Yuanran Zhu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Differential Equations

Direct Policy Search

Top Venues

J. Comput. Phys.

Mach. Learn. Sci. Technol.

Publications

Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
Probing reaction channels via reinforcement learning. Mach. Learn. Sci. Technol. 4 (4) (2023)
Hardeep Bassi, Yuanran Zhu, Senwei Liang, Jia Yin, Cian C. Reeves, Vojtech Vlcek, Chao Yang
Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations. CoRR (2023)
Yuanran Zhu, Yu-Hang Tang, Changho Kim
Learning stochastic dynamics with statistics-informed neural network. J. Comput. Phys. 474 (2023)
Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
Probing reaction channels via reinforcement learning. CoRR (2023)
Yuanran Zhu, Yu-Hang Tang, Changho Kim
Learning Stochastic Dynamics with Statistics-Informed Neural Network. CoRR (2022)
Yuanran Zhu, Huan Lei
Effective Mori-Zwanzig equation for the reduced-order modeling of stochastic systems. CoRR (2021)
Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong
Detecting Label Noise via Leave-One-Out Cross-Validation. CoRR (2021)
Yuanran Zhu, Daniele Venturi
Generalized Langevin equations for systems with local interactions. CoRR (2019)
Yuanran Zhu, Daniele Venturi
Faber approximation of the Mori-Zwanzig equation. J. Comput. Phys. 372 (2018)