Faber approximation of the Mori-Zwanzig equation. - Yuanran Zhu; Daniele Venturi 002 (J. Comput. Phys., 2018)

Generalized Langevin equations for systems with local interactions. - Yuanran Zhu; Daniele Venturi 002 (CoRR, 2019)

Effective Mori-Zwanzig equation for the reduced-order modeling of stochastic systems. - Yuanran Zhu; Huan Lei (CoRR, 2021)

Detecting Label Noise via Leave-One-Out Cross-Validation. - Yu-Hang Tang; Yuanran Zhu; Wibe A. de Jong (CoRR, 2021)

Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations. - Hardeep Bassi; Yuanran Zhu; Senwei Liang; Jia Yin; Cian C. Reeves; Vojtech Vlcek; Chao Yang 001 (CoRR, 2023)

Learning stochastic dynamics with statistics-informed neural network. - Yuanran Zhu; Yu-Hang Tang; Changho Kim (J. Comput. Phys., 2023)

Probing reaction channels via reinforcement learning. - Senwei Liang; Aditya N. Singh; Yuanran Zhu; David T. Limmer; Chao Yang 001 (Mach. Learn. Sci. Technol., 2023)

Predicting nonequilibrium Green's function dynamics and photoemission spectra via nonlinear integral operator learning. - Yuanran Zhu; Jia Yin; Cian C. Reeves; Chao Yang 001; Vojtech Vlcek (Mach. Learn. Sci. Technol., 2025)