An analysis of the numerical stability of the immersed boundary method. - Mengjian Hua; Charles S. Peskin (J. Comput. Phys., 2022)

Efficient Training of Energy-Based Models Using Jarzynski Equality. - Davide Carbone; Mengjian Hua; Simon Coste; Eric Vanden-Eijnden (NeurIPS, 2023)

Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes. - Yifan Chen; Mark Goldstein; Mengjian Hua; Michael S. Albergo; Nicholas Matthew Boffi; Eric Vanden-Eijnden (ICML, 2024)

A Simulation-Free Deep Learning Approach to Stochastic Optimal Control. - Mengjian Hua; Mathieu Laurière; Eric Vanden-Eijnden (CoRR, 2024)

Simulation-Free Differential Dynamics Through Neural Conservation Laws. - Mengjian Hua; Eric Vanden-Eijnden; Ricky T. Q. Chen (UAI, 2025)