Jian Cheng Wong

Researcher, A*STAR

Joined

September 2022

Names

Jian Cheng Wong (Preferred)

Emails

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

,

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

Personal Links

Career & Education History

Researcher

A*STAR (a-star.edu.sg)

2012 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Physics-AI

Present

Evolutionary computation

Present

Publications

How Prompt Structural Framing and Cognitive Scaffolding Influence Performance in Generative AI Design?
Yitian Huang, Caishun Chen, Jian Cheng Wong, Yew-Soon Ong
- AI4X-AC 2026 Oral
- Readers: Everyone
VLM4Physics: Equation Discovery Using Multi-modal Inputs
Ye Qianshu, Jian Cheng Wong, Chin Chun Ooi, Yew-Soon Ong
- AI4X-AC 2026 Oral
- Readers: Everyone
When Designs Explain Themselves: Report Cards for Evolutionary LLMs
Alex Siek Min Ping, Caishun Chen, Jian Cheng Wong, Yew-Soon Ong
- AI4X-AC 2026 Poster
- 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
How to Select Physics-Informed Neural Networks in the Absence of Ground Truth: A Pareto Front-Based Strategy
Zhao Wei, Jian Cheng Wong, Nicholas Wei Yong Sung, Abhishek Gupta, Chin Chun Ooi, Pao-Hsiung Chiu, My Ha Dao, Yew-Soon Ong
- SynS & ML @ ICML2023
- Readers: Everyone
Fast-PINN for Complex Geometry: Solving PDEs with Boundary Connectivity Loss
Jian Cheng Wong, Pao-Hsiung Chiu, Chin Chun Ooi, My Ha Dao, Yew-Soon Ong
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors