Chengyang Ying

Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications

Zhongkai Hao, Songming Liu, Yichi Zhang et al. · arXiv (Cornell University) · 2022 · 91 citations · Full text

Computing, Computer Science, Physics +16

GNOT: A General Neural Operator Transformer for Operator Learning

Zhongkai Hao, Zhengyi Wang, Hang Su et al. · arXiv (Cornell University) · 2023 · 36 citations · Full text

Computing, Computer Science, Computational Fluid Dynamics +15

Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk

Chengyang Ying, Xinning Zhou, Hang Su et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 23 citations · Full text

Computing, Risk Management, Machine Learning +16

Understanding adversarial attacks on observations in deep reinforcement learning

You Qiaoben, Chengyang Ying, Xinning Zhou et al. · Science China Information Sciences · 2024 · 13 citations

Computing, Computer Science, Artificial Intelligence +10

A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs

Songming Liu, Zhongkai Hao, Chengyang Ying et al. · arXiv (Cornell University) · 2022 · 10 citations · Full text

Computing, Computer Science, Mathematics +17