[8] R. Thind, Y. Sun, L. Liang, H. Yang*. OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents. [pdf]
[7] R. Bhatnagar, L. Liang, K. Patel, H. Yang*. From Equations to Insights: Unraveling Symbolic Structures in PDEs with LLMs. [pdf]
[6] S. Huang, Y. Wen*, T Adusumilli, K. Choudhary, H. Yang*. Parsing the Language of Expressions: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors. [pdf]
[5] G. Hardwick^, S. Liang^, H. Yang*. Solving High-Dimensional Partial Integral Differential Equations: The Finite Expression Method. Journal of Computational Physics, 2025. [pdf] [doi]
[4] Z. Song, M. Cameron, H. Yang*. A Finite Expression Method for Solving High-Dimensional Committor Problems. SIAM Journal of Scientific Computing, 2025. [pdf] [doi]
[3] Z. Jiang, C. Wang, H. Yang*. Finite Expression Methods for Discovering Physical Laws from Data. Submitted. [pdf]
[2] S. Liang^, H. Yang^*. Finite Expression Method for Solving High-Dimensional Partial Differential Equations. To appear, Journal of Machine Learning Research. [pdf] [doi]
[1] H. Jiang^*, Y. Khoo^, H. Yang^. Reinforced Inverse Scattering. SIAM Journal of Scientific Computing, 2024. [pdf] [doi]