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TRANSCRIPT
2018 REPORTER 1
JULY 2018
Recent advances in development of noble metal-free electrocatalysts for water splitting
Page 10
Rechargeable metallic lithium batteries
Page 23
3D charge and 2D phonon transports leading to high out-of-plane ZT in n-type SnSe crystalsThermoelectric (TE) technology, which converts heat into electricity, provides a promising route to environmentally friendly power generation through harvesting industrial waste heat. The conversion efficiency of thermoelectric materials is determined by the dimensionless figure of merit, ZT = (S2σ/к)T, where S, σ, к, and T are the Seebeck coefficient, electrical conductivity, thermal conductivity and absolute temperature, respectively.
2 REPORTER 2018
Beihang University REPORTER
CONTENTS//
Talent Attraction and Smart Participation: the 4th Vision Forum Held at Beihang University
Professor Wenfei Fan Elected as Fellow of the Royal SocietyNEWSp1
A review of the new provisions for sanctioning mentally disordered offenders in China, in a broader historical context
High-energy strong-field terahertz sources
Ti-Al-Si-N nanocomposite coatings deposited by high power impulse magnetron sputtering (HiPIMS) technique
Recent advances in development of noble metal-free electrocatalysts for water splitting
Distributed guidance for intercepting multiple UAVs
RESEARCH highlights
p6
Progress in neuroimaging analysis for aging and Alzheimer’s disease
Spatiotemporal crowdsourcing: a novel computing paradigm for the sharing economy
Rechargeable metallic lithium batteries
FEATURE focus
p17
COVER story
p14
3D charge and 2D phonon transports leading to high out-of-plane ZT in n-type SnSe crystals
Thermoelectric (TE) technology, which converts heat into electricity, provides a promising route to environmentally friendly power generation through harvesting industrial waste heat. The conversion efficiency of thermoelectric materials is determined by the dimensionless figure of merit, ZT = (S2σ/к)T, where S, σ, к, and T are the Seebeck coefficient, electrical conductivity, thermal conductivity and absolute temperature, respectively.
2018 REPORTER 1
Talent Attraction and Smart Participation: the 4th Vision Forum Held at Beihang University
The 4th Beihang University Vision Forum for International
Young Scholars, sponsored by Beihang University and
organized by the Human Resource Depar tment , the
Internat ional Research Inst i tute for Mult id iscipl inar y
Science, and the Institute for Medicine and Engineering
Interdisciplinary Innovation, opened in the Vision International
Cultural Exchange Center on May 7, 2018. The Forum gathers
over 100 young scholars from world-class universities and
research institutions including Harvard University, Yale
University, Stanford University, Columbia University, Johns
Hopkins University and National University of Singapore. The
opening session, hosted by Vice President, Professor Wang
Yunpeng, had speakers including Professor Cheng Jiwei,
Deputy Secretary of the CPC Beihang University Committee,
Academician Fang Jiancheng, Vice President and member
of the Chinese Academy of Sciences, Academician Zheng
Beihang University REPORTER NEWS
Zhiming, member of the Chinese Academy of Sciences,
Professor Yang Lijun, Dean of the School of Astronautics and
Changjiang Scholar, and Professor Liu Zhiqi, scholar of Global
Youth 1000 Talent Program. The session also had scientists
and scholars with titles of honor, as well as Deans and
Secretaries of the University’s Schools.
On behalf of the University, Deputy Secretary Cheng
Jiwei gave his welcome speech. He congratulated on the
opening of the 4th Vision Forum and extended greetings to
the young scholars from around the globe. He pointed out
that Beihang has started the journey towards becoming a
world-class university and that members of the Beihang
University community, with “Beihang dreams” in their hearts,
are untiring in their efforts to pursue the original aspiration
and goals, believing that the very beginning mind itself is the
most accomplished mind of true enlightenment. Ever since
2 REPORTER 2018
is exposed”. He laid out the principles of an integrated
strategic plan aimed at strengthening engineering education,
enhancing science education, expanding cooperation with
medical institutions, and accelerating strategic layout for the
two campuses. The University is advancing the initiatives of
the Kunpeng Program and is making great efforts through
coordination of resources to provide greater opportunities for
talents based on improved systems and mechanisms, policies
and measures, and support and services. He sincerely
welcomes talented young people to join the faculty of Beihang
University and build the future together.
In the second half of the session, the talk of “Big Data
– from Newton's Scientific Way of Thinking”, presented by
Academician Zheng Zhiming, looked back at the Newtonian
theory and methodology, the Newtonian system of the
Beihang University REPORTER
its founding, Beihang has been recognized for its pioneering
work, advancement of ideas, and giant leaps in development.
It has made numerous achievements that are to be written
into the history. “Beihang model” exerts everlasting influence,
and “reliance”, “inclusion”, “harmony” and “platform” are
the four key words he gave for the reason why Beihang
deserves to be chosen. The University attracts talents with
platforms and mechanisms, increases group cohesion with
common career pursuits and responsibilities, and unites
efforts with reform and development. He sincerely welcomes
young scholars with academic accomplishment to return to
homeland and make dreams come true at Beihang.
Aligned with the objectives of the “Double First-Class”
plan and to provide better services for faculty to concentrate
on teaching and research, the proposal for the establishment
of the Talent Management Center and the Faculty Service
Center was approved by the University. During the opening
ceremony, Deputy Secretary Cheng Jiwei and Vice President
Fang Jiancheng unveiled the names to officially inaugurate the
Centers, and the University’s integrated talent management
system was formed.
“Knowledge is power, and talents are the future”.
Vice President Fang Jiancheng awarded the ‘Certificate of
Honor’ to the representatives of young scholars, expressing
his appreciation for the excellence in their respective field
of research, and hoping they would take this opportunity to
exchange ideas and learn from each other and to stimulate
vitality of scientific research and technological innovation to
achieve greater success.
In his keynote speech, Vice President Fang Jiancheng
presented the path taken by Beihang to innovation – a
path leading to a world-class university, and told the story
of the spirit, the heart of patriotism, and the dreams of the
pioneers, who, in over 60 years of time and through hard
working, have made significant achievements in the research
and development of unmanned aerial systems, aero engines,
and inertial navigation systems. In retrospect, he showed a
path of scientific and technological innovation by serving the
strategic needs of the country with decades of persistence,
perseverance, and endeavor — till “the edge of the sword
2018 REPORTER 3
world, scientific experiments in the late 19th and early
20th centuries, development and practice of science and
engineering in the mid 20th century, and scientific computing
and the era of big data since the 21st century, showed the
evolution of science and technology in modern times and
reminded the young scholars of the importance of scientific
method and scientific way of thinking in research. The
inspirational talk was followed by Professor Yang Lijun’s report
of “Challenges in High Thrust Liquid Rocket Engine Research”.
Professor Liu Zhiqi’s presentation was on “Electric-Field-
Controlled Memory Devices”. The reports were given in an
active and pleasant atmosphere with applauses from time to
time, giving the audience a great deal of inspiration.
During the two-day forum, the Schools comprehensively
introduced their research strengths, academic environment,
NEWS
and plans for talent team building, discussing the possibility
of future cooperation with outstanding young scholars. The
Human Resource Department, on the other hand, conducted
a talent review meeting for the “Zhuoyue 100” talent
recruitment and management program, implementing the
University’s strategies of talent team construction through
selection of outstanding young scholars.
The Forum, planned to be held twice a year, aims at
advancing the frontier of sciences and promoting scientific
research across disciplines as well as success of young scholars.
The Forum creates a platform and a network of academic
exchanges for outstanding young scholars worldwide on the
basis of the University’s strategies of becoming a world-class
university rooted in the homeland of China.
(Text by Wang Rui)
4 REPORTER 2018
Beihang University REPORTER
Professor Wenfei Fan Elected as Fellow of the Royal Society
Professor Wenfei Fan, chief scientist of Beijing Advanced
Innovation Center for Big Data and Brain Computing at Beihang
University, was elected as a Fellow of the Royal Society
among fifty other eminent scientists in May 2018, due to his
"outstanding achievements as a researcher".
Professor Fan is a computer scientist who has made
fundamental contributions to both theory and practice of data
management. He has both formalized the problems of querying
big data and has developed radically new techniques that
overcome the limits associated with conventional database
systems. In addition, he has made seminal contributions to data
quality, in which he devised new techniques for data cleaning
that have found wide commercial adoption. He has also
contributed to our understanding of semi-structured data.
Professor Fan is one of the top“all-around” database
researchers in the world. He is a recipient of the Best Paper Award
for ACM SIGMOD Conference on Management of Data (2017),
the Alberto O. Mendelzon Test-of-Time Award of ACM Symposium
on Principles of Database Systems (PODS) for papers with the
highest impact over 10 years (2015 and 2010), the Best Paper
Award for International Conference on Very Large Data Bases
(VLDB, 2010), and the Best Paper Award
of IEEE International Conference on Data
Engineering (ICDE, 2007). He is the Chair
Professor of Web Data Management at
the University of Edinburgh, a Fellow of the
Royal Society of Edinburgh (UK), a Member
of Academia Europaea (the Academy of
Europe), and a Fellow of the ACM (USA).
Founded in 1660, the Royal Society
is the national scientific institution with
the longest history in the world. The
society is the United Kingdom's and
Commonwealth of Nations' Academy of
Sciences and fulfils a number of roles,
to recognize, promote, and support
excellence in science and to encourage the development and
use of science for the benefit of humanity. Each year the Royal
Society elects up to 52 new fellows who join a cohort of the
around 1,600 of the world's most eminent scientists.
“Our Fellows are key to the Royal Society’s fundamental
purpose of using science for the benefit of humanity. From
Norwich to Melbourne to Ethiopia, this year’s newly elected
Fellows and Foreign Members of the Royal Society are testament
that science is a global endeavour and excellent ideas transcend
borders. We also recognise the cutting edge innovation
taking place across industry, with many of this year’s Fellows
coming from the thriving tech industry. For their outstanding
contributions to research and innovation, both now and in the
future, it gives me great pleasure to welcome the world’s best
scientists into the ranks of the Royal Society”, as put by Sir Venki
Ramakrishnan, the President of the Royal Society.
References
ht tps ://www.ed.ac .uk/ in format ics/news-events/
stories/2018/wenfei-fan-elected-fellow-the-royal-society
http://iriglobal.buaa.edu.cn/newsroom/events/102493.htm
2018 REPORTER 5
NEWS
Professor Wenfei Fan Elected as Fellow of the Royal Society
The story of the Royal Society is the story of modern science.
It started from a 1660 ‘invisible college’ of natural philosophers and physicians. Today it is the UK’s
national science academy and a Fellowship of some 1,600 of the world’s most eminent scientists.
Nullius in verba
The very first ‘learned society’ meeting on 28 November 1660 followed a lecture at Gresham
College by Christopher Wren. Joined by other leading polymaths including Robert Boyle and John
Wilkins, the group soon received royal approval, and from 1663 it would be known as 'The Royal
Society of London for Improving Natural Knowledge'.
The Royal Society's motto 'Nullius in verba' is taken to mean 'take nobody's word for it'. It is an
expression of the determination of Fellows to withstand the domination of authority and to verify all
statements by an appeal to facts determined by experiment.
Advancements and adventure
The early years of the Society saw revolutionary advancements in the conduct and communication
of science. Hooke’s Micrographia and the first issue of Philosophical Transactions were published in 1665
alone. Philosophical Transactions, which established the important concepts of scientific priority and peer
review, is now the oldest continuously-published science journal in the world.
It published Isaac Newton’s Principia Mathematica, and Benjamin Franklin’s kite experiment
demonstrating the electrical nature of lightning. It backed James Cook’s journey to Tahiti, reaching Australia
and New Zealand, to track the Transit of Venus. It published the first report in English of inoculation against
disease, approved Charles Babbage’s Difference Engine, documented the eruption of Krakatoa and published
Chadwick’s detection of the neutron that would lead to the unleashing of the atom.
The leading scientific lights of the past four centuries can all be found among the 8,000
Fellows elected to the Society to date. From Newton to Darwin to Einstein and beyond, pioneers
and paragons in their fields are elected by their peers. Current Fellows include Jocelyn Bell Burnell,
Richard Dawkins, Stephen Hawking and Tim Berners-Lee.
Independence
Over time, the criteria for, and transparency of election to the Fellowship became stricter, and
Fellows were elected solely on the merit of their scientific work. The first female Fellows were elected in
1945 – Dorothy Hodgkin, elected in 1947, remains Britain’s only female Nobel Prize-winning scientist.
In the 19th century, a Parliamentary Grant system was introduced, allowing the Society to aid
scientific development while remaining an independent body. The Society now allocates nearly £42
million each year from government grants and donations and legacies from organizations and individuals.
Peter Collins, Emeritus Director at the Royal Society, has written about the history of the
Society’s postwar activities in The Royal Society and the promotion of science since 1960 (published
by Cambridge University Press in 2015).
Through its policy work, journals, scientific meetings, events, worldwide partnerships and grants
and awards, the Royal Society works to support excellence in science, building a home and future for
science in the UK.
Source: https://royalsociety.org/about-us/history/
History of the Royal Society
6 REPORTER 2018
A review of the new provisions for sanctioning mentally disordered offenders in China, in a broader historical context
Reforms of the criminal justice system in China in recent
years have included the 2012 Code of Criminal Procedure
(CCP), which resulted in new disposals for mentally disordered
offenders. The 2012 CCP introduces the power of mental health
commitment by the judiciary for those found non-responsible for
an offense because of a mental disorder. As offending behavior
arising from a mental disorder is both an eternal and universal
problem, this paper takes a historical comparative approach
to comment on legislation that cannot yet be fully evaluated in
practice due to both its recent enactment and the difficulties in
accessing empirical data concerning the practice of criminal law
in China.
Taking a historical perspective, our research reveals that
in the East, as much as in the West, there is a ‘moral tradition’
of not punishing mentally disordered offenders who are not
considered responsible for their acts. The Western moral
tradition is usually traced back to the earliest recordings of
Hebrew Law, and the Chinese tradition can actually be traced
back to around the West Zhou Dynasty. Differences are more
obvious when it comes to the possible measures that can be
taken after an acquittal for being ‘not guilty by reason of insanity’.
Whereas Western jurisdictions have offered (criminal) courts
the opportunity for commitment in (forensic) mental hospitals
from the early 19th century, in China, disposal has remained,
until the recent changes, the responsibility of the administration
(mainly the police) or the family of the offender. A few high profile
cases brought to light the inadequacy of these arrangements
and the general disregard of obvious mental health issues when
sentencing offenders. There was a lack of clarity regarding who
would take responsibility for treatment and issues of future
public protection arising from a mental disorder.
Against such background, the most prominent reform
concerning this issue in the 2012 CCP is that the criminal court
itself can now decide on commitment to a psychiatric hospital
upon an acquittal on the basis of non-responsibility due to a
mental disorder. It is a vital approach to restrict the decision-
maker’s discretion, and, as a consequence, it is expected to
avoid arbitrariness of the government.
However, the praise must be mitigated, especially because
of the absence of a procedure for periodical judicial review, the
remaining procedural power of the ‘procuratorate’ in selecting
cases or challenging verdicts, the absence in the criterion for
dangerousness, and a related inequality of arms. In practice, also
the independence of the judiciary and psychiatric evaluators,
the quality of the legal aid and the quality of the treatment in
psychiatric hospitals increase concerns. Similar to provisions
in Western jurisdictions there remain human rights concerns
regarding aspects of the 2012 CCP and the role of ‘preventive
detention’ for mentally disordered offenders on indeterminate
secure mental health detention.
This study shows many similarities with Western frameworks
of preventive detention. As these frameworks are thoroughly
debated in liberal democracies as well, and they are concerned
with a similarly marginalized subset of people for which
basic human rights are not given but have to be struggled for
continuously, it is not an issue on which the West can easily
take the moral high ground as it can in commenting on other
aspects of criminal justice. Criminal justice concerning mentally
disordered offenders is a good starting point for legal reform,
because they are among the most vulnerable and in the greatest
need of effective defense.
Wei Pei, associate professor, school of law, Beihang University,
E-mail: [email protected]
Michiel van der Wolf, assistant professor, Erasmus Law School,
Erasmus University, E-mail: [email protected]
Reference
Pei, W.*, and van der Wolf, M. (2016). A review of the new provisions for sanctioning
mentally disordered offenders in China, in a broader historical context. International journal of
law and psychiatry, 49, 31-39.
Beihang University REPORTER
2018 REPORTER 7
High-energy strong-field terahertz sources
Terahertz wave (0.1-30THz), also named as submillimeter
wave and life-ray is located between microwave and far infrared
light in the electromagnetic spectrum. This frequency range has
not yet been fully studied and explored, but it has important
academic value and significant applications. The collective
vibrational modes of large molecules like DNA and proteins
correspond to terahertz frequency. The timescale of hydrogen
network dynamics of water is in the picosecond time with the
corresponding frequency of terahertz. However, when people
were trying to extend the electronic and optical technologies
into this special frequency range, they met lots of difficulties
and challenges, with “fertile ground” left in the electromagnetic
spectrum.
The bottleneck that hinders the development of terahertz
science and technology lies in the lack of highly efficient
terahertz sources, highly sensitive detectors, versatile functional
device, and a fully understanding of the mechanism of terahertz-
matter interaction. The lack of highly efficient terahertz sources
is significantly critical. Terahertz source based on ultrafast
laser technology is currently one of the best ways to obtain
high-efficiency, ultrabroadband, cost effective strong terahertz
sources. Among them, tilted pulse front technology is one of
the best choices for generation of low-frequency, high-energy
terahertz radiation.
RESEARCH highlights
Fig 1. The position of terahertz wave in the electromagnetic spectrum
8 REPORTER 2018
The tilted pulse front technique was first proposed by
Professor Hebling in 2002[1]. By tilting the pump laser
intensity front before the lithium niobate crystals, the best
phase matching and longer coherent interaction distance in
the lithium niobate crystal can be achieved, and the energy
conversion efficiency of the terahertz radiation can be scaled
up several orders of magnitude. However, the acquisition of
ultrafast super-strong terahertz sources requires higher-energy
femtosecond lasers as the pump source, and such laser pulse
durations are less than 50 fs. Such a narrow pulse duration
is unsuitable for the tilted pulse front technique. Therefore,
the use of high-energy ultrashort laser pulses with Joule-
level single pulse energy for milli-Joule terahertz generation
has been recognized internationally as a major scientific and
technical problem.
Recent ly, Beihang Univers i ty Associate Professor
Xiaojun Wu’s team cooperated with the Institute of Physics
of the Chinese Academy of Sciences, and overcame the
aforementioned problems. Employing 20TW high energy
ultrashort Ti:sapphire laser pulse, the researchers achieved
0.2mJ, 4 MV/cm strong-field terahertz pulses[2]. At the
9th International Symposium on Ultrafast Phenomena and
Terahertz Waves on April 23-26, 2018, Professor Hebling,
inventor of the tilted pulse front technique, listed this work as
the latest world record obtained using this technology, which
was presented in his thematic report.
Extreme terahertz science and technology have become the
second wave of research in the field of ultrafast optics and the
terahertz research fields[3]. Extreme terahertz science calls for
the emergence of ultrafast super-strong terahertz sources with
single-pulse energy >milli-Joule, peak power >GW, peak electric
field >10 MV/cm, and peak magnetic field >3Tesla. Under
extreme experimental conditions, the ultra-strong terahertz
sources can be used in various disciplines such as physics,
chemistry, materials, biology, and medicine. It is expected to
realize extensive cross-convergence with related research, thus
opening up wider application prospects.
Xiaojun Wu, associate professor, school of electronics and
information engineering, Beihang University, E-mail: xiaojunwu@buaa.
edu.cn
References
[1]J. Hebling, G. Almási, I. Kozma, and J. Kuhl, Velocity matching by pulse front tilting
for large area THz-pulse generation, Opt. Express 10(21), 1161–1166 (2002).
[2]Xiao-jun Wu, Jing-long Ma, Bao-long Zhang, Shu-su Chai, Zhao-ji Fang, Chen-Yi
Xia, De-yin Kong, Jin-guang Wang, Hao Liu, Chang-Qing Zhu, Xuan Wang, Cun-Jun Ruan,
and Yu-Tong Li, Highly efficient generation of 0.2 mJ terahertz pulses in lithium niobate at
room temperature with sub-50 fs chirped Ti:sapphire laser pulses, Optics Express, 2018, 26 (6),
7107-7116.
[3]Xi Cheng Zhang, Alexander Shkurinov and Yan Zhang, Extreme terahertz science,
Nat. Photon. 11, 16 (2017).
Beihang University REPORTER
Fig 2. (a)Highly efficient terahertz generation with chirped pump laser pulses; (b)Extracted terahertz energy and its corresponding efficiency as a function of the pump energy
2018 REPORTER 9
Ti-Al-Si-N nanocomposite coatings deposited by high power impulse magnetron sputtering (HiPIMS) technique
and grain size, as well as improved hardness and coating-substrate
adhesion strength. Moreover, by increasing the bias voltage, the
discharge current has been increased during the coating deposition,
which in turn further reduced the surface roughness and grain size
and improved hardness of the coatings.
This study provides new insight for optimizing HiPIMS
technique and improving the quality of Ti-Al-Si-N coatings. The
work has been published in the journal Applied Surface Science.
Ye Xu, professor, school of mechanical engineering and automation,
Beihang University, E-mail: [email protected]
Liuhe Li, professor, school of mechanical engineering and
automation, Beihang University, E-mail: [email protected]
Reference
Quansheng Ma, Liuhe Li*, Ye Xu*, Jiabin Gu, Lei Wang, and Ye Xu; Effect of bias voltage
on TiAlSiN nanocomposite coatings deposited by HiPIMS; Applied Surface Science 392, 826-
833 (2017). (*corresponding authors)
Depositing a hard coating on the surface is a common
technique for protecting materials and is widely used in
application, including high-speeding cutting tools and aero-
engine blades. One typical hard coating material is Titanium
Nitride (TiN). With the increasing demand of higher surface
hardness and wear resistance, researchers have developed
superhard nanocomposite coatings by alloying other elements,
such as Si and Al, into the TiN in order to improve the properties
of nitride protective coatings. Among other coating materials, Ti-
Al-Si-N has emerged as a promising candidate for high speed
cutting tools, thanks to its high hardness, low friction coefficient,
good adhesion, and better high-temperature oxidation resistance.
Nitride coatings including Ti-Al-Si-N are usually prepared
using direct current magnetron sputtering (DCMS) technique.
However, it suffers from its drawback of low ionization degree,
often resulting in coatings with low quality. Recently, high power
impulse magnetron sputtering (HiPIMS) technique capable of
increasing the ionization of target materials has been developed,
which makes it possible to deposit coatings with increased
density, reduced roughness, and improved crystallinity. Other
processing parameters that determine the quality of coatings
include flow rate of nitrogen, pressure, target power, temperature
and bias voltage. Investigating and optimizing those parameters
are crucial in preparing high quality Ti-Al-Si-N coatings.
A research team led by Beihang’s Professor Liuhe Li and
Professor Ye Xu from the School of Mechanical Engineering
and Automation studied how HiPIMS technique and the bias
voltage applied at the substrate during the process affected the
microstructure and properties of the deposited Ti-Al-Si-N coatings.
By using home-made vacuum deposition system and HiPIMS power
supply, Ti-Al-Si-N coatings were deposited on cemented carbide
substrates using both DCMS and HiPIMS and also under various
bias voltages. After careful characterization, the results show that,
comparing to those deposited using DCMS, Ti-Al-Si-N coatings
deposited with HiPIMS technique show reduced surface roughness
Fig. (A)Scheme of Ti-Al-Si-N deposition system; (B)Cross-section of Ti-Al-Si-N coatings deposited under different processing conditions
RESEARCH highlights
10 REPORTER 2018
Recent advances in development of noble metal-free electrocatalysts for water splitting
Beihang University REPORTER
Electrochemical water splitting
for hydrogen production is often
cons idered to be in tegrated
into existing renewable power
generat ing systems because
hydrogen can work as a versatile
energy carrier, and can overcome
t h e i n te r m i t te n c y o f t y p i c a l
renewable energy resources, such
as wind and solar energy. One
of the grand challenges facing
this scenario is to develop highly
efficient, low-cost electrocatalysts
for the react ions involved in
water splitting. To date, noble
metal Pt-based materials are
Fig 1. Schematic illustration of the synthesis of Ni-Fe-OH@Ni3S2/NF by quickly immersing Ni3S2/NF in a preheated aqueous solution with Fe3+ ions at 100 °C for only 5s
Fig 2. Schematic illustration of the synthesis of Cu@CoSx/CF by a low-temperature synthetic route involving the growth of CoSx film on CF, along with the interdiffusion of copper species from CF into the CoSx film
the electrocatalysts with the highest intrinsic activity for the
hydrogen evolution reaction (HER), and noble metal-based IrO2 is
highly active for the oxygen evolution reaction (OER). However, it
remains a challenge to make such noble metal catalytic couple-
based electrolyzers find a wide range of applications, because
of the high cost and scarcity, as well as the instability, of the
catalysts involved in them. Thus, a major step forward in water
splitting lies in the development of game-changing, non-noble
metal-based HER and OER electrocatalysts that have good
catalytic activity to reduce the overpotentials as well as with high
durability for long operational life.
Recently, Professor Yu Zhang of Beihang University,
Associate Professor Xiaoxin Zou of Jilin University, and their
coworkers have made important advances in the development
of noble metal-free electrocatalysts for water splitting. The
research, combining novel material preparation method, careful
catalyst characterization and theoretical computation, not only
provides some highly efficient, low-cost electrocatalysts based
on transition metals such as cobalt, nickel, iron, etc., but also
discusses in-depth the relationship between hydrogen adsorption
on catalyst surface and the water splitting process. The results
help better understand their catalytic mechanism and pave the
way towards the development of high-efficiency water splitting
electrochemical devices. The work has been published in Adv.
Mater. and Chem (a new journal of Cell Press).
Developing nonprecious electrocatalysts that can work
well at large current densities is vitally important in a viable
water-splitting technology. The researchers reported a facile
2018 REPORTER 11
RESEARCH highlights
CoSx is mainly responsible for Cu@CoSx/CF’s excellent catalytic
activity in the water splitting reaction. Besides CoSx’s intrinsic
catalytic activity, copper clusters strongly induce the charge
redistribution at the interface region of Cu@CoSx and significantly
promote the water dissociation step, further facilitating the surface
water-splitting reaction kinetics.
Furthermore, the researchers reported the synthesis of
mackinawite FeS nanosheets grown on iron foam, which can
serve as an efficient pre-electrocatalyst for both HER and OER
in alkaline media. During electrochemical HER testing, core@
shell iron@iron oxysulfide nanoparticles as the catalytically
active phase are generated in situ on FeS nanosheets. During
electrochemical OER testing, FeS nanosheets totally transform
into porous amorphous FeOx film that can mediate the OER
efficiently. The resulting materials can function effectively as both
the anode and cathode of a single alkaline electrolyzer, whose
output is found to be comparable with the one obtained from an
electrolyzer based on the Pt/C-IrO2 catalytic couple.
ultrafast (5s) synthetic approach that produces a novel, efficient,
non-noble metal oxygen-evolution nano-electrocatalyst that
is composed of amorphous Ni-Fe bimetallic hydroxide film-
coated, nickel foam (NF)-supported, Ni3S2 nanosheet arrays.
The composite nanomaterial (Ni-Fe-OH@Ni3S2/NF) shows highly
efficient electrocatalytic activity toward oxygen evolution reaction
(OER) at large current densities, even in the order of 1000 mA
cm−2. Further experimental results indicate that the effective
integration of high catalytic reactivity, high structural stability,
and high electronic conductivity into a single material system
gives Ni-Fe-OH@Ni3S2/NF a remarkable catalytic ability for OER at
large current densities.
Making highly efficient catalysts for overall water splitting
reaction remains a significant challenge. The researchers reported
an efficient, bifunctional HER and OER electrocatalyst composed of
a copper foam (CF)-supported, copper cluster-coupled amorphous
cobalt sulfide (Cu@CoSx/CF). Experimental results and theoretical
calculations show that the synergy between copper clusters and
Fig 3. Schematic illustration of FeS/IF as a pre-catalyst for generating active electrocatalysts for both HER and OER
Yu Zhang, research professor, Key
Laboratory of Bio-Inspired Smart Interfacial
Science and Technology of Ministry of
Education, school of chemistry, Beihang
University, E-mail: [email protected]
Xiaoxin Zou, associate professor, State
Key Laboratory of Inorganic Synthesis and
Preparative Chemistry, College of Chemistry,
Jilin University, E-mail: [email protected]
References
[1]Xu Zou, Yipu Liu, Guo-Dong Li, Yuanyuan
Wu, Da-Peng Liu, Wang Li, Hai-Wen Li, Dejun Wang,
Yu Zhang* and Xiaoxin Zou*, Ultrafast formation of
amorphous bimetallic hydroxide films on 3D conductive
sulfide nanoarrays for large-current-density oxygen
evolution electrocatalysis, Adv. Mater. 29, 1700404 (2017).
[2]Yipu Liu, Qiuju Li, Rui Si, Guo-Dong Li, Wang
Li, Da-Peng Liu, Dejun Wang, Lei Sun, Yu Zhang* and
Xiaoxin Zou*, Coupling Sub-Nanometric Copper Clusters
with Quasi-Amorphous Cobalt Sulfide Yields Efficient and
Robust Electrocatalysts for the Water Splitting Reaction,
Adv. Mater. 29, 1606200 (2017).
[3]Xiaoxin Zou, Yuanyuan Wu, Yipu Liu, Dapeng
Liu, Wang Li, Lin Gu, Huan Liu, Pengwei Wang, Lei
Sun and Yu Zhang*, In-Situ Generation of Bifunctional,
Efficient Fe-Based Catalysts from Mackinawite Iron
Sulf ide for Water Splitt ing, Chem DOI: 10.1016/
j.chempr.2018.02.023 (2018).
12 REPORTER 2018
Distributed guidance for intercepting multiple UAVs
the intruders, implying that multi-UAV guidance is required. In
existing research on multi-UAV guidance, however, the scenarios
are often multiple interceptors versus one target; the results on
guidance laws to intercept multiple targets are rather limited.
In multi-UAV guidance, the issues of collision avoidance and
mis-interception avoidance must be considered. By “collision
avoidance”, it means that the interceptors should not collide with
each other; and by “mis-interception avoidance”, it indicates that
The rotary-wing unmanned aerial vehicle (UAV) has proved
its applicability in various areas. However, it is often annoying
if unidentified UAVs intrude into non-flight areas. There
exist urgent necessities to design strategies and devices to
intercept intruding UAVs. Using weapons (missiles or laser
devices) to destroy the intruding UAV is among the possible
solutions, but it may result in noise, air pollution, or direct
human injuries. An alternative solution is to employ UAV to
intercept the intruding UAV so that less environmental side
effects would occur. A key issue for UAV interception is to
design the guidance law. Rotary-wing UAV guidance is different
from missile guidance in that it is free from non-holonomic
constraints, and can be implemented in full degree-of-
freedom. Control techniques can be applied to improve the
performance of guidance.
Sometimes there exist multiple intruders, and the
interceptions cannot be completed by a single interceptor UAV.
An intuitive strategy is to employ multiple UAVs to intercept
Fig 1. Experimental UAV platform and its working procedure
Beihang University REPORTER
2018 REPORTER 13
RESEARCH highlights
each interceptor can only be assigned one target, and it cannot
intercept the target assigned to other interceptors. Another
issue to be considered in multi-UAV guidance is to prove that the
interceptions can be completed within finite time with nonzero
hitting velocity.
In our research, a new distributed guidance law is
proposed for the multi-UAV system to intercept multiple
targets. It is proved strictly that, with the proposed multi-
UAV guidance law, multiple targets can be intercepted by
the multi-UAV system within finite interception time and with
nonzero hitting velocities. The strategy of collision avoidance
and mis-interception avoidance is direction-based (Most of
the current collision avoidance schemes are position-based
or distance-based.), and it is embedded in the guidance law.
The direction-based strategy ensures that the interceptors are
capable of performing maneuvers to avoid collisions or mis-
interceptions in advance, far earlier than possible collisions or
mis-interceptions would ever happen.
As shown in Fig 1, the UAV platform in the experiment is a
custom-built quadrotor with a motor-to-motor span of 45cm and
1.7kg gross weight. Attitude and altitude control are managed by
a 3DR Pixhawk flight controller unit running customized firmware.
The proposed guidance law is implemented on an onboard
Beaglebone Black computer using Robot Operating System
(ROS). To emulate a radar system, the interceptor UAV receives
the position and velocity of the target via a pair of XBee 2.4GHz
modules. Position and velocity of the interceptor UAV itself are
estimated online with IMU and GPS data. Position estimates are
subject to measurement errors and time-delay.
A 2-D semi-physical experiment was conducted to
demonstrate the theoretical results. Two pairs of targets and
interceptors were employed in the semi-physical experiment, as
can be seen from Fig 2. In Pair 1, the target and the interceptor
were real; in Pair 2, the target and the interceptor were virtual.
Interceptor 1 was capable of intercepting its target within finite
time and with nonzero hitting velocity. To explain the behavior of
interceptor 2, we divide its trajectory into several segments. In
segment 1–2, interceptor 2 was trying to avoid possible collision
with interceptor 1, since they were close to each other at this
moment. In segment 2–3, interceptor 2 was trying to avoid target
1, since target 1 happened to appear on its sight. In segment
3–4, no possible collisions existed, and interceptor 2 was
capable of capturing target 2.
This research serves as a concrete successful step in
our project supported by the National Science Foundation of
China. Extensions of the proposed results to further research
on multi-UAV interceptions are still progressing. Some future
topics include: 1) dynamic task allocation for optimal time-
efficiency and energy-efficiency, and 2) distributed guidance
to intercept multiple targets with uncertain or stochastic
maneuvering.
Bing Zhu, associate professor, school of automation science and
electrical engineering, Beihang University, E-mail: [email protected]
Reference
B. Zhu*, A.H.B. Zaini, and L. Xie “Distributed Guidance for Interception by Using
Multiple Rotary-Wing Unmanned Aerial Vehicles”, IEEE Transactions on Industrial
Electronics, Vol. 64, No. 7, 5648-5656, 2017.
East (m)-10 -5 0 5 10
Nort
h (
m)
-5
0
5
10
15
20
25
30
35
Target 1→
Target 2→
Interceptor 1→
Interceptor 2→1
42
3
Fig 2. The 2-D semi-physical experiment with one real pair of interceptor-target and another virtual pair of interceptor-target
14 REPORTER 2018
Beihang University REPORTER
3D charge and 2D phonon transports leading to high out-of-plane ZT in n-type SnSe crystals
Fig 1. (A)ZT values for p-type SnSe and n-type SnSe. Inset images show the SnSe crystal structure with the investigated out-of-plane direction. The typical sample cleaved along the (100) plane and the diagram show how the crystals are cut for measurements (from left to right). (B)Schematic out-of-plane charge and phonon transports in n-type and p-type SnSe. The colorful dots represent the charge densities. The gray blocks represent the two-atom-thick SnSe slabs along the out-of-plane direction (a-axis) of SnSe.
much more complex behaviors due to a temperature-dependent
continuous phase transition from Pnma to Cmcm, which leads
to an outstanding temperature-independent power factor and a
record high maximum ZT (ZTmax) of ~2.8 at 773K along the out-
of-plane direction.
The achieved high performance of n-type SnSe can be
explained by two unique cumulative features. First, density functional
theory (DFT) calculations and scanning tunneling microscopy (STM)
observations indicate that delocalized Sn p and Se p electrons near
the conduction band minimum (CBM) contribute to a larger charge
density (carriers distribution). When the carrier concentration is fixed
at ~ 1.2 × 1019 cm-3, in contrast to p-type SnSe, the charge density
of n-type SnSe is larger and overlaps to fill the crystal structure
interlayers. The overlapped charge density can facilitate electron
transport through the interfaces, resulting in an expected ZTmax ~2.1
at 773K for n-type SnSe. In contrast, the ZTmax is ~ 0.5 at 773K for
p-type SnSe (Fig 1A). Second, in situ high-temperature synchrotron
radiation X-ray diffraction (SR-XRD) indicates a continuous phase
transition from Pnma to Cmcm starting at ~ 600K before the critical
temperature (800K) in SnSe. This apparently continuous phase
transition in n-type SnSe leads to an increased symmetry in the
Thermoelectric (TE) technology, which
converts heat into electricity, provides a
promising route to environmentally friendly
power generation through harvesting
industrial waste heat. The conversion
efficiency of thermoelectric materials is
determined by the dimensionless figure
of merit, ZT = (S2σ/к)T, where S, σ, к, and
T are the Seebeck coefficient, electrical
conductivity, thermal conductivity and
absolute temperature, respectively.
However, the complex inter-relationships
among thermoelectr ic parameters
prevent us from maximizing the ZT value
and conversion efficiency.
Over the past decade, bulk crystals with two-dimensional
(2D) layered structures have been studied due to their strongly
anisotropic transport features. High thermoelectric performance
along the in-plane direction was primarily achieved via the
sufficient charge carrier mobility; however, the out-of-plane
properties have garnered less attention because this directional
electrical transport is always impeded by the 2D interface.
Considering out-of-plane thermal conductivities in 2D layered
materials are sufficiently low to approach the amorphous limit, we
expect to realize high out-of-plane thermoelectric performance by
enhancing these directional electrical transport properties.
Recent findings of high thermoelectric performance along
the in-plane direction of p-type SnSe crystals with a 2D layered
structure have surprised the scientific community. The strong
anharmonic and anisotropic bonding in a binary compound,
leading to very low thermal conductivity, is remarkable. After hole
doping, SnSe shows an exceptionally high power factor enabled
by its multiple valence bands. We note that SnSe exhibits even
lower thermal conductivity along the out-of-plane direction,
which motivates us to investigate its power factor. In this work,
we found that the conduction bands of n-type SnSe elucidate
2018 REPORTER 15
COVER story
crystal structure, which is further confirmed by in situ spherical
aberration-corrected transmission electron microscopy (Cs-corrected
TEM). This phase transition also results in the divergence of two
converged conduction bands at ~ 600K. The changes in both the
crystal and band structures due to the continuous phase transition
further increase ZTmax from 2.1 to 2.8 at 773K (Fig 1A). Collectively,
our findings show that the out-of-plane electrical transport
properties in n-type SnSe are comparable to that along the in-plane
direction (3D charge transport), which has rarely been observed in
bulk materials with a two-dimensional (2D) structure. The unique 3D
charge- and 2D phonon-transport properties in n-type SnSe crystals
along the out-of-plane direction are schematically shown in Fig 1B.
The higher out-of-plane electrical transport (as compared
to the p-type control sample) in n-type SnSe originates from the
higher carrier mobility, which indicates that electron transport
is facilitated through the interlayers. To provide insight into
the origins of the higher carrier mobility in n-type SnSe, we
investigated the charge density for both types of SnSe. DFT
calculations indicate the distinct overlaps of the electron
orbitals in the out-of-plane direction of n-type SnSe, which form
electrical conduction pathways (Fig 2A). However, the charge
densities mainly distribute along the in-plane direction in p-type
SnSe (Fig 2B). The charge density distribution in the bc plane
is further confirmed by the contrast STM image and dI/dV
mapping (Fig 2C-F).
The dynamic structural behavior of SnSe at 800K involves
a reversible phase transition from Pnma to Cmcm, and the
highly symmetric Cmcm phase can enhance carrier mobility and
preserve the high power factor of SnSe. To directly capture the
structural evolution of SnSe as a function of temperature, we
conducted in situ Cs-corrected TEM heating experiments for both
n-type and p-type SnSe. The parameters D and d are defined as
the interlayer and intralayer distances of the Se atomic column,
respectively. The d/D ratio is used to describe the symmetry
change of the crystal structure as a function of temperature (Fig
3B). After heating, in n-type SnSe, the d/D ratio increases with
an increasing temperature, which indicates an increase in the
crystal structure symmetry (Fig 3C). This behavior is particularly
obvious above ~ 600K for n-type SnSe. The same phenomenon
is further confirmed through in situ high-temperature synchrotron
radiation (SR-XRD).
To clarify the Seebeck coefficient enhancements above
~600K in n-type SnSe, we performed DFT calculations based
on the temperature-dependent crystal structures determined
by SR-XRD. The DFT calculations indicate that the lowest CBM
lies in the Γ-Y direction (CBM1, Fig 4A), while the second CBM is
Fig 2. Calculated charge densities of (A) n-type and (B) p-type SnSe in the ab plane and bc plane. STM images and corresponding dI/dV mapping for the (C-D) n-type and (E-F) p-type SnSe crystals in the bc plane.
Fig 3. (A)Images of n-type and p-type SnSe at elevated temperatures viewed along the b axis. (B)Atomic model of SnSe viewed along the b axis. (C)The d/D ratio of the n-type and p-type SnSe crystals with rising temperature.
Fig 4. (A)Electronic band structures. (B)The changing energy gap between CBM1 and CBM2 at elevated temperature. Inset diagram indicates the two conduction bands experience convergence and then divergence with rising temperature.
16 REPORTER 2018
COVER storyBeihang University REPORTER
located at point Γ (CBM2, Fig 4A). The energy offset for these two
conduction bands is ~0.10 eV at room temperature, and as the
temperature increases, the energy offset narrows and reaches
a minimum value of ~0.04 eV at approximately 600K. Above
this temperature, the energy gap sharply rises and returns to
~0.10 eV again at 773K (Fig 4B). These results indicate that the
conduction bands of n-type SnSe experience band convergence
and divergence. The thermoelectric performance can be
enhanced by converging band structures. Band convergence
can enhance the effective mass via introducing additional
band degeneracy (Nv) from heavy band contributions. However,
increasing the effective mass usually deteriorates the carrier
mobility. Therefore, unique band structures that can balance
the effective mass and carrier mobility are highly desired. In
this study, we found that the conduction bands of n-type SnSe
experience energy convergence and divergence within 0.10 eV
as the temperature increases. The conduction band divergence
is expected to improve the carrier mobility by reducing Nv.
Indeed, the unique conduction band structures in n-type SnSe
lead to optimizations of both the Seebeck coefficient and carrier
mobility, which are critical to preserving a higher power factor.
In summary, utilizing the ultralow thermal conductivity of
out-of-plane SnSe along with an outstanding power factor, we
realized a record high ZTmax ~ 2.8 at 773K in out-of-plane n-type
SnSe crystals. Our results open prospects for exploring new 2D
layered materials that are expected to realize unprecedented
thermoelectric performance for energy conversion applications.
Summing-up: The thermoelectric efficiency is evaluated
by the material thermoelectric figure of merit (ZT), which can
be usually improved by enhancing the electrical transport
properties and/or reducing the thermal conductivity. The ultralow
thermal conductivity in layered SnSe crystals along the out-
of-plane direction, which is caused by two-dimensional (2D)
interface scattering, motivated us to enhance the corresponding
electrical transport properties. Here, we report that, in n-type
SnSe crystals, the overlapped interlayer charge density due to
delocalized Se p and Sn p electrons near the conduction band
minimum facilitates electron transport through the interfaces,
resulting in high electrical conductivity. Moreover, a continuous Science 360,778-783 (2018)
phase transition from Pnma to Cmcm, starting from ~600K
before the critical temperature of 800K, leads to increased
symmetry of the crystal structure and divergence of the two
converging conduction bands. Both of these factors enhance
the out-of-plane electrical transport properties similar to 3D
charge transport, i.e., a simultaneous enhancement of the
carrier mobility and preservation of a large Seebeck coefficient,
thus yielding an improved out-of-plane power factor in n-type
SnSe crystals. The combination of 3D charge and 2D phonon
transports eventually leads to a record high ZT of ~2.8 ± 0.5 at
773K in n-type SnSe crystals along the out-of-plane direction.
Our findings can be applied in other 2D layered materials and
shed light on their thermoelectric performance improvement.
Corresponding author: Lidong Zhao, professor, school of materials
science and engineering, Beihang University, E-mail: zhaolidong@buaa.
edu.cn
First author: Cheng Chang, doctoral student
References
[1]L. -D. Zhao et al., Ultralow thermal conductivity and high thermoelectric figure of
merit in SnSe crystals. Nature 508, 373-377 (2014).
[2]L. -D. Zhao et al., Ultrahigh power factor and thermoelectric performance in hole-
doped single-crystal SnSe. Science 351, 141-144 (2016).
[3]L. -D. Zhao, C Chang et al., SnSe: a remarkable new thermoelectric material. Energy
Environ. Sci. 9, 3044-3060 (2016).
[4]C. Chang, L. -D. Zhao et al., 3D charge and 2D phonon transports leading to high
out-of-plane ZT in n-type SnSe crystals, Science 360, 778-783 (2018).
2018 REPORTER 17
Science 360,778-783 (2018)
Progress in neuroimaging analysis for aging and Alzheimer’s disease
Fig 1. The eight sulci for which fold opening and sulcal depth were calculated: superior frontal sulcus (A), central sulcus (B), Sylvian fissure (C), superior temporal sulcus (D), intraparietal sulcus (E), subparietal sulcus (F), posterior cingulate sulcus (G), anterior cingulate sulcus (H).
Fig 2. The dynamics of the biomarkers can aid in tracking the progression of cognitive impairment.
With the overwhelming aging around the world, the number
of people with dementia diseases is growing dramatically. The
structural and functional abnormalities of brain can be caused by
both normal aging and dementia that comes with aging. Recently,
a large body of research has been published on neuroimaging-
based studies of normal aging and Alzheimer’s disease (AD).
However, there’s still a lack of the golden standards to evaluate the
quantification of brain aging and the early diagnosis of dementia
diseases. Given the paths carved by the powerful neuroimaging,
promising future of further understanding the mechanisms of brain
is expected by leveraging neuroimaging indices.
Recently, in collaboration with University of New South
Wales, University of Sydney, Beijing Tian Tan Hospital, and
Capital Medical University, a study on aging was performed by
Beihang’s Associate Professor Tao Liu and his research group.
The sulcal morphological changes in normal aging of the elderly
were investigated. They examined the fold opening and sulcal
depth of sixteen (eight on each hemisphere) prominent sulci (Fig
1) based on T1-weighted MRI. The trajectory of each individual
sulcus with respect to age was examined separately by linear
mixed models. Fold opening was best modelled by cubic fits in
five sulci, by quadratic models in six sulci and by linear models in
five sulci, indicating an accelerated widening of a number of sulci
in older age. Sulcal depth showed significant linear decline in
three sulci and quadratic trend in one sulcus. In addition, turning
points of non-linear trajectories towards accelerated widening of
the fold were found to be around the age between 75 and 80.
This important discovery indicates that an accelerated atrophy
of brain cortex starts in the age of late 70s. The findings provide
a reference for the studies of neurocognitive disorders, including
neurodegenerative diseases, in the elderly. This study has been
published in the journal Neuroimage, an authoritative journal
ranking first in the JCR category of Neuroimaging (Shen et al.,
2017, IF 5.8).
The research group has also gained ground in utilizing
machine learning for neuroimaging analysis. They conducted a
study of early diagnosis of AD by using classifiers trained with
morphological features like sucal width, cortical volume, cortical
thickness and subcortical volume. The performances of three
different classifiers (Naïve Bayes, Logistic Regression, and
Beihang University REPORTER FEATURE focus
18 REPORTER 2018
Beihang University REPORTER
Fig 3. Flowchart of WMH segmentation pipeline
be useful neuroanatomical markers for detecting early-stage
AD. The findings of this study put forward new thoughts for
early diagnosis of AD (Cai et al., 2017). On the other hand, for
the targeted treatments and therapeutic interventions, the
research group used machine learning for the classification of
different subtypes of mild cognitive impairment (MCI, seen as a
prodromal stage of dementia). They classified the MCI subjects
into amnestic MCI (aMCI) and non-amnestic MCI (naMCI) with
structural magnetic resonance imaging. Cortical surface based
measurements were computed from longitudinal and cross-
sectional scans. By introducing a feature selection algorithm,
they identified a set of discriminative features. The best results
for differentiating aMCI from naMCI were achieved with baseline
features. Hippocampus, amygdala and frontal pole were found to
be the most discriminative features for classifying MCI subtypes.
Further investigation of the temporal patterns of those selected
features indicated the dynamics of several MRI biomarkers (Fig
2). Learning the dynamics of atrophy may aid in the development
of better biomarkers, as it may track the progression of cognitive
impairment. This study has been published in Frontiers in Aging
Neuroscience, a leading journal in the field of age-related neural
diseases (Guan et al., 2017, IF 4.5).
Leukoaraiosis (LA), sometimes referred to as white matter
hyperintensity (WMH), is closely related to various pathological
processes, including stroke and dementia. Most available WMH
segmentation toolboxes have neither been designed as fully
automated nor evaluated comprehensively. Tao Liu’s group
worked together with researchers from University of New South
Wales to develop a cluster-based, fully automated pipeline for
extracting WMH (Fig 3). They validated the performance of this
innovative toolbox by showing a high segmentation (similarity
index (SI) = 0.848) and volumetric (intraclass correlation
coefficient (ICC) = 0.985) agreement with the manually traced
WMH performed by clinicians. The study provides a reliable,
efficient and fully automated WMH segmentation pipeline for the
neuroimaging-based analysis of aging related diseases, and has
been published in Neuroimage (Jiang et al., 2018, IF 5.8).
In summary, these discoveries may shed new light on brain
aging and early diagnosis of neurocognitive disorders.
Tao Liu, associate professor, school of biological science and
medical engineering, Beihang University, E-mail: [email protected]
This article was drafted by Hao Guan and Qiongge Li.
References
[1]Shen, X., Liu, T.*, Tao, D., Fan, Y., Zhang, J., Li, S., Jiang, J., Zhu, W., Wang, Y., Wang,
Y., Brodaty, H., Sachdev, P., Wen, W., 2018. Variation in longitudinal trajectories of cortical
sulci in normal elderly. Neuroimage, 166, 1-9.
[2]Jiang, J., Liu, T.*, Zhu, W., Koncz, R., Liu, H., Lee, T., Sachdev, P.S., Wen, W.*,
2018. UBO Detector–A cluster-based, fully automated pipeline for extracting white matter
hyperintensities. Neuroimage, 174, 539-549.
[3]Cai, K., Xu, H., Guan, H., Zhu, W., Jiang, J., Cui, Y., Zhang, J., Liu, T.*, Wen, W.,
2017. Identification of Early-Stage Alzheimer's Disease Using Sulcal Morphology and Other
Common Neuroimaging Indices. PLoS One 12, e0170875.
[4]Guan, H., Liu, T.*, Jiang, J., Tao, D., Zhang, J., Niu, H., Zhu, W., Wang, Y., Cheng,
J., Kochan, N.A., Kochan, N.A., Brodaty, H., Sachdev, P., Wen, W., 2017. Classifying MCI
Subtypes in Community-Dwelling Elderly Using Cross-Sectional and Longitudinal MRI-Based
Biomarkers. Frontiers in Aging Neuroscience, 9, 309.
Support Vector Machine) were
compared. The results indicated
that the classification results
were accounted for by features
rather than by classifiers: no
significant differences between
t h e t h r e e c l a s s i f i e r s w e r e
found; sulcal features were
either superior than or equal
to the other features used for
classification; the g-SI and the
width of the Sy lv ian f issure
were two of the most sensitive
sulcal features, which could
2018 REPORTER 19
FEATURE focus
Spatiotemporal crowdsourcing: a novel computing paradigm for the sharing economy
Fig 2. Spatial, weather and POI distribution of taxi orders in Beijing
internet and internet of
things have transformed
c row d s o u rc i n g f ro m
the conventional online
Web p la t fo rm based
m o d e [ 1 ] i n to a n ew
comput ing paradigm
called spatiotemporal
c r o w d s o u r c i n g
( a l s o k n o w n a s
spatial crowdsourcing and mobile crowdsourcing). In brief,
spatiotemporal crowdsourcing is a novel crowdsourcing paradigm
which, through spatiotemporal data management platforms,
assigns tasks with spatiotemporal characteristics to an
unspecified crowd of participants, and requires the participants
to actively or passively complete the tasks under spatiotempral
constraints.
Spatiotemporal crowdsourcing is also viewed as a novel
computing paradigm for the sharing economy. Sharing economy
prevails in recent years, but dates back to 1978, when Marcus
Felson, a professor of sociology from the Texas State University
and Joe L. Spaeth, a professor of sociology from the University of
Illinois initiated the concept. Its main feature is that individuals
exchange idle items, share their knowledge and experience,
or raise funds for companies and innovative projects via Web
platforms. Spatiotemporal crowdsourcing is ideal to organize
T h e c o n c e p t o f
c row d s o u rc i n g wa s
first proposed by Jeff
Howe in 2006. It refers
t o t h e d i s t r i b u t e d
problem-solving model
of assigning tasks to
an unspecified crowd
of participants through
public Web platforms.
The most famous application of crowdsourcing is the reCAPTCHA
system proposed by Lui von Ahn, a professor of Carnegie Mellon
University, USA. It gathers the wisdom of billions of netizens
through the form of the verification codes in network to digitalize
the printouts of New York Times automatically. With the success
of reCAPTCHA, various crowdsourcing platforms have sprung
up, including the early question-answering systems such as
Baidu Knows, and the more recent online job recruitment and
task subcontracting management platforms such as Amazon
Mechanical Turks (AMT), CrowdFlower and oDesk. These
platforms not only bring new technical revolution but also
create huge market economic value. Therefore, crowdsourcing
holds great potential to revolutionize the era of the Internet. As
commented by the People’s Daily in 2014, “Crowdsourcing is the
trend of the times”.
The recent emergence and the rapid development of mobile
Fig 1. Spatiotemporal crowdsourcing applications
20 REPORTER 2018
Fig 3. Taxi demand prediction system
Beihang University REPORTER
offline participants through the Web platform to complete
various spatiotemporal tasks that cover almost every aspect
in daily life and make social and economic benefits. Popular
and successful spatiotemporal crowdsourcing applications
in the sharing economy include real-time taxi-calling services
such as Didi Chuxing, and logistics delivery services such as
Baidu Takeaway. This is only one example of spatiotemporal
crowdsourcing applications that penetrate people’s everyday life
and have brought influential social and economic benefits (see
Fig 1 for more examples). The wide adoption of spatiotemporal
crowdsourcing has also triggered extensive research in the
academia. The main focus of spatiotemporal crowdsourcing
research includes real-time task assignment and dynamic
incentive mechanism design. These two issues study the global
optimization, management and mechanisms for large-scale,
sustainable spatiotemporal crowdsourcing platforms, and are
thus considered core in spatiotemporal crowdsourcing research.
1. Real-time task assignment
Real-time task assignment studies the problem of assigning
participants to proper tasks based on their spatial, temporal and
other factors, when both participants and tasks arrive on the
crowdsourcing platform dynamically. The problem is challenging
because the spatiotemporal distributions of participants and
tasks can be random and are unknown in advance. The lack of
information makes real-time task assignment vulnerable to local
optimum, leading to uneven resource allocation and suboptimal
solution to task assignment.
To tackle the challenges of real-time task assignment in
spatiotemporal crowdsourcing, our team proposes a prediction-
based real-time assignment scheme. It first predicts the number
of participants and tasks and dispatches participants before
the arrival of their assigned tasks based on the prediction
result to optimize the assignment. Specifically, we first
designed a participant and task prediction algorithm based on
“simple model+complex features”[2]. The algorithm fusions
heterogenous spatial, temporal, weather, event and POI features.
Fig 2 shows the spatial, POI and weather distributions of taxies
in Beijing, with data provided by Didi Chuxing. Each of these
features affects the distributions of taxi orders differently, and
some features have joint impact on the task distributions. An
example of combined features is that the taxi orders in certain
2018 REPORTER 21
regions will surge during holidays. Based on these observations,
we engineered high-dimensional combinational features from
single features and fed them into a simple linear model for
prediction. Our work adopts features of more than two hundred
million dimensions. Experiments on large-scale taxi order data in
Beijing and Hangzhou show that our method outperforms other
complex prediction models, such as Neural Network and GBDT.
Fig 3 shows an illustrative prediction result of Unit Original Taxi
Demand (UOTD) in Haidian District, Beijing.
On this basis, we propose a prediction-based real-time
assignment algorithm[3]. Fig 4 shows the algorithm framework.
The algorithm makes assignments according to the prediction of
the number of tasks and participants to maximize the number
of completed tasks. It partitions time and space into slots and
regions, and predicts the number of tasks and participants for
each slot and region. Then, a bipartite graph is constructed
based on the predictions, which is used to make assignment to
maximize the number of completed tasks. When a new task or
participant arrives, it can be immediately assigned according
to such pre-calculated assignment. When the actual number
of tasks or participants differs from the predicted one, a new
task will wait, and a new participant will be asked to go to the
designated region. We prove that the algorithm achieves an
approximate ratio of 0.47. Experiments on the data of Didi
Chuxing show that the algorithm can guide the assignment
of tasks more accurately and the number of completed tasks
increases by 40%.
2. Dynamic incentive mechanism
Dynamic pricing mechanism is another important research
topic in spatiotemporal crowdsourcing, as it is the driving
power to attract participants and the enabler for sustainable
spatiotemporal crowdsourcing. Our team proposes a global
dynamic pricing solution[4], which aims to set prices of tasks in
each region dynamically, such that the expected revenue of the
platform is maximized. The framework addresses the following
challenges: (1)unknown demand — Tasks appear dynamically,
and the decisions (accept or reject) of participants are unknown
before the release of prices. This challenge makes it necessary
to estimate the acceptance probability of participants for
different prices. (2)limited supply — Supply of participants can
be limited in many spatiotemporal crowdsourcing applications.
A pricing framework suited for limited-supply in spatiotemporal
crowdsourcing is needed. (3)dependent supply — Different
participants cover different regions and they can intersect.
Participants in a certain region simultaneously influence the
Fig 4. Framework of the prediction-based real-time task assignment algorithm
FEATURE focus
22 REPORTER 2018
crowdsourcing in the past two years. Thanks to the close
cooperation with leading sharing economy companies such as
Didi Chuxing, some of our theoretical achievements have been
applied in real-world applications. As pointed out at the beginning
of this article, spatiotemporal crowdsourcing is a new computing
paradigm in the era of sharing economy. We expect that the
follow-up research in our team will have the opportunity to serve
more applications for people’s everyday life.
Yongxin Tong, associate professor, school of computer science,
Beihang University, E-mail: [email protected]
References
[1]Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv.
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. IEEE Transactions on
Knowledge and Data Engineering (TKDE), 30(8): 1588 - 1601, August 2018.
[2]Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang,
Jieping Ye, Weifeng Lv. The Simpler the Better: A Unified Approach to Predicting Original
Taxi Demands on Large-Scale Online Platforms. ACM SIGKDD Conference on Knowledge
Discovery and Data Mining (SIGKDD), 2017, 1653-1662.
[3]Yongxin Tong, Libin Wang, Zimu Zhou, Bolin Ding, Lei Chen, Jieping Ye, Ke Xu.
Flexible Dynamic Task Assignment in Real-Time Spatial Data. In International Conference on
Very Large Databases (VLDB), 2017, 1334-1345.
[4]Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye:
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. In ACM SIGMOD
International Conference on Management of Data (SIGMOD), 2018, 773-788.
Fig 5. Prototype system of dynamic pricing
Beihang University REPORTER
supply of other regions reachable by the participants, which
makes the problem even harder.
We propose a two-step framework, “base pricing+dynamic
pricing”, to solve the problem. In the first step of base pricing,
we present a base pricing strategy assuming sufficient supply.
It sets a rough global price of the crowdsourcing market, which
will be used in dynamic pricing. Specifically, the expected
revenue is only related to the local Revenue-Price curve when
the local supply is sufficient. The base pricing strategy models
the curve as a Myerson reserve price curve, and sets the price
that maximizes the revenue. In the second step of dynamic
pricing, where the supply can be limited and dependent
among regions, we adopt a multi-armed bandit model to
estimate the unknown demand for regions, and f inally
get the price for each region that maximizes the expected
revenue with theoretical guarantees. Experiments on both
synthetic and real datasets demonstrate the effectiveness
and efficiency of our proposed framework. Fig 5 illustrates the
prototype of the dynamic pricing system.
Above is the major research outcome in our team on task
assignment and incentive mechanism design for spatiotemporal
2018 REPORTER 23
Fig 1. Reasons for the failure of metallic lithium and corresponding solutions
Rechargeable metallic lithium batteries
concentration on the surface of electrode; (3)inhomogeneous
distribution of lithium ions around electrode. Correspondingly,
three strategies can be explored to avoid the failure of
lithium anodes such as pre-fabricated uniform SEI film, three-
dimensional (3D) conductive host and 3D host with polarized
functional groups or channels. To realize the application of
lithium anodes, our team not only reviewed the new progress of
research of metallic lithium, summarizing the failure reasons of
metallic lithium and corresponding solving strategies, but also
solved the uncontrollable growth of lithium by developing new
efforts such as constructing 3D host and confining nucleation
seeds.
To address these issues of lithium, we first proposed
a conductive host to decrease the local current density of
lithium deposition. Based on the ductility of metallic lithium
and super lubricity of 2D materials, flexible Ti3C2 MXene-lithium
composite with lamellar structure was fabricated via a roll to
roll approach. It is found that a few Ti-Li bonds are generated
in Ti3C2 nanosheets by X-ray photoelectron spectroscopy
Metallic lithium has been regarded as the “ultimate”
choice for anodes of rechargeable batteries due to its high
theoretical capacity (3860 mA h g−1), low potential (−3.04 V
vs Standard Hydrogen Electrode) and low density (0.534 g
cm−3). Though metallic lithium has great potential in the field
of electrochemical energy storage, its practical application in
rechargeable batteries has been plugged by the formation of
dendrites and dead lithium which originated from the repetitive
deposition/dissolve process, leading to rapid fading of the
reversible capacity of batteries, and even inducing internal short
circuit. These problems were related to the formation of uneven
solid electrolyte interphase (SEI) film owing to the reaction
of high activity of lithium with organic electrolyte, resulting in
the inhomogeneous transmitting of lithium ions in SEI film.
In addition, heterogeneous morphologies of lithium were
inevitable, generating nonuniform distribution of lithium ions
and charge concentration. Therefore, the reasons that cause the
failure of lithium anodes can be ascribed to three aspects (as
shown in Fig 1): (1)naturally formed uneven SEI film; (2)charge
FEATURE focus
24 REPORTER 2018
(XPS) tests, acting as nucleation seeds to guide facile lithium
nucleation. Furthermore, it is confirmed that lithium prefers to
nucleate inside the gaps between Ti3C2 nanosheets by in-situ
transmission electron microscope characterizations. As the Ti3C2
MXene-lithium composite is applied for an anode, rechargeable
property of lithium anode is successfully obtained, and a cycle
stability of over 200 cycles is achieved at 1 mA cm-2 (Fig 2).
When current density is increased to 5 mA cm-2, this composite
anode is still stable. These can be attributed to the conductive
Ti3C2 nanosheets that not only decrease the current density of
lithium deposition, but also act as nucleation seeds to guide
lithium deposition, and accommodate the volume change of
lithium.
Further studies have confirmed that the lithium deposition
process is highly influenced by the nucleation. The metal-organic
frameworks (MOFs) materials naturally contain tunable structure
and metal ions, which can be transformed to conductive porous
carbon with homogenously distributed nucleation seeds via
simple heating treatment. Therefore, porous C-Zn nanomaterials
are developed as hosts for metallic lithium via heating Zn-based
MOFs, and further achieve a carbonized MOFs-lithium (cMOFs-
Li) composite via molten lithium infusion approach. In this
matrix, Zn (ZnO) clusters, which not only enhance the lithium
affinity of carbonized MOFs, but also behave like pre-planted
nucleation seeds to guide Li deposition inside the matrix and
confine the growth of lithium, are homogeneously dispersed
inside (Fig 3). At the same time, the 3D conductive porous
structure dramatically homogenizes the distributions of electric
field and Li ion flux, accelerating the uniform deposition of
lithium and greatly enhancing cycle stability of cMOFs-Li anodes.
This provides a new manner to achieve a series of stable
metallic lithium anodes based on the large family of MOFs with
tunable metal species.
The severe growth of lithium dendrites during lithium
deposition may puncture the separator, resulting in inside short
circuit and even safety hazards, and it is an essential strategy to
explore high-strength separators to ensure the safety of lithium
anodes. We developed a high-strength separator consisting of
sandwich-like Go-silicon nanosheets (G-SiO2). This separator
processes a thickness of only 20 μm and superior high shear
modulus, efficiently restraining the growth of lithium dendrites
and preventing the separator from being pierced. Moreover,
Fig 2. The top: the symmetric cell with numerous transfer channels for lithium ions in the hybrid, avoiding the formation and growth of lithium dendrites; the bottom: cycle performance of lamellar structured Ti3C2 MXene-Li films electrodes, indicating superior stability
Beihang University REPORTER
2018 REPORTER 25
Fig 3. The top: schematic representat ion exhibi t s the fabrication process of lithium-carbonized metal-organic frameworks. The uniformly distributed zinc clusters act as the nucleation seeds to guide uniform li thium deposit ion; the bottom: cycle stability of symmetr ica l ce l l s wi th lithium-carbonized metal-o r g a n i c f r a m e w o r k s (red) and bare Li (black) electrodes, indicating the greatly enhanced stability of lithium-carbonized metal-organic frameworks anodes
mesoporous with diameters around 2.8 nm and the big pore
volume of G-SiO2 enable fast lithium ion transportation. Based
on the simple fabrication method with tunable pore structure
and thickness, this separator consisting of G-SiO2 offers new
insights for other kinds of separators.
In summary, we have accumulated abundant theoretical
and practical experiences in rechargeable metallic lithium-
based batteries, and have provided different methods to
solve the problems of metallic lithium from the aspects
of host construction, pre-planted nucleation seeds and
enhanced separators, laying solid experimental foundations
for the application of metallic lithium. On this basis, we
fur ther propose new insights to address the intr insic
problems of lithium metal anodes: 1)further identify the
deposition behaviors of metallic lithium using advanced
characterizations such as in-situ tests and cryo-electron
microscopy, establ ishing a regular model for l i th ium
deposition and proposing the primary cause of growth of
lithium dendrites; 2)fabricate lithium-based composite by
harnessing new processes to achieve nanocrystallization of
lithium and efficient control of lithium deposition, solving
the uncontrollable growth of lithium; 3)explore nondendritic
lithium anodes, such as liquid lithium contained anodes.
Shubin Yang, professor, school of materials science and
engineering, Beihang University, E-mail: [email protected]
References
[1]Bin Li, Ying Wang, Shubin Yang*. A material perspective of rechargeable metallic
lithium anodes. Advanced Energy Materials 2018, 1702296.
[2]Mengqi Zhu, Bin Li, Songmei Li, Zhiguo Du, Yongji Gong, Shubin Yang. Dendrite-
free metallic lithium in lithiophilic carbonized metal–organic frameworks. Advanced Energy
Materials 2018, 1703505.
[3]Bin Li, Di Zhang, Yue Liu, Yuyou Xin, Songmei Li, Shubin Yang*. Flexible Ti3C2
MXene-lithium film with lamellar structure for ultrastable metallic lithium anodes. Nano
Energy 39, 2017, 654-661.
[4]Nan Zhang, Bin Li, Songmei Li, Shubin Yang. Mesoporous hybrid electrolyte
for simultaneously inhibiting lithium dendrites and polysulfide shuttle in Li–S Batteries.
Advanced Energy Materials 2018,170312.
FEATURE focus
26 REPORTER 2018
WELCOME new starters
Xiaoliang ZhangYouth 1000 Talent Program
Optoelectronic materials; solar cells
Wei ChenAssociate Professor of Zhuoyue Program
Complex networks and data science
(percolation in complex networks,
data mining of social networks and
biological networks)
Shuanhu QiAssociate Research Professor of
Zhuoyue Program
Polymer theory and simulation
schemes
Xiantong ZhenAssociate Research Professor of
Zhuoyue Program
Computer vision, machine learning,
artificial intelligence, medical image
analysis
Fengjun YanYouth 1000 Talent Program
Automotive powertrain system
control
Jingnan ChenAssociate Research Professor of
Zhuoyue Program
Operations research and management
science, financial engineering
Shoushu GongResearch Professor of Zhuoyue Program
Condensed matter theory (strongly
correlated materials, computational
condensed matter physics)
Wang KangAssociate Research Professor of
Zhuoyue Program
Spintronics and its related devices,
circuits, and architectures
Pu WangYouth 1000 Talent Program
Biophotonics
Teng WangYouth 1000 Talent Program
Organic synthetic methodology
Xiang YuYouth 1000 Talent Program
Fault-tolerant control, guidance,
navigation, and control of flight
vehicles
Cheng QianAssociate Research Professor of
Zhuoyue Program
Physics of failure, system reliability
d e s i g n , r e l i a b i l i t y a n d l i f e t i m e
assessment, accelerated test methods
Dexiang WuAssociate Research Professor of
Zhuoyue Program
Decision support system (optimization
and decomposition algorithm design, risk
analysis and performance evaluation)
Linyun LiangYouth 1000 Talent Program
Development of mesoscale theories and models to study the behaviors of the irradiation-induced microstructural evolution in nuclear materials for the advanced nuclear energy system
Yihan LiAssociate Research Professor of
Zhuoyue Program
Microwave photonics, ultrafast
optics, high-frequency broadband
micro- and millimeter-wave
Ying WangAssociate Research Professor of
Zhuoyue Program
Neural engineering and biomaterials:
using biomaterials and new technology
to solve neural science problems
Peipei ZhangAssociate Research Professor of
Zhuoyue Program
Advanced manufacturing techniques
for biomedical applications
Defeng WangYouth 1000 Talent Program
Medical imaging, medical image
analys is , s tat is t ica l learn ing,
computational life science
Hua ZhongAssociate Research Professor of
Zhuoyue Program
Environmental and resource economics;
environmental policy and welfare;
applied general equilibrium model
Liang DaiYouth 1000 Talent Program
Theoretical and computational soft
matter physics, polymer physics,
biophysics
2018 REPORTER 27
Beihang University Calls for Global Talents
2018 REPORTER 27
1. About the University
Founded in 1952, Beihang University (BUAA) is the first higher education institution featuring aeronautics and
astronautics established after the founding of the People’s Republic of China in 1949. As one of the top research
universities in China, Beihang University is under the supervision of the Ministry of Industry and Information
Technology. Ever since its founding, Beihang has been the university given priority for development, one of the first
16 National Key Universities, and one of the 22 universities to establish graduate schools since degree system
was reintroduced in the 1980s. It was one of the first universities to be funded by China’s government initiated
“Project 211” and became a member of “Project 985” in 2001. In 2013, Beihang University became one of the
first National Collaborative Innovation Centers in “Program 2011”. In 2017, Beihang was chosen as “Class A
University” in the “Double First-Class” plan, which includes major support from the Chinese Ministry of Education
and other government departments to build a world-class university with first-class subject areas.
Beihang University is committed to providing high-level education and research to better foster innovation
and creativity in order to cultivate leaders who contribute to the development of the nation and the world. At
Beihang, academic prosperity and distinctiveness are created in a wide range of subject areas including sciences,
engineering, economics, management, humanities, law, philosophy, education, medicine and art. Engineering,
material science, physics, computer science, and chemistry rank top 1% in the Essential Science Indicator
database, with engineering ranking top 1‰, which marks its competitiveness in building world-class subject
areas. There are 8 degree programs for priority development (tied for seventh in the nation), 8 fields of study
(second level disciplines) for priority development in the nation, 9 programs of study for priority development in
Beijing, and 10 programs of study for priority development related to national defense. There are 7 national first-
class programs of study (tied for sixteenth in the nation) including aerospace science and technology, materials
science and engineering, mechanics, instrument science and technology, software engineering, computer science
and technology, and control science and engineering. According to results of the fourth round of assessment of
programs of study nationwide released in December 2017, Beihang University has 14 programs of study listed in
Class A. Aerospace science and technology, instrument science and technology, materials science and engineering,
and software engineering are listed as A+ (the number of A+ programs tied for eleventh in the nation).
A large number of renowned scientists and professors including many young and promising scholars with
profound attainment are contributing their wisdom and intelligence to the development of the University. Among
them are 3 Nobel laureates, 24 academicians of the Chinese Academy of Sciences or the Chinese Academy of
Engineering, 27 Global Talent 1000 national experts, 31 “Program 973” chief scientists, 75 Changjiang Scholars,
48 recipients of “National Science Fund for Distinguished Young Scholars”, 3 awardees of National Excellence
in Teaching, 56 Global Youth Talent 1000 scholars, and 38 recipients of “National Science Fund for Outstanding
Young Scholars”. Significant contributions have been made by Beihang University faculty members. A number of
outstanding faculty members have been awarded First Prizes of national level science and technology awards or
become prominent scientists and chief engineers.
28 REPORTER 2018
The innovative capacity that meets the national strategic needs is a high priority for Beihang University, which
enhances basic, forward-looking, and strategic high-tech research, gathers together key elements to innovation
to break technology bottleneck, and, at the intersection of industry, academia, research and application, builds
top innovation platforms and research groups. The total amount of scientific research activities is increasing.
The per capita amounts of research expenditure rank number 1 among higher education institutions in the
country. It has 9 State Key Laboratories, 4 National Engineering Research Centers, 66 provincial or ministerial-
level key laboratories, 6 Innovative Research Groups of the Natural Science Foundation of China, 12 Innovative
Research Groups of the Ministry of Education, 6 Innovative Research Groups of National Defense Science and
Technology, and 7 Innovative Research Groups of the Ministry of Science and Technology’s Key Research Areas
of the Innovative Talents Promotion Plan. Since the “10th five-year plan” period, Beihang has been awarded more
than 60 prizes from the three major science and technology awards at national level, including 12 national First
Prizes, and 3 Second Prizes of National Natural Science Award in 13 years, which sets the record for a university
receiving the highest level of national science and technology awards in consecutive years and affirms the success
of the “Beihang model” for scientific innovation. Beihang remains committed to strengthening basic research
and enhancing innovative capacity. Breakthroughs have been made in both the quality and quantity of papers
published in top international journals including Science and Nature.
“We have started the journey toward the sky and clouds high and far, our world lit up with achievements
like the bright stars”. Standing at a new historic starting point, while adhering to its traditions, principles
and philosophy, Beihang University will further broaden its horizon in planning for the future, making new
breakthroughs in promoting cross disciplinary innovation, fostering creative mind with elite education, constructing
top talent teams, setting the trend for science and technology development, as well as expanding international
cooperation. With one heart and one mind, and to forge ahead with determination, the University will quicken its
pace in building a world-class university rooted in the homeland of China, with Beihang Dream a major force in
realizing the Chinese Dream of the great rejuvenation of the Chinese nation. We sincerely welcome outstanding
scholars worldwide to join us in this process.
2. Subject Areas for Recruitment
Materials science and engineering, information and communications technology, electronic science and
technology, electrical engineering, control science and engineering, power engineering and thermal physics
and engineering, aerospace science and technology, mechanics, computer science and technology, software
engineering, mechanical engineering, management science and engineering, mathematics, systems science,
biological and medical engineering, transportation engineering, civil engineering, reliability engineering,
instrument science and technology, optoelectronics engineering, physics, nuclear science and technology,
chemistry, environmental science and engineering, geophysics, interdisciplinary medicine-engineering, and other
cutting-edge, cross-disciplinary or emerging research areas.
3. Qualifications and Benefits
(1)Qualifications
a. All candidates are expected to comply with laws, rules and regulations of the People’s Republic of China,
with academic integrity and high ethical standards.
b. Candidates, who should be under the age of 40 (see official program announcement for further details),
should be doing research in the field of natural sciences, engineering, or technology.
c. Candidates, at the time of filing the application, must have more than 36 consecutive months of overseas
research or work experience (full time), and must have received the PhD degree. Those who keep an employment
relationship with domestic institutions and receive salaries while working overseas are not eligible. Applicants
2018 REPORTER 29
with doctoral degree conferred in China shall not exceed the requirement for 3 years mentioned above; applicants
whose doctoral degree has been conferred overseas may exceed the requirement for 3 years, only if they have
obtained outstanding results in research or have significant achievements. In this case, the employer should
attach a statement to the application explaining why the applicant is qualified.
d. At the time of filing the application, the applicant must have a full-time teaching and/or research
appointment at a world renowned university, research institution or well-known corporate R & D lab abroad. For
those who have been working in China, the time since returning/coming to China should be less than one year.
e. After being admitted to the program, scholars should work in China for over three years.
f. The applicant should stand out among his/her peers in the field or have the potential to become leading
talent in his/her field of research.
g. Before the application deadline, students, senior visiting scholars, postdoctoral researchers, and others
who have been approved of national scholarship funding and/or whose overseas study and/or research has been
funded by the state, are not eligible if they are not complying with scholarship rules and regulations; those who
have terminated the funding agreement with relevant parties should provide documentation as justification for
eligibility in their application.
(2)Benefits
Beihang University will provide competitive salary, benefits, and research funding to Global Youth Talent 1000
scholars.
a. Salary is based at ¥400,000 per annum (pretax), with potential earnings of up to ¥600,000 (pretax).
b. Housing: apartment for faculty (subject to University policy) or ¥1,000,000 one-time housing allowance
(pretax)
c. Research funding: In addition to the national funding of ¥500,000 supplement plus ¥1,000,000 to
¥3,000,000 research funding, the candidate may apply for the University’s faculty start-up funds of ¥1,000,000 to
¥3,000,000.
d. Professional titles: ‘Distinguished’ Research Professor, PhD advisor
e. Resources and support: adequate number of doctoral students and “Zhuoyue” postdoctoral researchers
under supervision; office and lab space
f. Family support (subject to national and local policies): high quality “k through twelve” education for children;
assistance with spouse’s employment and Beijing permanent residence permit (hukou)
30 REPORTER 2018
4. Contact
We welcome eminent scholars, both domestic and international, to join us. Individuals should contact relevant
Schools to send application materials.
Queries related to policy should be directed to the Human Resource Department.Tel: 86-10-82317776 or 86-10-82317779E-mail: [email protected]
Other queries should be directed to the appropriate school.School of Materials Science and EngineeringTel: 86-10-82317134E-mail: [email protected]
School of Electronic Information EngineeringTel: 86-10-82317235E-mail: [email protected]
School of Automation Science and Electrical EngineeringTel: 86-10-82317333E-mail: [email protected]
School of Energy and Power EngineeringTel: 86-10-82339512E-mail: [email protected]
School of Aeronautic Science and EngineeringTel: 86-10-82317535E-mail: [email protected]
School of Computer ScienceTel: 86-10-82317632E-mail: [email protected]
School of Mechanical Engineering and AutomationTel: 86-10-82317730E-mail: [email protected]
School of Economics and ManagementTel: 86-10-82317837E-mail: [email protected]
School of Mathematics and Systems ScienceTel: 86-10-82317933E-mail: [email protected]
School of Biological Science and Medical EngineeringTel: 86-10-82339280E-mail: [email protected]
School of Transportation Science and EngineeringTel: 86-10-82339923E-mail: [email protected]
School of Reliability and Systems EngineeringTel: 86-10-82316431E-mail: [email protected]
School of AstronauticsTel: 86-10-82316530E-mail: [email protected]
School of Instrument Science and Optoelectronic Engineering Tel: 86-10-82338319E-mail: [email protected]
School of Physics and Nuclear EngineeringTel: 86-10-82317241E-mail: [email protected]
Sino-French Engineer School Tel: 86-10-82339307E-mail: [email protected]
School of ChemistryTel: 86-10-82317615E-mail: [email protected]
School of Space and EnvironmentSpace Science:Tel: 86-10-82317921E-mail: [email protected] Science:Tel: 86-10-82339539E-mail: [email protected]