When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning. - Chuizheng Meng; Sungyong Seo; Defu Cao; Sam Griesemer; Yan Liu 002 (CoRR, 2022)

Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference. - Sam Griesemer; Defu Cao; Zijun Cui; Carolina Osorio; Yan Liu 002 (NeurIPS, 2024)

Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data. - Zijun Cui; Sam Griesemer; Sungyong Seo; Joshua Hikida; Yan Liu (Trans. Mach. Learn. Res., 2025)