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Research Interests
I am interested in understanding the dynamics of complex systems with very many degrees of freedom, from both modeling and data perspectives. In particular, I explore questions like:
- what is complex about a complex system?
- how complex is a complex system?
- why is a complex system complex?
- how does a complex system become complex?
To answer these questions, I take a comparative approach to complex systems like:
- financial markets and economies;
- infectious diseases;
- earthquakes and tectonics;
- biological macromolecules;
- brain;
- society and language;
to distill more universal theoretical understanding of such complex systems.
Ultimately, my goal is to develop a computational theory of complex systems, by treating their dynamics as information processing, and discover the underlying logic. In particular, I would like to how understand evolutionary processes geared towards information processing shape the complex network topologies and dynamics of complex systems.
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Former Research Fellows
- Dr. Manamohan PRUSTY (currently in GITAM University, Orissa, INDIA)
- Dr. Mikhail FILIPPOV (Oct 2016 &endash; Jul 2018)
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Former PhD Students
- Daniel SPRINGER (2014, Renormalization-Group Study of the Superconducting-Pseudogap Transition, currently a postdoctoral researcher in the Technical University of Vienna, AUSTRIA)
- TAN Sisi (2014, Numerical Studies of Low Dimensional Quantum Many-Body Systems, currently an Associate Professor in Changchun University of Science and Technology, CHINA)
- WANG Bin (2014, An Investigation Into Systemic Risks and Its Mitigation Based on Complex Network and Agent-Based Modeling)
- Mikhail FILIPPOV (2016, Clustering Approach to Protein Folding Problem and Dynamics of the Tropical Atmosphere)
- TAN Peng Lung James (2017, Engineering Regime Shifts in Urban Systems)
- GOH Woon Peng (2017, Complex Network Techniques for Discovering Structures in Functional Data)
- TEH Boon Kin (2018, Macroscopic & Mesoscopic Dynamics of Financial Markets)
- TAN Teck Liang (2018, A Theory of How the Brain Computes)
- TAY Jiajie Darrell (2018, Dynamics of Housing Markets)
- LIU Wenyuan (2019, Knowledge Evolution: From the Complex Network Perspective)
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Former Undergraduate Research Students
- WONG Jian Cheng (BSc Mathematical Science, SPMS, NTU)
- CHONG Kin Chun (BSc Mathematical Sciences, SPMS, NTU)
- TEO Hui Rong Amanda (BSc Mathematical Sciences, SPMS, NTU)
- SHEN Yichen (formerly Physics, SPMS, NTU; now John Hopkins University)
- LYE Ribin (BSc Applied Physics, SPMS, NTU)
- GOO Yik Wen (Aerospace Engineering, NTU)
- LIAN Tong Wei (Electrical and Electronic Engineering, NTU)
- Gladys LEE Hui Ting (BSc Mathematical Sciences (2010), SPMS, NTU)
- ZHANG Yiting (BSc Mathematical Sciences (2010), SPMS, NTU)
- CHEN Sida (BSc Mathematical Sciences (2010), SPMS, NTU)
- WANG Weihan (BSc Mathematical Sciences (2010), SPMS, NTU)
- Lisa ENG Cai Fei (BSc Mathematical Sciences (2010), SPMS, NTU)
- LEAW Jia Ning (BSc Physics (2010), SPMS, NTU)
- DAJAC Carlo Vincienzo Genuino (BSc Physics (2010), SPMS, NTU)
- Danny XU Yuan (summer intern, Bard College, USA)
- Robert Paul Fornia (summer intern, University of Colorado at Boulder, USA)
- WONG Wan Chap (BSc Physics (2011), SPMS, NTU)
- KOK Jun Liang (BSc Applied Physics (2011), SPMS, NTU)
- CHOI Wen Ting (BSc Physics (2011), SPMS, NTU)
- TEY June Teng Terrence (BSc Mathematical Sciences (2011), SPMS, NTU)
- YIM Woei Shyr (BSc Mathematical Sciences (2011), SPMS, NTU)
- CHONG Pei Fang (BSc Mathematical Sciences (2011), SPMS, NTU)
- SEAH Yin Mun (BSc Mathematical Sciences (2011), SPMS, NTU)
- CHONG You Quan (BSc Physics (2011), SPMS, NTU)
- Irwan ADE PUTRA (BSc Physics (2011), SPMS, NTU)
- LEE Chong Eu (BSc Physics (2011), SPMS, NTU)
- Jeremy HADIDJOJO (BSc Physics (2011), SPMS, NTU)
- LOY Qiu Yi (BSc Physics (2011), SPMS, NTU)
- TOH Wei Ping (BSc Physics (2011), SPMS, NTU)
- SHAO Jiali (BSc Mathematics & Economics (2012), SPMS, NTU)
- WANG Xingjue (BSc Physics (2012), SPMS, NTU)
- CHIA Muhammad Yusuf Yong Hui (BSc Physics (2012), SPMS, NTU)
- TAN Peng Lung James (BSc Physics (2012), SPMS, NTU)
- Alvin Francis Tamie LOH (BSc Applied Physics (2012), SPMS, NTU)
- TEO Wei Ren (BSc Physics (2012), SPMS, NTU)
- CHEN Jiateng (BSc Applied Physics (2012), SPMS, NTU)
- TAN Teck Liang (BSc Physics (2013), SPMS, NTU)
- Darryl TAY Jiajie (BSc Physics (2013), SPMS, NTU)
- ZHANG Zhongkang, Nonequilibrium Dynamics of the Soup-of-Group Model, BSc Applied Physics (2013), SPMS, NTU.
- LEE Jun Hin Kenneth, Coevolution of Language and Social Network, BSc Applied Physics (2013), SPMS, NTU.
- CHUA Khi Pin, Understanding Protein Folding: From Precursors to Universal Mechanisms, BSc Physics (2013), SPMS, NTU.
- QUEK Wei Liang, The Limits of Urbanization, BSc Physics (2013), SPMS, NTU.
- WANG Yidan, The Theory of Complex Network Sensing, BSc Physics (2013), SPMS, NTU.
- TEH Boon Kin, SOG Signatures of Financial Market Crashes, BSc Physics (2013), SPMS, NTU.
- Muhammad Al ATIQI, An Agent-Based Approach to Simulating Chemotherapeutic and Radiotherapeutic Treatments of Cancerous Tumours, BSc Physics (2014), SPMS, NTU.
- Andanari PUSPADINI, An Urn Model of the Interbank Network, BSc Mathematics and Economics (2014), SPMS, NTU.
- LEE Zhen Ting, Partial Cross Correlations and Its Applications to Financial Time Series Clustering, BSc Physics (2015), SPMS, NTU.
- GONG Xue, Modified Dealer Model for the Electricity Market, BSc Physics (2015), SPMS, NTU.
- SUN Kaixuan, Complex Agent Network Model of Youth Violence in Singapore, BSc Physics (2015), SPMS, NTU.
- Christian Ciputra LIMAN, Implementation of Potentials of Unbalanced Complex Kinetics Model with Particle Filter in Detecting Critical Transitions in Financial Market Time Series, BSc Physics (2015), SPMS, NTU.
- SY Gerico Arquiza, Resilience and Recovery in Complex Networks, BSc PHMA (2015), SPMS, NTU.
- WEN Haoyu, Early Warning Signals in the Foreign Exchange Market, BSc PHMA (2016), SPMS, NTU.
- NG Zhen Hui Kevin, BSc Physics (2016), SPMS, NTU.
- Alan Wallace ROSS, Exchange Student, University of Strathclyde, UK (2016).
- QIAN Cheng, BSc MATH (2017).
- LEOW Yu Sheng Jackson, BSc PPHY (2017).
- CHEN Yizhou, BSc PHMA (2017).
- GUO Tongfei, BSc PHMA (2017).
- MAI Hoang Lam, BSc PHMA (2017).
- NGUYEN Ai Linh, BSc PHMA (2018).
- Marcus HO Jun Ru, BSc PPHY (2018).
- Jonathan PONG Weijie, BSc PPHY (2018).
- Jason, BSc PHY (2018).
- Isaac TANG Ying Chun, BSc (Hons) Physics (2018) from NUS.
- CHUA Ching Leong, BSc (Hons) Physics (2018) from NUS.
- Khoi VU, intern from Hanoi University of Science (2018).
- TAN Xing Yuan, BSc PPHY (2019).
- Alfred ANG Teck Shin, BSc PPHY (2019).
- SHEN Jianxin, BSc PPHY (2019).
- LEON Shi Min, BSc PPHY (2019).
- TU Mengyu, BSc PPHY (2020).
- TANG Yeow Wei Adrian, BSc PPHY (2020).
- WEE Jun Jie Shaun, BSc PPHY (2020).
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Former High School Research Students
- EU Yong Xue (NUS High School of Mathematics and Science)
- GU Keyuan (NUS High School of Mathematics and Science)
- QIANG Xiang (NUS High School of Mathematics and Science)
- Gladys TAN Li Yue (National Junior College)
- NG Chun Kit (National Junior College)
- YEE Si Min (Nanyang Girls High, SMP)
- Jan TAN Tze Qi (Nanyang Girls High, SMP)
- OOI Li Wen (Nanyang Girls High, SMP)
- LEUNG Sin Yung (River Valley High, NRP)
- TAN Pang Boon Shaun and Amanda YEO Shuen Yea, Laminar Debonding in Paper-and-Glue Model to Explain the Formation of Ridges Found in Iridescent Butterfly Scales, National Junior College, 2011.
- Adrienne CHEW Dan and CHU En Xian, Cellular Automata Model of Crowd Dynamics in a Shopping Centre, National Junior College, 2011.
- QIU Biqing (Raffles Girls School) and LEE Juo Shuen (Hwa Chong Institution), Analysis of Interactions Between Trading Strategies Using Empirical Mode Decomposition of Financial Time Series, NRP 2013.
- Pranav DAHIYA and Andrea TOH, Disrupting Criminal Networks, National Junior College, 2014.
- YEW Jen Khai and YOO Yi Jie, Localized Attractions in Shopping Malls and How These Influence Shopper Behaviours, National Junior College, 2014.
- SEOW Guan Ling and CHUA Wei Xuan, Early Warning Signatures of the 1995 Kobe Earthquake, Pioneer Junior College, 2014.
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