Mengjian Hua

According to our database, Mengjian Hua authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Simulation-Free Differential Dynamics Through Neural Conservation Laws.

Mengjian Hua, Eric Vanden-Eijnden, Ricky T. Q. Chen

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

A Simulation-Free Deep Learning Approach to Stochastic Optimal Control.

Mengjian Hua, Mathieu Laurière, Eric Vanden-Eijnden

CoRR, 2024

Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes.

Yifan Chen, Mark Goldstein, Mengjian Hua, Michael S. Albergo, Nicholas Matthew Boffi, Eric Vanden-Eijnden

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Efficient Training of Energy-Based Models Using Jarzynski Equality.

Davide Carbone, Mengjian Hua, Simon Coste, Eric Vanden-Eijnden

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

An analysis of the numerical stability of the immersed boundary method.

Mengjian Hua, Charles S. Peskin

J. Comput. Phys., 2022