contents of research areas.pdf · natural hazards (earthquakes, tsunamis and volcanoes) ......
TRANSCRIPT
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Contents College of Engineering ................................................................................................................ 2
SCHOOL OF CHEMICAL AND BIOMEDICAL ENGINEERING ....................................................... 2
SCHOOL OF CIVIL & ENVIRONMENTAL ENGINEERING ................................................................ 3
SCHOOL OF COMPUTER SCIENCE AND ENGINEERING ............................................................. 4
SCHOOL OF ELECTRICAL AND ELECTRONIC ENGINEERING ...................................................... 5
SCHOOL OF MATERIALS SCIENCE AND ENGINEERING ............................................................. 6
SCHOOL OF MECHANICAL AND AEROSPACE ENGINEERING .................................................... 7
College of Humanities, Arts and Social Sciences ......................................................................... 8
WEE KIM WEE SCHOOL OF COMMUNICATION AND INFORMATION ....................................... 8
College of Science ....................................................................................................................... 9
ASIAN SCHOOL OF THE ENVIRONMENT .................................................................................. 9
SCHOOL OF BIOLOGICAL SCIENCES ....................................................................................... 10
SCHOOL OF PHYSICAL AND MATHEMATICAL SCIENCES ........................................................ 11
Lee Kong Chian School of Medicine .......................................................................................... 12
Research Centres ...................................................................................................................... 13
COMPLEXITY INSTITUTE (CI) ................................................................................................. 13
EARTH OBSERVATORY OF SINGAPORE (EOS) ........................................................................ 15
ENERGY RESEARCH INSTITUTE @ NTU (ERI@N) .................................................................... 17
INSTITUTE OF CATASTROPHE RISK MANAGEMENT (ICRM) ................................................... 18
INSTITUTE FOR MEDIA INNOVATION (IMI) ........................................................................... 20
NTU-UBC RESEARCH CENTER OF EXCELLENCE IN ACTIVE LIVING FOR THE ELDERLY (LILY) .... 25
NANYANG ENVIRONMENT & WATER RESEARCH INSTITUTE (NEWRI) .................................. 26
RAPID-RICH OBJECT SEARCH (ROSE) LAB .............................................................................. 28
SINGAPORE CENTRE FOR ENVIRONMENTAL LIFE SCIENCES ENGINEERING (SCELSE) ............. 30
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College of Engineering
SCHOOL OF CHEMICAL AND BIOMEDICAL ENGINEERING
Food Science & Technology
Translational Medicine
Translational Healthcare Technology/Bioinstrumentation
Pharmaceutical Engineering
Biotechnology & Synthetic Biology
Energy & Chemical Technologies
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SCHOOL OF CIVIL & ENVIRONMENTAL ENGINEERING
Construction Technology and Management
Construction Technology and Management
Building Information Modeling (BIM) for built environment and infrastructure engineering
IT Applications for Construction Industry
Construction Productivity and Safety Studies Geotechnical Engineering
Foundations of High-Rise Buildings
Land Reclamation
Underground Space Development
Rock Mechanics and Engineering Geology
Space creation via intensification of land use
Climate Change Impact on Urban environment Maritime Studies
Maritime Logistics
Strategic and Quality Management in Shipping
Supply Chain Management
Sustainable Maritime Operations
Data Analytics for Maritime Applications Structures and Mechanics
Structural Dynamics
Protective Technology
Concrete and Steel Technology
Sustainable Timber Technology Environmental Engineering
Membrane science and technology
Environmental microbiology and biotechnology
Environmental chemistry and materials
Environmental toxicology and public health
Simulation and modelling of environmental processes
Solid waste management Water Resources Engineering
Water Resources and Flood Management Transportation Engineering
Urban mobility and inclusive society Civil Engineering
Impact of Climate Change on Urban Liveability
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SCHOOL OF COMPUTER SCIENCE AND ENGINEERING
Artificial Intelligence
Audio, Speech and Signal Processing
Biomedical Informatics
Blockchain / Fintech
Cloud Computing
Cognitive Modelling
Computational Neuroscience
Computer Graphics and Interactive Visual Computing
Computer Networks and Communication
Computer Vision and Multimedia
Custom / Re-configurable Computing
Cyber Physical Systems
Cybersecurity
Data Management and Analytics
Hardware and Embedded systems
High Performance Computing
Human Computer Interaction
Image Processing
Information Retrieval
Internet of Things
Machine Learning
Modeling and Simulation
Natural Language Processing
Parallel and Distributed Systems
Robotics
Software Engineering
Wireless and Smart Sensor Systems
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SCHOOL OF ELECTRICAL AND ELECTRONIC ENGINEERING
Renewable Power and Energy Systems
Smart Power Grids
Electric cars and vehicles
Autonomous vehicles
Intelligent Transportation
Power Electronics
Energy Efficient Buildings and Transportation
RF, Analog/Mixed-signal and Low-power Digital ICs
Edge Computing
Neuromorphic computing
System-on-Chip/System-in-Package and Testing
Terahertz and Si Millimeter Wave ICs
Digital Media Processing and Applications
Signal Processing Theory and Systems
Intelligent Computing, Information Security and Biometrics
Computer Vision, Image and Video Processing
Big Data Analytics
Artificial Intelligence, Machine/Deep Learning
Modeling and Control of Complex Systems
Intelligent Systems and Advanced Robotic Systems
5G communications
Advanced Coding and Signal Processing for Communication, Storage and Security
Sensor Networks, Network Design, Network Security and Network Performance
Nanoelectronics: Semiconductor Materials, Devices, Systems
Bioelectronics, Biophotonics , Bio-Sensors
Internet of Things
Future and Smart Mobility
Satellite Engineering and Space Technology
Photonics and Nanophotonics
Specialty fiber and fiber technology
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SCHOOL OF MATERIALS SCIENCE AND ENGINEERING
Biomaterials and Biomedical Devices
Biomimetic Materials
Combinatorial Materials and Materials Simulation
Computational Materials Science
Defence Materials
Functional Materials and Composites
Materials for Sustainability
Materials Characterization
Nanoelectronics, Nanomaterials and Multiferroics
Nanomedicine
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SCHOOL OF MECHANICAL AND AEROSPACE ENGINEERING
Aerospace Engineering (Aerodynamics, Flight dynamics & control, Propulsion & UAV,
Smart materials, Aircraft Design, Aero-elasticity & aircraft structure)
Air Traffic Management (Human Factors, Operation Research, Environment and
Weather, Information management systems)
Future mobility (Advanced power systems and drivetrains, electric mobility,
autonomous vehicles, driver-automation collaboration)
Biomedical Engineering (Bio-design and bio-manufacturing of tools/devices,
Biomechanics, Medical simulation, Bio-sensors/biomedical devices)
Clean Energy & Sustainable Environment (Fuel Cells, Wind/Tidal energy, Clean
technology & environment, Advanced cooling technologies, Waste heat recovery,
Alternative energy, Environmental acoustics)
Micro/nanofabrication and Micro Systems (Thin films & coatings, MEMS & BioMEMS,
Data storage, Sensors & actuators)
Naval architecture and marine engineering (Fluid-marine structure interactions, Ship
structure design, Marine engine emissions, LNG ships, Hull-propulsor design)
Optical and laser engineering (Computational Optics, Nanoscale Optical Engineering,
Precision Optics, Laser Structuring and Processing)
Robotics and Intelligent Systems (Industrial robots, Surgical robots & remote diagnosis,
Rehabilitation robots, Cobots, Soft robots, Virtual reality, Intelligent systems)
Sports Research (Footwear design and materials, Advanced materials for apparels,
Wearable electronics, Human and athlete performance)
Systems Engineering and Management (Human Factors Engineering, Operations
Research, Systems Engineering, Design Studies)
Additive Manufacturing (Selective Laser Melting, Selective Laser Sintering, Electron
Beam Melting, Laser Additive Manufacturing, Bioprinting, Modelling and Simulation)
Precision Machining (Laser-material interactions, surface modifications, non-traditional
machining, ultra-precision machining)
Advanced & Sustainable Manufacturing (Factory of the Future, Industry 4.0, Smart
manufacturing, Industrial Internet of Things, Cyber-physical manufacturing system
optimization, Non-destructive testing and evaluation)
Mechanics of materials (Fracture mechanics, Material fatigue, Micromechanics, Soft
matters, Computational mechanics)
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College of Humanities, Arts and Social Sciences
WEE KIM WEE SCHOOL OF COMMUNICATION AND INFORMATION
Big Data & Analytics Social Media Media Effects Fake News & Rumours Journalism Risk and Sustainability Communication Consumer & Marketing Communication Visual Communication Health Communication Environmental Communication Medical & Health Informatics Human-Computer Interaction Digital & Serious Games Virtual & Augmented Reality Knowledge Management Digital Libraries & Information Retrieval Information & Media Literacy Internet Governance Film & Cinema
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College of Science
ASIAN SCHOOL OF THE ENVIRONMENT
The Asian School of the Environment (ASE) is an interdisciplinary school in the College of
Science that focuses on Asian environmental challenges. By integrating earth sciences,
ecosystems ecology, natural hazards and coupled human-natural systems, the school will to
address key issues of climate change, environmental science and sustainability. The school
aims to fill a significant gap in our understanding of the tropical landscapes and Asian urban
environments.
Our fields of research include:
Climate change (sea-level rise, storms) Coupled human-natural systems
Ecosystems and ecology
Environmental systems science
Environmental genomics
Natural hazards (earthquakes, tsunamis and volcanoes) Marine sciences (ocean chemistry and biogeochemistry)
Microbial ecology
Megacities and urban risk
Paleoclimate
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SCHOOL OF BIOLOGICAL SCIENCES
The School of Biological Sciences (SBS), which belongs to the College of Science, was established
in 2002 with a mission to make a strong contribution to biological and biomedical sciences. Since
then, many talented individuals from around the world and Singapore have joined us, from
scientific leaders, researchers, postgraduate students, working across our various fields of
research.
SBS collaborates with local and international research institutes, universities and hospitals,
sharing a common goal to advance basic knowledge and translational application in the biological
and biomedical sciences.
Our Fields of Research includes:
Cancer
Cell biology
Chemical biology
Gene regulation
Immunology
Infectious disease and microbiology
Metabolism and diseases
Neuroscience
Plant Biology
Stem cells and ageing
Structural biology
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SCHOOL OF PHYSICAL AND MATHEMATICAL SCIENCES
Mathematical Sciences
Probability and Statistics
Number Theory, Algebra and Combinatorics
Analysis and Topology
Coding Theory & Cryptography
Mathematical Logic
Scientific Computing and Computational Mathematics
Theoretical Computer Science and Algorithms
Financial Mathematics
Optimization
Applied Geometry Chemistry & Biological Chemistry
Analytical Chemistry
Bioinorganic, Bioorganic and Biophysical Chemistry
Green Chemistry
Inorganic and Organic Chemistry
Medicinal Chemistry
Nanotechnology, Nanomaterials and Nanobiotechnology
Physical, Theoretical and Computational Chemistry
Synthesis, Methodology and Catalysis
Total Synthesis of Natural Products and Drugs
Physics & Applied Physics
Condensed Matter, Semiconductor Physics and Spintronics
Photonics and Quantum Electronics
Quantum Technology and Quantum Information Science
Nanoscience and Nanotechnology, Surface and Interface Science
Biophysics, Bioimaging and Soft Condensed Matter
Nonlinear and Complex Systems
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Lee Kong Chian School of Medicine LKCMedicine is a young, thriving medical school dedicated to transforming healthcare and
advancing the science and practice of medicine. We champion the best in research and education,
built on a foundation of synergistic partnerships and organisational excellence.
Fundamental to LKCMedicine’s research strategy is an emphasis on Ageing and Population Health,
underpinned by our growing expertise in the key areas: Metabolic Disorders, Neuroscience and
Mental Health, Infection and Immunity, Dermatology and Skin Biology, Developmental Biology
and Regenerative Medicine, as well as clinical and other interdisciplinary research – themes that
directly address Singapore’s healthcare challenges of tomorrow and caring for its rapidly ageing
population.
LKCMedicine’s researchers have access to state-of-the art platforms and facilities, and work at the
centre of international and national networks, delivering world-class science and medicine via
collaborative initiatives and Research Centres.
By investing in people, creating the best research environment, and approaching healthcare’s
most complex translational challenges through focused interdisciplinary research between clinical
and engineering sciences, we do transformative science, provide innovative education, and
ultimately, change lives for the better.
List of Research Programmes:
Neuroscience and Mental Health
Population Health
Respiratory and Infectious Diseases
Vascular/Metabolic Diseases
Skin Diseases and Wound Repair
Developmental Biology & Regenerative Medicine
Health Technologies
Microbiome Medicine
Medical Education Research
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Research Centres
COMPLEXITY INSTITUTE (CI)
Complexity Institute (CI) was established in April 2014. It aims to become the Asian center for
transdisciplinary research and teaching on complexity and complex adaptive systems. It studies
how interactions within a system and its environment generate its dynamical patterns of
behaviour. It will leverage on the close relationships already established with international & local
institutions, government agencies, research organisations and funding agencies to build a strong
R&D programs and attract external funding.
Key Research Areas
Critical Transitions in Man-Made and Natural Systems
Many complex systems, man-made or naturally occurring, exhibit critical transitions and tipping
points. Understanding the tell tales of these transitions is crucial. We study these critical
transitions in coupled human and natural systems, in epidemics and in socio economic systems.
Foundations of Complex Adaptive Systems
There is no theory of complex systems. Many interesting results have been obtained using
concepts from thermodynamics but no full theory that can support predictive modelling exists. In
this research we focus on an Information Theoretical approach to describing the non-linear
interactions in deeply connected systems. Using novel information metrics such as Tsallis Entropy
and Natural Information as well as Geometrical Information we explore the fundamentals of the
dynamics of complex systems. The goal is a comprehensive, testable theory of Complex Adaptive
Systems.
Urban Adaptive Dynamics
Since about 2007 the majority of the world population is living in an urban environment. Yet we
hardly understand the concept of a ‘city’. We do know however that cities are pretty stable
constructs that show remarkable scaling behavior. In addition to being an environment in which
new opportunities are abundant, a city also is a source of increased crime, pollution and diseases.
Using open data we build Agent Based models to better understand the interplay between the
social and physical infrastructure of cities.
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Health Systems Complexity
Demographic challenges such as ever increasing population density or an aging population require
novel models to measure, predict, and mitigate the devastating effects these challenges pose.
Using novel machine learning techniques and modelling methods such as complex networks,
cellular automata and agent based models, we build predictive models to run what if scenarios
that can result in decision support for medical doctors and health care policy. The Virtual Physical
Human is a good example.
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EARTH OBSERVATORY OF SINGAPORE (EOS)
Climate
Climate research at EOS aims to fill a gap of much-needed information on climatic forces in Southeast Asia, which will allow for a more accurate projection of regional consequences that can expected from global climate change. Several major drivers of global climate, including the Western Pacific Warm Pool and the Indian Ocean Dipole, are active in this tropical region, yet scientific knowledge about them has been relatively scarce.
Hazards, Risk, and Society
EOS conducts research that links policy and social science inquiry with its natural science research and Education & Outreach involvement in areas affected by natural hazards. One project in Aceh aims to produce a comprehensive and integrated approach to post-disaster recovery and resilience. Another project is to assess current risk perceptions and mitigative actions related to earthquakes and tsunamis and the degree to which science communication has influenced those perceptions and actions.
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Tectonics
Southeast Asia and the surrounding areas have many large active faults, as well as a number of major subduction zones that are responsible for some of the world’s most complex movements by tectonic plates. This region provides a natural laboratory to study Earth deformation processes with global relevance.
Volcano
Volcanic arcs in Southeast Asia are among the most active on Earth. The EOS Volcano Group conducts geologic, geochemical, and geophysical studies to improve understanding of volcanic activity, particularly processes related to eruptions. EOS research in this field is designed to build on knowledge and tools that will aid in the forecasting of volcanic eruptions, assessment of their environmental and societal impacts, and efforts to mitigate the hazards.
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ENERGY RESEARCH INSTITUTE @ NTU (ERI@N)
Established in June 2010, the Energy Research Institute @NTU (ERI@N) distinguishes itself
through excellence in basic research directed towards outcomes of high industry relevance, with
focus on systems-level research for tropical megacities.
It achieves this via seven Interdisciplinary Research Programmes (IRP) and two Flagship
Programmes that cover the energy value chain from generation, transmission to end use.
The IRPs are the core of ERI@N’s applied research focus:
i) Renewables and Low carbon generation,
ii) Energy Storage & Fuel Cells,
iii) Renewables’ Integration & Microgrids,
iv) Multi-Energy Systems and Grids,
v) Sustainable Building Technologies,
vi) Future Mobility Solutions, and
vii) Electrification of Ports
Both Flagship Programmes serve as strong “Living Lab” platforms to engage industry developed
innovation, focusing on solutions that achieves energy efficiency and renewable energy
integration into smart micro grids, respectively:
i) Renewable Energy Integration Demonstrator – Singapore (REIDS)
ii) EcoCampus
The institute also takes the initiative to provide support and galvanize entrepreneurship to bring
innovations from the lab to the real-world through its ERI@N Accelerator Programme (EAP) – the
EcoLabs Centre of Innovation for Energy.
ERI@N is determined to enable knowledge creation and technology transfer in strong alliance
with government agencies, leading industry players and SMEs and global universities to support
Singapore’s national objectives to meet Singapore’s COP21 commitments. These commitments
will be ratified in part through the development of green buildings, renewable energy deployment,
proliferation of energy efficient solutions, creation of a “car-lite” society, digitalisation of the
energy system enabling a ubiquitous smart grid architecture and establishing low carbon districts.
A large pool of researchers and staff coming from 20 nations across the world, having wide
skillsets and expertise in Science, Engineering, Technology, Policy and Social science contributes
to a vibrant, multidisciplinary and collaborative research environment at ERI@N, enabling it to
achieve its mission for distinction and contribute to national aspirations for a Smart & Sustainable
Nation.
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INSTITUTE OF CATASTROPHE RISK MANAGEMENT (ICRM)
In recent years, we have witnessed massive increase of human and economic losses due to
catastrophic events. These events are either natural or manmade. This increase of losses is due
to globalization, urbanization, and climatic change. As a result, the nature and effects of these
disasters have also changed. The high level of economic activities and the inter-relationship of
man-made systems have brought out some unique and non-traditional risk management issues.
In Asia, where the risk awareness is low and the risk is high, the situation poses special problems
and challenges. These include understanding and recognizing risk, risk quantification (monetary,
social and human) as well as risk management. NTU’s Risk Research Agenda is driven by the
principle that catastrophic risk impacts the functioning and effectiveness of the whole fabric of
society and businesses. Developing strategies for mitigating these risks will require a robust
public-private partnership amongst government agencies, academia and industry players. ICRM
is leading the charge at NTU through some of its current major research programs including:
1) Future Resilient Systems (FRS)
Through the Singapore-ETH Centre (SEC), ICRM is leading the NTU-side effort in partnering with
ETH, NUS and SMU in the CREATE program on Future Resilient Systems (FRS). Asia is undergoing
massive growth of its urban areas along with corresponding growth of its critical infrastructure
systems such as for water, transport, communications and power. The resilience of these
infrastructure systems to hazards or shocks is critical for ensuring the health and safety of the
population. Developing an understanding of the resiliency of infrastructure systems is complex,
in that the infrastructure systems are individually themselves large and inter-linked and can
exhibit totally unexpected system responses which can even result in cascading failures across the
entire system of systems. Specifically ICRM will examine the risk to a city’s critical infrastructure
and particularly power networks under present and future configurations. The goal is to address
challenges faced with interwoven infrastructure networks by developing frameworks, concepts
and tools to make interconnected infrastructure systems more robust and resilient.
2) Natural Catastrophe Data Analytics Exchange (NatCatDAX) Initiative
Data necessary for catastrophe risk quantification in Asia and Southeast Asia are generally poor
in terms of availability, accessibility and quality. In an environment of low insurance penetration
and fragmented markets, this contributes to: (i) lack of modelling input for “blind” spots, (ii) lack
of data standards, and (iii) lack of robust and updated catastrophe models which depend on both
exposure data and loss data for validation. Application of innovative insurance and reinsurance
products and risk transfer instruments based on parametric triggers is thus practically impossible,
in the absence of quality underlying data. Headquartered in ICRM, the NatCatDAX Alliance will be
set up as an association of academia, government and industry group to address the above
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mentioned data and modelling gaps, through a catastrophe data and analytics platform for Asia
Pacific and starting with Southeast Asia. The Alliance has the objectives of: (i) increasing
availability of quality data through fusion of remotely sensed data and national data, (ii) enhancing
underwriting process, (iii) spurring collective market analytics and product innovation, and (iv)
underpinning needed catastrophe research.
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INSTITUTE FOR MEDIA INNOVATION (IMI)
Director: Prof. Nadia Magnenat Thalmann
(http://imi.ntu.edu.sg)
Vision
The Institute for Media Innovation (IMI) at Nanyang Technological University (NTU), Singapore is
a world-class research institute in Interactive New Media. It is directed by Professor Nadia
Magnenat Thalmann, a world-renowned researcher on Virtual Reality and Social Robotics. The
Institute’s main vision is the concept and realization of a true mixed society where anybody
anywhere in the world can be connected to another individual through smart 3D glasses and have
the illusion to share the same space with people of varying geographic proximity. This mixed
society includes real people, virtual humans and autonomous social robots. The novelty is to be
able to capture different environments in real-time, merge them into one 3D scene visible through
intelligent 3D glasses and to allow distant participants, including avatars and social robots, to walk
through this space wherever they are and interact naturally with each other. Nadine social robot
is an emerging part of this research as awareness and generation of the right group attitude
should be performed. IMI collaborates with the Interdisciplinary Graduate Programme (IGP) by
educating and training PhD students in New Media research areas.
Mission
To develop cutting-edge new media research in its core research group.
To lead the research and the international collaboration of the BeingTogether Centre in
3D Telepresence.
To create synergy and interactions with NTU schools to empower New Media
interdisciplinary research through integrated projects and joint PhD supervisions.
To promote and develop industrial applications in Singapore and elsewhere in the world.
To organize or participate to local and international events such as conference,
workshops, seminars and lectures.
Overview
The Institute for Media Innovation IMI, through its core research group, is developing cutting-
edge research in 3D immersive simulations, autonomous social humanoid robots, virtual humans,
3D modelling and 3D robot fabrication. IMI has created behavior for an innovative realistic female
humanoid robot, Nadine, which has autonomous social awareness capabilities as a social
companion. IMI works also on immersive gaming with autonomous players. Other projects
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include intelligent autonomous cranes and the making of children robots. 27 collaborative
projects with the participation of NTU schools have been achieved. For example, we can cite the
Virtual Pink Dolphin project, the faces segmentation and Expression for Autonomous Avatars, the
Award winning film Unframed, and the interactive crowd. IMI core group has organized 6
international top conferences in the field of New Media and 12 workshops and 10 joint seminars
with other schools. The IMI core group has welcomed more than 279 visits so far and showed its
latest demos. IMI core group interacts with more than 42 PhD students in New Media located in
IMI and coming from different schools. Each student presents his/her latest research during the
IMI Research Seminar that is held once a month in IMI. The group, together with the PhD students,
has published more than 476 top publications so far.
The International Centre, BeingTogether, on 3D Telepresence has been established since
December 2010 at IMI with an overall total funding of 29 million Singapore Dollars. It is in
partnership with the University of North Carolina (UNC) at Chapel Hill in the United States. In this
project, over 15 faculties in NTU have focused their research on various aspects of the
Telepresence research and in particular, on virtual humans and social robots who can act as
substitutes or additional human resources.
IGS PhD in New Media @ IMI
By enrolling in the Interdisciplinary Graduate School at NTU and selecting the Institute for Media
Innovation (IMI) as research institute, students have the great opportunity to prepare a PhD in
New Media in the dynamic environment of IMI. Playing a crucial part in ensuring the future of
New Media in Singapore, IMI aims to educate the next generation of scientists and technologists
and encourage them to share and benefit from their knowledge of engineering, 3D fabrication,
visual computer graphics and behavioral research.
IMI offers doctoral students vibrant multidisciplinary research capabilities. In particular, they will
have an opportunity to work in the area of cutting-edge interactive 3D simulation with top
equipment as Immersive Room, real-time motion capture, and several humanoid robots in a
multidisciplinary team. Through their personal work, seminars, courses, and interaction with
research experts, PhD candidates are prepared for research positions in leading academic
institutions as well as private and public organizations.
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Key Research Areas at IMI
1. BeingTogether Centre on 3D Telepresence
An extension from BeingThere Centre, BeingTogether Centre (BTC) was continued in October
2016 and has the renewed goal of realizing a true mixed society where anybody anywhere in the
world can be connected to another individual through smart 3D glasses and have the illusion to
share the same space with people of varying geographic proximity. The Centre is composed of
groups from the University of North Carolina (UNC) at Chapel Hill and various schools in NTU.
Research into this technology focuses on capturing different environments in real-time, merging
them into one 3D scene visible through intelligent 3D glasses and allowing distant participants to
walk through this space wherever they are. To date, BTC research has led to 18 technical
disclosures with licensing agreements under negotiation with the start-up Lythal Pte Ltd and the
University of Central Florida. More than 190 persons including researchers and
PhD/Master/Undergraduate students have been engaged in the Centre’s research. To date, a
total of 129 papers have been published in highly recognized international journals and
conferences including IEEE Transactions on Pattern Analysis and Machine Intelligence, ACM
Transactions on Graphics, IEEE Transactions on Image Processing, etc. Members of the Centre
have received 20 international awards and have 6 patents filed provisionally. 2 spin-off companies
have been formed.
2. Virtual Humans and Social Robots
This project aims to develop and achieve the smooth integration of a mixed society in the blended
space, with four main challenges:
From any body and face, create the outer shelf of a humanoid robot through 3D virtual
modelling and 3D printing;
Each partner (real, virtual, telepresent, robot, autonomous or not) should be
characterized by affects (including personality and emotion), memory, and interactions
with gestures, facial expressions and dialogue;
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Each partner should be aware of all other partners and the environment, and able to
collaborate and interact, and;
Each partner (except virtual humans) should be able to interact physically with the
environment, especially reaching, grasping and exchanging objects.
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3. Realistic Immersion with Virtual Humans
This project has started on 01 January 2017 and is in collaboration with Institute of Software,
Chinese Academy of Sciences in Beijing, China. The Chinese team is led by Prof Wencheng Wang
as the lead Principal Investigator and the Singapore team is headed by Prof Nadia Magnenat
Thalmann as the lead Principal Investigator.
In this project, we introduce a new model of perception-attention-action process for virtual
humans in order to improve the naturalness of their behaviour. The model of perception-
attention-action includes:
Perception allows virtual humans to access knowledge of states of real users and other
virtual humans (for example position, gesture and emotion) and information of both real
and virtual environment.
Attention models the cognitive process of real human to focus on selected information
with importance or interest. The “attention” of virtual humans in existing applications is
mostly predefined. With our proposed model, virtual humans could intelligently and
dynamically distribute their attention based on personality, emotion and events in virtual
scenes.
Action is the procedure of decision-making and motion synthesis for virtual humans. We
focus on how virtual humans acts in a mixed social scenario with both real and virtual
humans.
To implement such a model, we develop novel techniques, including the techniques for efficient
perception of important visual information (like gestures and emotion), efficient attention of
salient visual features to avatars, collaborative determination based on social communication,
realistic activities of avatars, efficient refreshing of the virtual world. The developed novel
techniques is integrated into a prototype system to promote behaviour of virtual humans, and is
applied to some concrete applications, such as volleyball games in VR environments.
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NTU-UBC RESEARCH CENTER OF EXCELLENCE IN ACTIVE LIVING FOR THE ELDERLY (LILY)
Founded in 2012 with S$26 million support from the National Research Foundation (NRF),
Nanyang Technological University (NTU) and The University of British Columbia (UBC) and
industries. LILY is Singapore’s first research centre focusing on artificial intelligence (AI) research
for successful aging. At LILY, we focus on developing Humanized AI technologies. Through cutting
edge human-in-loop AI research including curious AI, persuasive AI, explainable AI and crowd AI,
LILY has developed an ecosystem of humanized AI-powered platforms to help aging societies
become “ageless”. LILY’s predictive analytics wellness game systems have extending high quality
healthcare service provision from hospitals to individual seniors’ homes; the aging-in-place
system enables seniors to lead an active, independent and dignified lifestyle at home while
encouraging inter-generational communication; and the productive aging system empowers
retirees to continue to participate in social and economic development activities at their own
pace in order to derive a sense of fulfilment while contributing their valuable wisdom and skills.
By working closely with community organizations in Singapore, LILY has reached out to over
10,000 seniors. The Humanized AI research championed by LILY has attracted strong interest from
industry players such as Alibaba.
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NANYANG ENVIRONMENT & WATER RESEARCH INSTITUTE (NEWRI)
Vision
Become the pre-eminent Water and Environment Research Institute, focused on leading-edge
research, translation into world class products, and developing a highly skilled workforce.
Mission
Address Singapore’s national priorities in water and environmental needs. Perform fundamental
Research, translate through robust Engineering to innovative solutions, and work with industrial
and institutional partners, towards their Deployment to enhance Singapore’s global standing and
attract investment.
Ranked among top global organizations in the domains of environment & water technology,
NEWRI responds to national needs and global sustainability concerns in such areas as desalination,
water treatment, food waste management, solid waste management and climate change.
NEWRI’s operating ecosystem is both multi and inter-disciplinary. It encompasses the domains of
biotechnology & bioprocesses, environmental chemistry & materials, modelling and sensing,
resource recovery, and membrane technology. Specifically, there are five Centres of Excellence
(AEBC, ECMC, EPMC, R3C, and SMTC), a core analytics cluster, an engineering team, a business
development team, a philanthropic initiative, and an education unit.
Advanced
Environmental
Biotechnology Centre
(AEBC – NEWRI)
Environment Chemistry
and Materials Centre
(ECMC – NEWRI)
Environmental Process
Modelling Centre
(EPMC – NEWRI)
Residues and Resource
Reclamation Centre
(R3C – NEWRI)
Singapore Membrane
Technology Centre
(SMTC – NEWRI)
Energy & resource
recovery through
sustainable water and
biosolids management
systems
Physical and chemical
materials for
environmental
treatment applications
Translating and
applying mathematical
models and
visualization
Solid waste value capture
through waste to energy
and waste to materials
technologies
Membrane
technologies for
water, environment,
energy and cleaner
production
Research interests
include:
Energy self-sufficient
wastewater reclamation
Research interests include:
Advanced Oxidation Processes (AOP) (e.g.
Photocatalysis, Ozonation, Hybrid Combinations)
Research interests include:
Modelling & Hydrodynamics
(e.g. Contaminant Fate
and Transport in Water,
Research interests include:
Chemical Stabilisation (e.g. Ash/slag re-utilization, CO2
sequestration, landfill remediation)
Research interests
include:
Novel Membranes (e.g.
FO/PRO, low pressure NF, MD, biomimetic)
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processes (e.g. Novel
treatment processes with
lower energy)
Energy and resource recovery from biosolids (e.g. Activated sludge, food waste, agriculture waste etc)
Rapid biological assays for water safety (Transgenic zebrafish, human cell cultures, etc)
Catalysis (e.g. Novel materials for disinfection, lower energy, recyclable)
Sorption (e.g. Hydrogel, Activated Carbon)
Resource recovery (e.g.
Valuable metal recovery from waste streams)
Ocean Outfalls &
Intakes)
Sensors & Networks (e.g. Water Quality
Sensors, Tree Stability
Sensors, IoT Networks)
Artificial Intelligence & Machine Learning (e.g. Industrial and Municipal Water System Simulation & Process Controls, Molecular Dynamics)
Gasification (e.g. Syngas upgrading, Chemical looping combustion)
Air Pollution Control (e.g. Portable analysis system, Corrosion control)
Energy & Resource recovery (e.g. Plastics to Oil & Carbon-based
materials/Nanotubes)
Enhanced Module & System Design (e.g. Multi-stage approach, 3D Printed spacer & module)
Fouling Control &
Sensors (e.g. Preventing membrane damage, optimizing performance)
Novel Membrane Bioreactors (MBRs) (e.g. AnMBR, extractive MBR, fluidized bed MBR)
Applied Research and Translation (ART)
NEWRI translates lab research to scale-up and piloting, through 3
capabilities:
● START (Separation Technology Applied Research and Translation), a national
facility separately funded by EDB and supported by NTUitive and NTU as its lead
partner, with a focus on scale-up and piloting of separating-related technologies
system
● WW-ART (Wastewater Applied Research and Translation) a demo plant for
biosolids pre-treatment and enhanced energy recovery
● WtE-ART (Waste-to-Energy Applied Research and Translation), an open
platform for innovative technologies in the waste-to-energy and waste-to-
materials domains using gasification technology.
NEWRITech
NEWRITech bridges NEWRI and industry, as a
conduit to link research to commercialisation,
developing positive business and economic
outcomes.
NEWRIComm
The Lien Environmental Fellowship (LEF)
Programme – endowed by Lien Foundation
and NTU’s Nanyang Environment and Water
Research Institute (NEWRI) - aims to
improve water, sanitation, and renewable
energy for developing communities in Asia.
NEWRIEdu
The NEWRI Education Unit aims to ground
students in research fundamentals whilst
preparing them for future professional
careers. Students have access to cutting-
edge laboratory facilities, and gain
valuable exposure collaborating on
industry-related projects.
Please visit http://newri.ntu.edu.sg for more information.
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RAPID-RICH OBJECT SEARCH (ROSE) LAB
In Internet searches, a picture could be worth a thousand words. The Rapid-Rich Object Search
(ROSE) Lab was conceived in view of the proliferation of mobile internet devices and the growing
need to expand search beyond text’s limited capability in describing real-world objects. The Lab
is focusing on visual object search; video analytics & deep learning; as well as multimedia forensics
& biometrics.
Since 2012, the ROSE Lab has published over 300 papers in top conferences and journals in
computer vision, pattern recognition, and machine learning. The Lab has also secured 28 industry
partners, including Tencent (one of the largest Internet companies in Asia), NVIDIA (the world’s
leading visual computing company), Accenture (one of the world’s leading management
consulting companies), OMRON (a leading Japanese industry automation company), and
Lockheed Martin (one of the world’s leading defense contractors). These include multiple
projects with Tencent’s WeChat Pattern Recognition Center and Youtu Lab, as well as with
OMRON and KLASS Engineering.
The lab’s research topics include:
– Visual Object Search
• Visual object representation and understanding
• Fast object retrieval and recognition
• Compact descriptors for visual search
• Visual indoor localisation
• Scene Text Recognition
– Video Analytics & Deep Learning
• Object detection and classification
• Visual anomaly detection
• Pedestrian detection
• Person re-identification with multiple non-overlapping cameras
• Object and human tracking
• Action detection and recognition
• Scene understanding and reconstruction
• Mining persons of interest
• Image & Video Captioning
• Compact descriptors for video analytics
• Deep Learning, transfer learning, and unsupervised learning
• Domain adaptation and generalisation
• GPU architecture design and optimization for machine learning
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– Multimedia Forensics & Biometrics
• Multimedia semantic forensics
• Face spoofing and liveness detection
• De-noising and Reflection removal
• Soft biometrics recognition
• Image and video coding
• Image Quality measures
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SINGAPORE CENTRE FOR ENVIRONMENTAL LIFE SCIENCES ENGINEERING (SCELSE)
The Singapore Centre for Environmental Life Sciences Engineering (SCELSE) is a unique
interdisciplinary Research Centre of Excellence (RCE) and global leader exploring microbial
biofilms, communities and microbiomes established to discover, control, and direct their
behaviour for sustainable environmental, engineering, public health and medical applications.
SCELSE is funded by Singapore’s National Research Foundation, Singapore Ministry of Education,
Nanyang Technological University (NTU) and National University of Singapore (NUS), and is hosted
by NTU in partnership with NUS.
SCELSE research takes advantage of the universality of microbial biofilm communities and
microbiomes, employing high resolution ‘omics tools (genomics, proteomics, and metabolomics),
computational biology, state-of-the-art biofilm imaging and laboratory-to-pilot scale bioreactors
to investigate microbial biodiversity and function in complex systems, from environmental and
industrial to medical and public health.
SCELSE has strong links with biomedical, life sciences and engineering schools/departments at
NTU and NUS, together with industry, government and academic partners, and research institutes
in Singapore and abroad. This is further supported by the NRF funded Singapore National Biofilm
Consortium, which provides a platform to connect researchers and companies for translating
biofilm and microbiome research into products and technologies to meet industry needs.
These underpin SCELSE’s capacity to address cutting-edge multidisciplinary biofilm research
questions. The centre’s research model ensures all facets of biofilm research are rigorously
investigated, employing ecological theories to link processes at difference scales to evaluate and
predict microbial community biofilm behaviour under varying conditions, such key urban
sustainability challenges.
The exploratory power available to SCELSE researchers, combined with a singular level of
interdisciplinary expertise enable the delivery of a comprehensive understanding of microbial
systems. This, in turn, feeds into the development of translational approaches that will deliver
technological benefits and biofilm control applications.
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SCELSE’s key research areas and capacities include:
Experimental defined multispecies biofilm
Emergent properties of biofilms based on matrix composition
Biofilm-driven bioprocesses
Host-microbiome (holobiont) interactions
Urban water cycle: microbiomes and microbial processes in engineered waterways
Urban water cycle: wastewater engineering
Air microbiomes: Understanding & managing bioaerosols in clean and polluted environments
Air microbiomes and respiratory health
Marine host microbiomes, coastal engineering, and biotechnology
Pathogen detection and control
Population genomics and disease
Microbiomes in urban agri- and aquaculture
Antimicrobials and antibiofilm drugs
High-resolution advanced biofilm imaging
High-throughput sequencing and genomics
Integrative analysis of complex microbial systems