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Supervisor Research focus Detailed Research Projects

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1. Photovoltaic Energy Conversion
2. Silicon Solar Cells (Wafers and Thin-Films)
3. Fabrication, Characterisation and Numerical Modelling of Silicon Solar Cells
4. Physics of Semiconductor Devices
5. Light Trapping
 

Personal Website

1. Nanoscience & Nanotechnology
2. Materials Science & Engineering
1. Spin dependent transport in individual nanostructures.
2. Magnetostatic interactions in array of nanostructures.
3. Development of ultra-high sensitive magnet-optic Kerr Effect (MOKE) system.
4. Probing the Exchange Bias in Magnetic Nanostructures.
5. New Spintronic nanomaterials.

ALONSO Sylvie


Personal Website


1. Host-pathogen interactions/ vaccine development
2. Host-pathogen Interactions - Development of live bacterial vaccines.
1. Study of the mechanisms involved in the survival of M. tuberculosis within macrophages.
2.

Vaccine development using attenuated Bordetella pertussis as vehicle for vaccine delivery through the nasal route.

3. Dengue vaccine: use of Lactococcus lactis as mucosal delivery system.
4. Development of a vaccine against enterovirus 71 (EV71) using attenuated Bordetella pertussis as nasal delivery vehicle.
5. Exploring the role of metabolic pathways in Mycobacterium tuberculosis virulence and persistence.

Mohan K. BALASUBRAMANIAN



Personal Website
 
1. Cell Cycle Control and Cell Division
1. Positioning the cell division apparatus and monitoring cytokinesis.

Charanjit Singh BHATIA

1. Magnetic Data Storage Systems.
2. Ultra-thin film research.
3. Tribology.
4. Magnetic Interface Studies for Spintronics devices & exchange couple media.
5. Solar Energy.
 

Martin BUIST



Personal Website

1. Computational Bioengineering
2. Electrophysiology
2. Bioelectromechanics
1. Integrating electrical, mechanical and metabolic function in the gastrointestinal tract.
2. Modelling cardiac ischemia and reperfusion.
1. Derivation of progenitor and somatic lineages from human embryonic stem cells.
2. Application of human embryonic stem cells and derivatives for research and development of therapy, drug discovery, disease study, toxicity screening and tests.
1. Derivation of progenitor and somatic lineages from human embryonic stem cells.
2. Utilizing of human embryonic stem cells and progenies in studies of cytotoxicity, genotoxicity, carcinogenicity and mutogenicity for wide biomedical and biotech needs.
 
  Fetal Stem Cells
1. Biology of Fetal Endothelial Progenitor Cells, and their role in vasculogenesis in development and during tissue repair.
2. MR tracking of stem cells with nanoparticles and genetic modification.
3. Biology of Fetal Neural Stem Cells, and directed differentiation.

CHANG Young-Tae



Personal Website
 
1. Chemical Biology
2. Bioimaging
1. Colourful chemical genetics.
2. Bioimaging probe development.
3. Fluorescence library.
4. Artificial tongue.
1. Applied Probability
2. Applications to computational biology
1. Stein's method and probability approximations.
2. Bio-molecular sequence analysis.
CHEN Nanguang

Personal Website
  Biomedical Optical Imaging
1. Noninvasive measurement of blood Glucose concentration.
2. Molecular imaging contrasts for optical coherence tomography.
3. Imaging through turbid media.
1.

Self-assembled Nanostructures.

2. Graphene.
3. Soft Condensed Matter.
4. Synchrotron Radiation Science.
1. Well-ordered functional molecular nanostructure arrays via self-assembly on surfaces or surface nanotemplates for their applications in molecular electronics and solid state quantum computation.
2. Molecular-level interface controlled organic thin films or organic heterojunctions for organic photovoltaic devices.
3. Graphene-related devices, with particular focus on the single crystalline graphene epitaxially grown on SiC substrates.
4. Excited-state chemistry or physics at the interfaces of organic/metal, organic-oxides, and organic p-n heterojunctions with well-defined molecular orientation, supramolecular arrangement and interface energy level alignment.

Adrian CHEOK 


 
1. Mixed Reality and Virtual Reality
2. Pervasive and Wearable Computing
3. Interactive Media
4. Human Computer Interfaces
5. Art and Technology / Science
6. Transgenic Arts
7. New Media for Entertainment and Education
Students are invited to propose projects and ideas related to the topics of interest by this Professor.
  Molecular Epidemiology
1. Gene-environment interaction in cancer.
2. Gene-environment interaction in diabetes mellitus.

CHIM Wai Kin



Personal Website
 

Investigation of nanostructure fabrication / characterization techniques and the development / application of physical and electrical characterization techniques for the understanding of MOS device physics/reliability and the operation of nanoelectronic memory devices.

1. Growth and characterization of nanostructures for memory devices.
2. Growth and characterization of semiconductor nanostructures for thermoelectric application.
3. Scanning capacitance microscopy / spectroscopy.


Personal Website
  Nanoscience and Nanotechnology.
 

Personal Website
 
 

Multimedia information retrieval, in particular, on text and video retrieval, precise search, and question-answering.

1. News video retrieval and tracking.
2. Personal photo album.
3. Question answering (QA) of text & Web.
4. Video Retrieval and QA.
5. Information extraction on the web.
6. Precise media search engine.
7. Multi-modal Multi-source and Multi-resolution (M3) Analysis of Video.
1. Materials Science and Engineering
2. Nano-Science
3. Structural and Chemical Sciences
1. Pervaporation and Nano-Filtration Membrane Study for Biopharmaceutical Applications.
2. A Fundamental Study on the Separation of Olefin and Paraffin by Mixed Matrix Membranes with Modified Zeolites.
3. Development of New Membranes for Kidney Dialysis.
4. Membranes for H2 and natural gas purification and separation.
5. The study of new desalination membrane technologies: membrane distillation and forward osmosis.
6. Membranes for Biofuel Purification and Separation.
7. Membranes for chiral separation.
8. Membranes for purification and separation of pharmaceutical synthesis.
9. Membranes for protein purification and separation.
10. Membrane distillation.
1. Apoptosis
2. Reactive oxygen species
3. Oncogenesis
1. Redox regulation of apoptosis in tumor cells.
2. Oncogene activation and reactive oxygen species generation.
Stephen COHEN
1. microRNA functions
1.

Genome-wide analysis of microRNA functions.

Gavin S. DAWE

Personal Website
1. Neurobiology
2. Stem Cell Biology
3. Pharmacology
1.

Amyloid precursor protein (APP) signalling in physiology and Alzheimer’s disease (AD).

2. Regulation of neural stem cell proliferation and differentiation.
3.

Mechanisms of action and adverse effects of atypical antipsychotic drugs.

4. Behavioural and electrophysiological studies of learning, memory and long-term potentiation.

Personal Website
 
1. Innate immunity in acute phase infection.
1. How does extracellular ROS induce signaling in acute inflammation and sepsis.
2. Regulation of immune signaling by SARM.
3. Host-pathogen interaction - Regulation and fate of immune-responsive signaling molecules.

DONG Jin Song



Personal Website
 
1. Real-time concurrent system specification.
2. Verification for software design models.
3. Web semantics, services, agent and verification.
4. Formal methods and saftety critical systems.
5. Object, component and language semantics.
6. Context awareness computing and smart space.
1. Systematic Design Methods and Tools for Location Aware, Mobile and Pervasive Computing Systems.
2. Formal Methods and Tools for Autonomous Multi-Agent Systems.
3. Advanced Modelling Language and Tools for Web Ontology.
4. Reliable Software Development for Sensor Network Systems.
5. TImed Formalisms For Planning.
  Theoretical Physics
1. Theoretical problems in Quantum Information Science.
  Bioengineering
Visualisation
1. 3D Visualisation of the Facial, Craniofacial skeletal, Oral and Dental structures.
2. Visualisation of dynamic jaw motion, and 3D human facial expression.
Simulation
1. Facial Soft tissue simulation and animation.
2. Manipulation of craniofacial bone.
3. Jaw motion diagnostics.
4. Forensic simulation of teeth and facial structure.
5. 3D outcome prediction for patient care.
6. Surgical and dental simulators for education.
FU Xin-Yuan

Personal Website
1. Epigenetics.
2. Inflammation and Immunity.
3. Cancer Metastasis.
4. Stem Cell Gene Program.
5. Metabolic Syndrome/Obesity.
1. Mechanisms of regulation of inflammation, cancer metastasis, stem cells and metabolic disorders.

Personal website
 
1. Pathogenesis of Burkholderia pseudomallei
2. Host innate immunity in melioidosis
1. Expression and regulation of Type III Secretion Systems in B. pseudomallei.
2. Suppression of host cell signaling by B. pseudomallei.
1. Infocommunications research
2. Data Storage Technologies
3. Bioengineering
Modulation and Coding techniques for wireless communications, digital watermarking for digital rights management, Quality of service for enhanced data rate mobile communications, Radio resource management, Innovative services.

Personal Website
 

  Innate Immune Recognition
1. The role of the DNA damage response in the regulation of the tumor-associated antigen 1 (CD155) expression.
2. Role of NK Cells and NKG2D in Chemotherapy of Cancer.
3. Immune Recognition of infected cells and tumours.
4. Role of innate immune cells in chemotherapy.
5. Immunotherapy of cancer.

Personal Website
 
  Social Robotics and Intelligence Control
Devoted to robotics alive, artificial intelligence, intelligent control and applications, intelligent and interactive digital media fusion, the research group has strong research linkages with research institutes in Singapore, leading research groups overseas, as well as with the industry. Current projects include:
 
1. Social Robotics and Edutainment Robotics.
2. Artificial Intelligence and Sensor Fusion. 
3. Intelligent Control Theory and Applications.
4. Intelligent and Interactive Digital Media Fusion.
5. Control Applications: Hard Disk Drives, Unmanned Vehicles, Flexible Systems, etc.

 
James GOH
1. Scaffold Biomaterials and adult stem cells  for tissue engineering applications.
2. Knee cartilage and ligament biomechanics.
1. Biomimetic functional scaffold and adult mesenchymal stem cells  for musculoskeletal tissue engineering applications.
2. Injuries to knee cartilage and ligament following impact loads.

GONG Jiangbin



Research Link
 
1. Coherent control.
2. Quantum nonlinear dynamics.
3. Fundamental issues in quantum mechanics.
1. Coherent control of quantum dynamics and the associated applications in quantum information science as well as atomic and molecular physics.
2. Fundamental aspects of quantum nonlinear dynamics in connection with cold-atom experiments.
3. Nanoscale quantum devices.
4. Theory of quantum open systems.

Personal Website
 
1. Zebrafish developmental biology
  Molecular Characterization of Fish Swimbladder Development: Implications of the Origin and Evolution of Lung in Tetrapods.
GROTENBREG gijsbert

Personal Website
1. Immunology
2. Infectious/Inflammatory Diseases
3. Molecular Medicine
4. Structural & Chemical Biology
1. Class I MHC tetramers with conditional ligands that are focused on HLA polymorphisms prevalent in Asia.
2. Orthogonal protein labeling methods based on sortase-mediated transpeptidation.
1. Neurobiology
2. Antioxidants
1. Proteasomal dysfunction in neurodegenerative disease.
2. Antioxidants for human disease treatment.

Thilo HAGEN



Personal Link
 
1. Cellular signaling
2. Cancer
1. Explore the role of protein degradation in normal cell signaling and in cancer.
2. Understand the role of mitochondria in cellular physiology and pathology.
3. Characterize the mechanisms through which cells adapt to hypoxia.

Personal Website
 
  Management of Technology Interactive & Digital Media
1. Disruptive Technologies.
2. Social Robotics.

Personal Website
 
1. Molecular Syntheses & Applications.
1. New Molecules for Functional Catalysis.
2. Supramolecular Assembly.
3. Metal-Based Radiopharmaceutical Agents.
4. Molecular Environmental Science.
5. Designing Novel and Functional Metal Complexes.

Research Link
 
1. Robotics
2. Computational Biology
1. Robot motion planning in uncertain environments.
2. Computational modeling of protein motion.
3. Systems-level dynamic models of cell signaling pathways.
4. Probabilistic Adaptive Computing.
ITO Yoshiaki

Personal Website
1. Molecular mechanisms of carcinogenesis with special emphasis on RUNX genes that encode transcription factors RUNX1, 2 and 3.
1. Roles of RUNX 3 in the early stage of carcinogenesis.
2. Roles of RUNX3 in adult stem cells and cancer stem cells.
3. Relationship between RUNX genes and developmental regulator genes.

Mansoor B. A. JALIL 



Personal Website
 
1. Spintronics theory
2. Theory of transport
1. Theory of quantum spin transport, spin gauge fields and spin dynamics.
2. Theory of semiclassical spin transport, giant magnetoresistive (GMR) effect and spin dependent tunneling.
3. Spntronics device concept and modeling.
4. Stochastic spin dynamics.
5. Theory of relativistic transport in graphene.

Research Link
 
1. Programming Languages
1. Constraint-Based Search in Program Analysis.

Personal Website
 
1. Polymers in Nanoscience.
2. Biomolecular Engineering.
3. Molecular Electronics.
1. Polymers in nanoscience and biomolecular engineering.
2. Molecular and polymer electronics.
3. Stimuli-responsive polymers.
4. Surface functionalization via molecular design & engineering.
5. Functional and ‘living’ membranes.
Manjunatha KINI


Personal Website


1. Screening for novel snake venom toxins using protein chemistry and molecular biology.
2. Design and development of potent thrombin peptide inhibitors.
3. Structure-Function studies of novel anticoagulants from snake venoms.
4. Structure-function studies of a novel protein b-cardiotoxin having b-blocker activity.
5. Design of mini enzymes.
1. Screening for novel snake venom toxins using protein chemistry and molecular biology.
2. Design and development of potent thrombin peptide inhibitors.
3. Structure-Function studies of novel anticoagulants from snake venoms.
4. Structure-function studies of a novel protein b-cardiotoxin having b-blocker activity.
5. Design of mini enzymes.

Mohan KANKANHALLI

1. Multimedia Content Processing
2. Computational Media Aesthetics
1. Active Media Sensing.
2. Multimedia E-chronicles.
3. Analysis and synthesis for media aesthetics.
1. Clinical Immunology
2. Basic immunology
1. Characterisation of immunoregulatory networks.
2. CD8 T cell and Dc biology.
3. Immune mediated anaemia in renal disease.
4. COPD and asthma.
1. Bioengineering
2. Computational Science and Engineering
1. Dynamics of shock/bubble(s) in biological system.
2. Simulation of cell dynamics using continuum mechanics and DPD (Dissipative Particle Dynamics): Application to cell trap via DEP (di-electrophoretic).
3. On Focused Ultrasound Cleaning of Micro/Nano-size Electronic-based structures and devices.
4. Others: refer to website http://serve.me.nus.edu.sg/khoobc/

Personal Website
Research Link
1. Cancer Functional Genomics.
2. Population genetics / Pharmacogenetics.
1. Molecular elucidation of proteins that interact with FAT10 in the carcinogenesis process.
2. Identification and functional characterization of mutations and/or polymorphisms in FAT10 gene to elucidate the role of these mutations/polymorphisms in the carcinogenesis process.
3. Elucidation of gene regulation mechanism in Cyr61 to understand the downregulation of its expression in hepatocellular carcinoma.
4. Genetic and genomic approaches to predicting drug response in advanced colorectal cancer patients.
5. Identification of functionally-important polymorphisms in drug response genes using large-scale computational and experimental strategies.

Personal Website
 
  Miniaturized analytical chemistry.
  Mainly concerned with the development of miniaturized-scale sample preparation procedures that are environmentally-benign and chemically-sustainable for environmental and biological analysis.

Personal Website
 
1. Nanomaterials, energy
1. Composition, shape and size controlled synthesis of nanomaterials.
2. Biological and biomimetic synthesis of  nanomaterials.
3. Materials for batteries and fuel cells.

LEE Sungjoo

1. Nanoscience/nanotechnology and their applications.
2. Future electronic and photonic devices.
3. Advanced materials and devices for future nanoscaled devicess.
1. Study on advanced materials and devices for future nanoscaled CMOS technology.
2. Si-photonics for total opto-electronic integration.
3. One-dimensional Nanowires as building blocks for nanoelectronics and nanophotonics.

LEE Tong Heng 


 
1. Intelligent Control Systems.
2. Adaptive Systems.
3. Intelligent Mechatronics.
4. Precision Control Systems.
 

Personal Website
1. Heat (phonon) conduction in  low dimensional nano scale systems.
2. Control and management of heat.
3. Phononics.
4. Complex network, Computational  biology.
5. Wave Chaos
1. Theoretical and experimental study of heat conduction in nanoscale structures.
2. Complex biological networks.
Li Fong Yau Sam

Personal Website
1. Analytical Chemistry
2. Environmental Research
1. Environmental analysis and sensing.

LI Jun



Personal Website

 
1. Biomaterials for Drug/Gene Delivery and Tissue Engineering.
2. Polymer Science & Engineering.
3. Supramolecular Chemistry.
4. Stimuli-response Materials.
5. Nanoparticles and Nanomaterials.
1. Amphiphilic block copolymers and their self-assembly.
2. Biopolyester-based amphiphilic copolymers as biomaterials.
3. Supramolecular polymers as biomaterials for drug and gene delivery.
4. Supramolecular hydrogels and biomaterials applications.
Lim Chwee Teck

Personal Website  
1. Nano Biomechanics
2. Mechanostranduction/
Mechanobiology
3. Nanobiomaterials
1. Investigating parasite/host cell interactions in Malaria infected erythrocytes.
2. Nanobiomechanics study of cancer cells.
3. Elucidating the role of adherent and tight junctions as mechanotransducers in regulating cell proliferation. 
4. Designing a microfluidic based devices for the detection and diagnosis of diseased cells.
5. Nanomechanical characterization of nanomaterials.
1. Breast Cancer
2. Gastric Cancer
3. Tyrosine Kinases
4. Signal Transduction
5. Drug Targets
6. Biomarkers
1. Molecular Changes of Novel Oncogenes During Breast Cancer Progression.
2. Oncogenic Kinases as Drug Targets For Gastric Cancer.
3. Novel Tyrosine Kinase Substrates in Oncogenic EGFR Signaling.
4. Biomarker Discovery For Gastric and Lung Cancers.
Lina Lim

Personal Website

1. Immune regulation and development
2. Inflammation and Cancer
1. Regulation Of T Cell/B Cell Function and Apoptosis: Importance In The Development Of Asthma.
2. Role of Annexin-1 in Tumor Infiltrating Leukocyte Function: Influencing Cancer Development and Progression.
3. Annexin biology in relation to inflammation and cancer.
4. Identification and characterization of novel signaling partners involved in the TLR/NKFB pathway.
5. Molecular mechanisms influencing  cancer metastasis.
1. Cell Signaling
2. Protein structure and function
1. Protein structural dynamics and biological function relationship.
2. Molecular signaling of neuronal degeneration and cancer.
3. Animal models for human diseases.
1. Cell adhesion proteins under mechanical forces.
2. Protein folding/unfolding mechanism.
3. Protein-protein interactions involved in signalling processes in biological systems.
4. Mechano- biosensors
5. Single-molecule manipulation and tracking of bio-molecules.
1. The study of the force response of CasSD-FN constructs and following signaling processes.
2. The elasticity of cadherin molecules and its role in cell adhesion.
3. The conformational changes of gelsolin associated with action binding.
4. Single-molecule study of protein folding mechanism.
5. The force dependency of fluorescence properties of fluorescent proteins.

Research Link
1.

Biophysics Biomacro-molecule crystallization, self-assembly and aggregation in the bulk and at the surface; Antifreeze mechanism and antifreeze protein; Biomineralization mechanism and tissue engineering; Silk formation mechanism and engineering.

2.

Micro/Nano Structure formation and engineering: Supramolecular self-assembly and micro/nano architecture; Microemulsion crystallization and nanomaterials preparation; Micro/nano particle self assembly; mesoscopic structures and properties of liquid crystals; Self assembly of colloidal spheres (Mechanism of colloidal crystallization and self-assembly; Colloidal crystallization and self-assembly under the influence of field gradient; Fabrication of photonic crystals).

3.

Crystallization/molecular assembly and hybrid materials: The surface roughening transition and the structure of crystal-liquid interfaces; the prediction of morphologies (shapes) of crystals, and the design of crystal habit modifiers and/or crystallization inhibitors by surface recognition; nucleation and crystals growth; spherulitic crystallization and crystal network (aggregation) formation.

1. Protein crystallization and assembly.
2. Colloidal sphere assembly.
3. Biomineralization  and hard tissue engineering.
4. Biomemebrane formation mechanism.
5. Soft functional materials formation and engineering.
6. Spider and silk worm silks: engineering and modeling.
7. Bio-networking formation.
8. Computer simulation of disorder-order phase transition in colloidal suspensions driven by an alternating electric field.

Personal Website
 
1. Nanomaterials Synthesis.
2. Molecular Electronics.
3. Bionanotechnology.
4. Surface Science.
5. Diamond related materials and devices.
1. Application of nanodiamond in bionanotechnology.
2. Self-assembly layers for photovoltaics.
3. Organic-inorganic interfaces.
4. Developing nano-bio interface.
1. Dendritic cells and macrophages in innate immunity, vaccination and immunotherapy.
1. Regulation of dendritic production of IL-12 through Toll-like receptor cross-talk with complement receptors.
2. Scavenger receptor signaling in dendritic cells and macrophages.
3. Tolerogenic properties of dendritic cells induced by tissue-deposited complement protein C1q.
LU Yixin

Personal Website
1.

Asymmetric catalysis.

2. Medicinal Chemistry.
1.

Development of asymmetric synthetic methods to access chiral fluorinated molecules.

Matsudaira Paul

Personal Website
1. Stem Cell and Development
2. Mechanobiology
3. Molecular Cell Biology
1. How do epithelial cells migrate?  How does a villus develop?

Paul A. MacAry



Personal Website
1. Monoclonal Antibodies.
2. Epstein-Barr Virus (EBV).
3. Human Cytomegalovirus (HuCMV).
4. Dengue Immunology.
1. Generation and Clinical Application of EBV specific monoclonals.
2. Generation and Characterisation of HLA-A2/LMP-1 specific monoclonal antibodies.
3. Generation and Characterisation of HLA-201/EBNA-1 specific monoclonal antibodies.
4. Generation and Characterisation of HLA-A2/LMP-2a specific monoclonal antibodies.
5. Influenza uptake, processing and presentation by professional Antigen presenting Cells- a comparison of FcgRI versus FcgRIIa.
6. Lipidomics of Phagosomes - An analysis of phagosomes from donors with polymorphisms in FcgRIIb.
7. Making anti-lipid monoclonals using phage antibody libraries and classical hybridoma approaches.
8. Dissecting the molecular mechanisms of TLR-8 in Mycobacterial Infections.
9. Cloning and Characterisation of Dengue virus specific monoclonal antibody secreting B-lymphocytes from Convalescent volunteer donors.
10. Analysis of IE and pp65 antigen presentation during HuCMV infections using TCR-like monoclonals.
11. Generation of Myeloma fusion partners for making human monoclonal antibodies.
Kevin McGEE

Personal Website

Main research focus is the development of partner technologies that facilitate and increase human participation in life’s interesting and important challenges. This involves computational design and implementation, cognitive studies and modeling, and the articulation of design knowledge. Research areas include:

1. Interactive digital media design.
2. Design of computer tools.
3. Design of end user programming environments.
4. Design knowledge and methods.
5. Advanced human-computer interaction.
6. Intelligent and adaptive user interfaces.
7. Artificial intelligence and cognitive science.
8. Psychology of partnership, improvisation, and play.

1. Partner Technologies: designing intellingent, end-user computer tools for creative expression.
2. Understanding Interactivity: experimental studies contributing to an applied formal theory of interactive digital media.
3. Tools for Telling: How Game Development Systems Shape Interactive Storytelling.
4. New Music and the Networked Ensemble.


Students are also invited to propose projects and ideas related to the topics of interest by this Professor.  Note: students should have programming/engineering experience (or be willing to acquire it ) and be interested in working at the intersection of at least two of the following: computational tool design, artificial intelligence, intelligent/adaptive hci, and design studies.

Personal Website
 
 

NMR structural study on proteins related to human diseases.

1. Small molecule inhibitors of anti-apoptotic Bcl-2 family proteins.
2. Dust mite and cockroach allergens.
3. Nucleophosmin and its interaction with p53 and Bax.
4. Type III and VI secretion systems from pathogenic bacteria.
Alexander NAREYEK

Personal Website

1. Electronic Gaming.
2. Artificial Intelligence.
3. Entertainment Psychology and Brain Mechanisms.
4. Virtual Actors.
  Please contact the supervisor for a discussion of potential topics. There is a very wide area of topics available, ranging from non-technical topics, like player profiling and player manipulation techniques, research of story structures and game design, and research on entertainment psychology and brain mechanics – to more technical topics, like automated story generation by artificial intelligence techniques, dynamic music synthesis, and search and optimization for planning and scheduling – and many many more topics.

Personal Website
 
  Manufacturing Engineering.
Augmented Reality Applications in Manufacturing.
Please click here for more details.

Personal Website
 
1. Natural Language Processing
2. Information Retrieval
1. Word Sense Disambiguation and its Applications.
2. Information Extraction with Application to Biomedical Texts.
 

Understand the pathogenesis of flavivirus infections in order to design effective antiviral or vaccine strategies against flavivirus.

1. Receptor and host signaling pathway(s) involved in virus entry.
2. Identify potential oligomerization sites on the virus structural proteins during virus assembly. These sites could be ideal antiviral target sites to prevent the formation of infectious virus particles.
3. Understand the roles/mechanisms of virus-host protein interactions during virus replication cycle. Such interactions may enhance or suppress virus replication and could be exploited to disrupt virus replication.
4. Develop  and optimized advance imaging technology to enhance virus-host interaction studies.
5. Flavivirology.
Davis Ng
  Cell Stress Mechanisms
  Genetics of secretory protein folding
Kay O’HALLORAN
Kay O’HALLORAN
email
ne

Personal Website
1. Multimodal Analysis.
2. Social Semiotics.
1. Events in the World.
2. Socio-Cultural Modeling of Effective Influence.
3. Mapping Asian Cultures: From Data to Knowledge.
4. Towards a Social Theory of Semiotic Technology.
Ong Sim Heng

1. Medical Image Processing and Visualization.
2. Computer Vision.
 

ONG Soh Khim



Personal Website
 

Application of Augmented Reality (AR) Technology to the areas of Manufacturing and Assistive Technology.

1. Augmented Reality-based Machining Simulation.
2. Use of AR to Facilitate Layout Design and Planning.
3. An AR-assisted Manufacturing Planning Round-table Discussion.
4. A Volumetric Model-based CNC Simulation and Monitoring System in Augmented Environments.
5. AR-assisted Assembly of Complex Parts.
6. Methodologies for Immersive Robot Programming in an Augmented Reality Environment.
7. Mobile Outdoor AR Navigation System.
8. Dynamic Information System for Augmented Reality.
9. Applications of Augmented Reality to Assistive Technology.
10. Augmented Reality 3D DesignSpace.
Barbaros OZYILMAZ
Barbaros OZYILMAZ
email


Personal Website
1. Graphene Physics
2. Lithographically Patterned Nanoscale Magnets
3. Graphene Device Applications in the Areas of Biosensing and Nanoelectronics
1. Charge and Spin Transport in Graphene Nanostructures.
2. Spin Transfer Torque in Single Magnetic Nanopillar Junctions.
3. Biosensing with Graphene.
1. Molecular cell biology
2. Gene transfer technology
1. Dissection of nucleoprotein complex trafficking inside eukaryotic cells.
2. Development of novel gene delivery systems for gene therapy.
3. Characterization of "head-hunter" proteins for exchange of genetic information between cells.
4. Molecular basis of a natural bio-syringe for injecting DNA and proteins into eukaryotic cells.
PASTORIN Giorgia
1. Chemical Synthesis and Enzymatic Studies.
2. Synthesis and Characterization of Novel Compounds. Molecular Modeling Studies.
3. In Vitro and In Vivo Evaluations of Vaccine Prototypes.
1. Combination of Nanotechnology and Biofuel Production.
2. Synthesis and Characterization of Heterocyclic Derivatives as Potent and Selective Adenosine Receptors' Antagonists.
3. Nanoneedles Devices for Transdermal Vaccine Delivery.
1. Apoptosis
2. Cancer Biology
3. Reactive Oxygen Species
1. Apoptotic signal transduction.
2. Bcl-2 family and mitochondria.
3. ROS in death signaling.
4. Regulation of apoptotic signaling.
5. Novel anti-cancer drug action.

Daniel PICKARD
Daniel PICKARD

new


Personal Website
1. Nanotechnology
1. Surface Plasmon Dynamics and Plasmonic Structures (Plasmonics)
2. Helium ion microscopy for sub-nm imaging
3. Nano-photonics and optics
4. Heterogeneous Integration for 3D Integrated Circuits
5. Nano-Fabrication and Nano-Characterization Techniques
6. Diamond as an Electron Emitter
7. Charged Particle Optics
8. Massively Parallel Electron Beam Systems
1. Bioengineering
2. Cell and Molecular Biology
3. Molecular Medicine
4. Stem Cells / Tissue Engineering
1. Scar Wars in Opthalmological Tissue Repair and Disease: evalulation of lead compounds that prevent fibrosis while preventing local angiogenesis.
2. Scar Wars and Neovascularisation in Tissue Engineering and Repair.
3. Implementation of the Extracellular Matrix Platform at NUS.
4. Modelling of the extracellular matrix stem cell niche.
5. Fully synthetic collagen matrix for Tissue Engineering and wound application.
 

Physical & Chemical Behavior of Biopolymers, Colloids and Interfaces.

1. Polymer-Induced Forces in Biomolecular Systems and Materials Science.
2. Single-Particle and Single-Chain Force Spectroscopy: Optical Tweezer Tensiometry.
3. Brownian Fluctuation Spectroscopy: Mechanical Behavior of Biopolymer Solutions and Gels.
4. Stability of Supercooled Soft Systems: Crystallization of Colloids and Proteins.

REN Ee Chee



 
1. Immunology.
2. Virology.
1. T cell epitope discovery and in silico prediction of MHC-peptide binding.
2. Hepatitis B virus - regulation of hepatitis B virus replication, studies using genomic tools.

Manuel SALTO-TELLEZ



Personal Website
 
  Molecular Pathology of the Runx Family of Genes.
  Topographic analysis of epigenetic changes in normal colorectal epithelium associated with colorectal cancer.
  Molecular epidemiology
1. Prevalence, risk factors and gene-environment interaction for myopia.
2. Prevalence, risk factors and gene-environment interaction for cataract, glaucoma, pterygia and diabetic retinopathy.
Herbert SCHWARZ
1. Hematopoietic stem cells.
2. Tumor immunology.
3. Regulation of immune responses.
1. Analysis of the role of CD137 in tumorigenesis.
2.

Regulation of Dendritic Cell Activity through CD137 Ligand Signaling.

3. Characterization of CD137-induced hematopoiesis.
SEERAM Ramakrishna
     

Research Links for: 1) Healthcare and Energy Materials
2) Sustainable Energy
 
1. Renewable Energy.
2. Nanotechnology
1. Solar Electric Generator Assembly.
2. Tunable fluorescence from non-hazardous quantum dots and quantum wires.
SHEN Han-Ming

SHEN Han-Ming

Personal Website

1. Oxidative Stress in Cell Death Signaling Pathways (Apoptotic and Non-Apoptotic Cell Death)
2. Autophagy and Cell Death
3. Antioxidants and Natural Products as Anti-Cancer Agents
1. mTOR as the molecular target for modulation of autophagy, necrosis and tumorigenesis.
2. A novel function of poly-(ADP-ribose)polymerase-1 in regulation of autophagy under oxidative stress and DNA damage.
3. Sensitization of Cancer Cells to TRAIL-Induced Apoptosis by Andrographolide: Molecular Mechanisms and Potential Clinical Application.
SHEN Zuowei

Personal Website
  Mathematical Image.
  Image Restoration.
  Bioengineering
1. Confocal microscopy, multiphoton microscopy, interference microscopy, near-field microscopy.
2. 3D imaging, electromagnetic theory of focusing, information theory of imaging.
3. 3D image modeling and reconstruction, scattering, imaging in turbid media.
4. Beam propagation including high aperture, flattened, Bessel and pulsed beams.
5. Super-resolution in microscopy, data storage and optical lithography.

Personal Website
1. Multidisciplinary study of protein folding mechanism and misfolding-related diseases
2. Structure determination of functionally-relevant protein targets and characterization of protein-protein interactions by NMR spectroscopy
3. NMR-based mimetics/drug design and discovery targeting protein-protein interaction interfaces
1. Structural and dynamic mechanism underlying the conformational transition of the silk proteins.
2. Structural study and mimetic design for protein-protein interactions critical for neuronal development and regeneration.  For example, Nogo and other RTN proteins.
3. Structural study and mimetic design for protein-protein interactions critical for cancer development. For example, Eph receptors and their ligands ephrins.
4. Catalytic and regulatory mechanism as well as Inhibitor design targeting viral entry and replication.  For example, SARS 3CLike protease.
1. Functional characterisation of voltage-gated calcium channel splice variants
2. Mechanisms of alternative splicing of calcium channel genes
3. Investigations of genetic associations of ion channel disorders
4. Role of iron in Parkinson.s Disease
5. Mouse knock-out models on ablation of splice exons of calcium channels
1. Functional characterisation of alternative splice variants of voltage-gated calcium channels.
2. Thyrotoxic Periodic Paralysis (TPP).
3. Search for endogenous ligands of calcium channels.
4. Calcium channel gene regulation.
5. Role of iron in Parkinson.s Disease.

SUNG Wing-Kin

1. Bioinformatics
2. Algorithm design and analysis.
3. Large scale biological experiment data analysis
1. Motif Finding for both protein and DNA.
2. Pattern searching using indexing data structure.
3. Phylogenetic tree analysis.
4. Genome annotation based on whole genome high throughtput sequencing data.

Kunchithapadam SWAMINATHAN


Research Link
 
1. Structural Biology.
2. X-ray crystallography.
3. Wnt signaling.
4. Lymphonma.
1. Crystal structure determination of proteins related to non-canonical Wnt signaling in developmental biology.
2. Crystal structure determination of proteins related to lymphoma.

1.

Catalysis and Advance Synthesis.

2. Medicinal Chemistry and Drug Discovery.
3. Biological Chemistry and Bioengineering.
1.

Bioinspired Catalysis Using Chiral Guanidines.

2. Investigation of the Therapeutic Potential of Hydrogen Sulfide Donors.
3. Membrane Bound Probes for the Formation of 3-D Cellular Structures.

Personal Website
 
  Databases (Computer Science).
1. Database Security.
2. Mobile Data Management.
3. Data Stream and Sensor Networks.
4. COSMOS: COoperative and Self-tuning Management Of Streaming data.
Kevin TAN

Personal Website
1.

Host-pathogen interactions

2.

Novel mediators of protozoan programmed cell death

3.

Apoptotic mimicry

4. Nanotechnology as a platform to study pathogen biology
1.

Unravelling the molecular pathways of Plasmodium falciparum programmed cell death: identification of novel therapeutic targets.

2.

Innate immunity against malaria: studies on the mechanisms of Plasmodium-phagocyte interactions and their consequences.

Reshma Taneja

Personal Website
  Regulation of cellular differentiation and apoptosis
1. Regulation of skeletal muscle differentiation.
2. Stem cells in skeletal muscle regeneration.
3. Apoptosis and tumorigenesis.
  Molecular and cellular neurobiology
Research in my laboratory concentrates on the molecular and cellular mechanisms of neuronal/ glial cell growth, death, regeneration and their membrane dynamics. Current projects include:
 
1. The Nogo system and the endogenous cellular role of their components in CNS neuron and glial. Signalling mechanisms of CNS neuronal growth inhibitors, particularly the Nogo-Nogo receptor axis.
2. Brain-enriched small GTPases and their cellular and physiological roles.
3. SNARE molecules at the trans-Golgi network and endosome and their roles in neuronal growth and axonal transport.
4. Differentiation of mesenchymal cells along neuronal/glia lineage.
1. Nanoscale heat transfer
2. Electronics packaging
3. Electronics cooling
4. Solar cells
1. Optimization of thermoelectric coolers.
2. Delamination of thin films in IC chips.
3. Development of solar cells.

Research Link
  Computational Systems Biology.
  Modeling , analysis and simulation of  bio-chemical networks.
  Nanodevices, 1 & 2- dimensional materials & nanostructures, nanofabrication techniques.
1. Hybrid Nanowire Electronic Devices.
2. Directed growth and characterization of low-dimensional nanomaterials for electronic device applications.

TUNG Kum Hoe, Anthony


Personal Website
 
1. Data Mining and Knowledge Discovery.
2. Similarity Search on Complex Structures.
3. Bioinformatics.
1. WikiScience: Platform for Collaborative Scientific Discovery.
2. Gemini: Gene Expression Mining on Integrated Biological Databases.
3. IntelliSearch: Intelligent Search Interface for Scientific Databases.
1. Organic and polymer synthesis.
2. Self-assembly directed materials synthesis.
3. Development of novel biomaterials and tissues.
4. Nanolithography and nanostructured materials.
1. Biomineralisation and tissue engineering.
2. Self-assembly assisted Material synthesis.
3. Synthesis and characterization of biologically active compounds.
4. Synthesis and characterization of novel polymeric architectures.
5. Synthesis and characterization of nanostructures and naomaterials.
6. In vivo investigation of biomineralization in organisms.
7. Developing nanolithographic patterning of biopolymers for tissue engineering.
8. Understanding health effects of nonmaterials to various organisms.
9. Development of drug targets for bone diseases.
10. Investigation of the health-risk of nanomaterials.
Thirumalai Venky VENKATESAN
1. Nanoscience.
2. Nanotechnology
1. Novel magnetic phenomena in oxides (Diluted magnetic oxides and Multiferroics.
2. Wide band gap oxides and nitrides (ZnMgO, TiO2 and AlN).
3. Superhydrogenic Dopants in Oxides.
4. Approach to sub-nm ion beam imaging and nanostructuring.
5. Atomically layered Oxides for Novel Functionality.

Thomas WALCZYK



Personal Website
 
1. Human Nutrition.
2. Mineral and Trace Element Metabolism.
3. Inorganic Mass Spectrometry.
4. Isotope Sciences.
1. Element absorption and bioavailability.
2. Isotopic labeling of the human body for the assessment of element losses, turnover and requirements.
3. Systematics of iron isotope effects in the human body.
4. Assessment of iron requirements in major Asian ethnicities by stable isotope techniques.
5. Deciphering of the iron isotope message in human blood.
6. Exploration of calcium isotope effects as a possible tool for studying calcium metabolism in humans.
1. Nanostructural materials and nanotechnology
2. Biomaterials
3. Advanced materials for functional applicants
1. Functional and bioceramic materials.
2. MEMs and biosensors.
3. Mesoporous and nanohybrid materials.
4. Multilayer functional thin films and heterolayer structures.
5. Ferroelectrics, relaxors and piezoelectrics.
6. Nanophase and nanostructural materials.

Personal Website
 
1. Surface nanostructure formation and atomic scale templates for nanodevices
2. Synchrotron radiation studies of  molecule-metal interface; Carbon nanotubes and other nanomaterials for nanodevice applications
1. Synchrotron radiation and scanning probe microsocpy studies of molecular, magnetic and dielectric ultrathin films.
2. Nanopatterning by adsorbate-induced surface reconstruction.
3. Single Molecule Investigations For Molecular Electronics.
4. Investigations of biomolecule-substrate interfaces using synchrotron-radiation spectroscopy.

Personal Website
 
 

The critical role of lipids is demonstrated by a large number of genetic studies and by many human diseases involving the disruption of lipid metabolic enzymes and pathways. Examples of such diseases include cancer, diabetes, neurodegenerative and infectious disorders. Novel analytical approaches now allow for "lipidomics": systems level analysis of lipids and their interacting partners.
 
We recently started a new program termed "Lipidomics, novel tools and applications", which is built on basic research and engineering with a strong outlook on applications, merging facets of medicine, cell/biology, bio/engineering, organic chemistry and bioinformatics. It will enhance international connections with new initiatives such as the SMART center for Infectious Diseases, SystemsX.ch (ETH Zurich) and the Cellular Neuroscience, Neurodegeneration and Repair (CNNR) program at Yale University. Our industrial partners include The Novartis Institute for Tropical Diseases as well as analytical instrument manufacturer Applied Biosystems in co-development and application of the above tools.
 

1. Development of novel lipidomic based biomarkers for human diseases.  
2. Phospholipids metabolism, lipid droplets and obesity. 
3. Early diagnosis of Alzheimer's disease.
4. Computational Lipid Biology. 
5. Role of protein and lipid signaling in connection to autophagy.
6. Immortalisation of human Meibomian gland derived cells for the purpose of lipid replacement therapy in dysfunctional tear syndrome

Christoph WINKLER


Research Link
 
  Developmental Biology
1. The role of microRNAs during cell specification and differentiation in the zebrafish spinal cord.
2. Defects in RNA metabolism as cause for neuronal degeneration: A zebrafish model for Retinitis Pigmentosa.
3. Medakafish as a model for human bone disorders: The role of Osterix and SOST in controlling bone homeostasis.

Personal Website
 
  Fluorescence Spectroscopy for the investigation of biomolecular interactions in vitro and in vivo
1. Quantitative determination of biomolecular interactions in vivo.
2. Development of new spectroscopic techniques with single molecule sensitivity for the investigation of biomolecular interactions.
3. Application of bioimaging techniques, including FRET, FCS and FLIM, to investigate the differentiation of embryonic and neural stem cells.
4. Measurement of biomolecular interactions within zebra fish embryos using fluorescence fluctutation spectroscopy.

Personal Website
1. Database theory.
2. Knowledge Discovery.
3. Bioinformatics.
1. Understanding Ordered Structures.
2. Pattern Spaces: Theory, Techniques, and Applications.
3. Graph-Based Protein Function Prediction.
4. Recognition of MicroRNA Precursors and Targets.
5. Increasing Confidence of Protein Interactomes.
6. Understanding Diseases and Optimizing their Treatments.
7. Computational Lipid Biology. 
1. Nanoscience.
2. Molecular Medicine.
3. High Performance Computing.
4. Structural and Chemical Sciences.
1. Molecular modeling of medicinal molecules.
2. Intermolecular interactions in chemistry and biology.
3. Reaction mechanism of chemical and biological reactions.
4. Structures of nano-clusters and their surface chemistry.
5. Reactive intermediates.
  Nanobiotechnology
  Identification and investigation of HCRSV coat protein-interacting proteins in the gene silencing pathway in plants.

WONG Wai Choong, Lawrence

 
1. Wireless ad hoc and sensor networks.
2. Robust and secure source matched transmission.
3. Multimedia networks.
1. Distributed learning in wireless sensor networks.
2. Combinatorics-based energy conservation methods in wireless sensor networks.
3. Enhancing multicast communications with Data-In-Network schemes.
4. Sentient platforms for ambient intelligence.
5. Robust stream authentication for digital image/video transmission.
6. Location-estimation in wireless networks.
7. Multimodal location sensing in wireless networks.
8. Cognitive Sentient Platforms.

WU Jishan



Personal Website
 
1. Materials Science.
2. Organic and Nanoelectronics.
3. Supramolecular chemistry.
4. Smart materials.
5. Self-assembly.
6. Carbon nanostructures.
7. Functional materials.
1. Nanosized graphene molecules as materials for electronics.
2. Template-directed synthesis of novel supramolecular architectures.
3. Novel carbon-rich compounds and carbon nanostructures.
4. Supramolecular responsive materials.
5. Artificial muscles based on bistable rotaxanes.

Personal Website
 
1. Nanomagnetism.
2. Spintronics.
3. Carbon Nanotechnology.
1. Development of nanofabrication / characterization tools for research on nanometer scale spintronics.
2. Magnetic nanostructures.
3. Carbon nanostructures.
4. Dilute magnetic semiconductors.
WYSE, Lonce

Research Website
Personal Website

1. Musical Communication, Interfaces and Displays.
2. Music Perception and Cognition.
3. Computational Sound Modeling, Synthesis, and Design Tools.
4. Electroacoustic Music Analysis.
5. Interactive Audio for Games.
6. Data Sonification.
1. New Music and the Networked Ensemble.
2. Listening Strategies for New Media, Experience and Expection.
3. Interactive Sound for Games.
4. Understanding Interactivity: Experimental studies contributing to an applied formal theory of interactive digital media.


Students are expected to have a strong interdisciplinary background for working at the intersection of Science, Technology and Sonic Art.

1. Surface Chemistry.
2. Nanomaterials and Nanocatalysis.
3. Molecular Assembly and Architecture.
1. Experimental and Theoretical Studies of Organic Modification of Semiconductor Surfaces.
2. Fabrication of Nano-templates and Molecular Patterning.
3. Photo-reduction of Carbon Dioxide on Nanomaterials and Metal Surfaces.
4. Experimental and Theoretical Studies of Molecular Conductivity.

XU Qing-Hua



Personal Website
1. Materials Physics and Chemistry.
2. Nanoscience and Technology.
3. Biophysics and Biomaterials.
4. Nonlinear optics and optoelectronics.
5. Optical spectroscopy and imaging.
1. Conjugated Organic & Polymer Materials and their Applications.
2. Nanocomposites with novel optical properties.
3. DNA-drug interactions and charge transfer processes in DNA.

YAN Jie



Research Link
1. To understand how genes are compacted in cells, bacterial, and viruses.
2. How genes are transcribed and regulated.
3. How viruses are replicated in host cells.
4. How to detect specific interactions between DNA and important proteins or enzymes.

Our research is based on highly sensitive single-molecule manipulation and imaging techniques.  It also requires understanding mechanics of biopolymers.
 
1. Mechanical properties of anomalous short DNA molecules.
2. Effect of Integration Host Factor (IHF).
3. Biophysical approaches to studying in-vivo chromatins.
4. Single-DNA study of DNA organized in cells.
5. Single-molecule study of dengue virus helicase NS3 on DNA and RNA templates.
6. Single-molecule study of SsrB-HN/s protein interactions.

Personal Website
 
1. Protein structure and dynamics.
2. Structure-based drug design.
1. Structure and Dynamics of RNA Helicase Dpb5 and its interactions with Target Ligands and Proteins.
2. Identification and design of phosphatase inhibitors.

Personal Website
 
1. Chemical Biology.
2. Proteomics.
3. Medicinal Chemistry.
1. Catalomics.
2. Developing chemical biology tools for studies of protein tyrosine phosphatases (PTPs) and their substrates both in vitro and in vivo.
3. Novel chemical biology approaches for generation of inositol lipids.
Fluid Mechanics:
1. Bio-propulsion.
2. Flow Stability & Transition.
3. Drag Reduction.
4. Computational Fluid Dynamics.
1. Transition to turbulence on flexible surfaces.
2. Computational bio-propulsion of fishes.
3. Aerodynamics and flight of insects.
4. Study of drag reduction by dimpled surfaces.

Personal Website
 
1. Semiconductor Technology.
2. Nanoelectronics and Microelectronics.
3. Next-Generation Electronic Devices.
1. Sub-30 nanometer Device and Process Technologies for Next-Generation Semiconductor Manufacturing.
2. Strained-Silicon Transistor Technology.
3. High Mobility Transistors based on compound semiconductors.
4. Device Technology for Electronics with Ultra-Low Power Consumption.
  Steroid/nuclear receptors: molecular biology and health effects
1. Steroid/nuclear receptors and human disease
2. Botanical Drug discovery program
3. Marine Environmental Health Program
4. Molecular Basis for Androgen Receptor Antagonism in Prostate Cancer Therapy.
5. Ligand Identification for Orphan Nuclear Receptors TLX and PNR.
6. Origin and Effect of Sex Hormone Disrupting Chemicals in Singapore's Seawater.
7. Molecular basis for regulation of estrogen-dependent breast cancer cell proliferation by Epimedium prenylflavonoids.
YU Haifeng

Personal Website

1. Computer Science (Distributed Systems, Distributed Algorithms, Peer-to-Peer Systems, Fault-Tolerance, Distributed Computing, and Distributed Systems Security).
   
1. Various Projects in Distributed Systems and Distributed Algorithms.

Personal Website
 
1. Cell motility & cytoskeleton
2. Control of cellular behaviours by engineered extra-cellular microenvironment
3. Liver tissue engineering & bio-imaging projects
1. Engineering large tissue constructs.
2.. Tissue-, organ-, animal-on-chips.
3. Continuous-Support Bio-artificial Liver Device (BALD).
4. Cell and tissue imaging informatics.
5. TGFb1 homeostasis in liver fibrosis resolution.
6. Cell motility and adhesion via ER dynamics.
7. Human on a Chip.

Personal Website
 
1. Nanoscience.
2. Nanomaterials.
1. Synthetic architecture of nanomaterials.
2. Self-assembly of nanostructures.
3. Nanostructured Materials for Photocatalytic

Personal Website
1. Nano-biomaterials.
2. Nano-biotechnology.
3. Biomedical Microdevices.
1. Fluorescence based biodetection & bioimaging.
2. Imaging-guided cancer therapy biological labels.
3. Bead based microarrays for multiplexing bioassays.
4. Micropatterning of proteins & cells via self-assembled nanoparticles.
1. Nanoscience
2. Materials Science and Engineering
3. Computational Science and Engineering/ High Performance Computing
1. Epitaxial growth of quantum structures
2. Multiscale modeling of nanomaterials and nanostructures
3. Interfacial mechanics
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