Chin Chun Ooi

Researcher, Computational Sustainability, Institute of High Performance Computing, Singapore, A*STAR

Joined

September 2022

Names

Chin Chun Ooi (Preferred)

Ooi Chin Chun

Chinchun Ooi

Ooi Chinchun

Emails

****@ihpc.a-star.edu.sg (Confirmed)

****@cfar.a-star.edu.sg (Confirmed)

****@a-star.edu.sg (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Computational Sustainability, Institute of High Performance Computing, Singapore, A*STAR (ihpc.a-star.edu.sg)

2016 – Present

PhD student

Chemical Engineering, Stanford University (stanford.edu)

2009 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Shan X. Wang

2009 – 2016

Expertise

Computational Physics

Present

Urban Modeling

Present

Physics-informed Learning

2016 – Present

Scientific Machine Learning

2016 – Present

Publications

VLM4Physics: Equation Discovery Using Multi-modal Inputs
Ye Qianshu, Jian Cheng Wong, Chin Chun Ooi, Yew-Soon Ong
- AI4X-AC 2026 Oral
- Readers: Everyone
PINEAPPLE: Physics-informed neuro-evolution algorithm for prognostic parameter inference in lithium-ion battery electrodes
Karkulali Pugalenthi, Jian Cheng Wong, Qizheng Yang, Pao-Hsiung Chiu, My Ha Dao, Nagarajan Raghavan, Chin Chun Ooi
- Journal of Energy Storage
- Readers: Everyone
Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities
Jian Cheng Wong, Abhishek Gupta, Chin Chun Ooi, Pao-Hsiung Chiu, Jiao Liu, Yew-Soon Ong
- IEEE Computational Intelligence Magazine
- Readers: Everyone
Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect
Jian Cheng Wong, Chin Chun Ooi, Abhishek Gupta, Pao-Hsiung Chiu, Joshua Shao Zheng Low, My Ha Dao, Yew-Soon Ong
- IEEE Transactions on Evolutionary Computation
- Readers: Everyone
Newton-PINet: A fast physics-informed neural network with Newton linearization for meta-learning nonlinear PDEs
Yuchen Fan, Chang Wei, Pao-Hsiung Chiu, Chin Chun Ooi, Heyang Wang, Jian Cheng Wong
- Submitted to ICLR 2026
- Readers: Everyone
Cascaded PhyFormer-SRNet: A physics-informed transformer-based framework with cascaded refinement for spatiotemporal super-resolution of turbulent flows
Yuchen Fan, Chang Wei, Jian Cheng Wong, Chin Chun Ooi, Heyang Wang, Pao-Hsiung Chiu
- Physics of Fluids
- Readers: Everyone
FFV-PINN: A fast physics-informed neural network with simplified finite volume discretization and residual correction
Chang Wei, Yuchen Fan, Jian Cheng Wong, Chin Chun Ooi, Heyang Wang, Pao-Hsiung Chiu
- Computer Methods in Applied Mechanics and Engineering
- Readers: Everyone
Aerosol transmission risk of mpox relative to COVID-19 and smallpox
Fong Yew Leong, Zhengwei Ge, Liang Hui Loo, Siew-Wai Fong, Yun Shan Goh, George Xu, Chang Wei Kang, Judith Chui Ching Wong, Hongying Li, Chin Chun Ooi, Matthew Zirui Tay
- The Lancet Microbe
- Readers: Everyone
Molecular profiling of single circulating tumor cells from lung cancer patients
Park Seung-min, Wong Dawson J., Ooi Chin Chun, Kurtz David M., Vermesh Ophir, Aalipour Amin, Suh Susie, Pian Kelsey L., Chabon Jacob J., Lee Sang Hun, Jamali Mehran, Say Carmen, Carter Justin N., Lee Luke P., Kuschner Ware G., Schwartz Erich J., Shrager Joseph B., Neal Joel W., Wakelee Heather A., Diehn Maximilian et al. (3 additional authors not shown)
- Proceedings of the National Academy of Sciences
- Readers: Everyone
High-throughput full-length single-cell mRNA-seq of rare cells
Ooi Chin Chun, Mantalas Gary L., Koh Winston, Neff Norma F., Fuchigami Teruaki, Wong Dawson J., Wilson Robert J., Park Seung-min, Gambhir Sanjiv S., Quake Stephen R., Wang Shan X.
- Plos One
- Readers: Everyone

View all 28 publications

Co-Authors

View all 119 co-authors