Yuanran Zhu

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting nonequilibrium Green's function dynamics and photoemission spectra via nonlinear integral operator learning.
Mach. Learn. Sci. Technol.
Yuanran Zhu, Jia Yin, Cian C. Reeves, Chao Yang, Vojtech Vlcek
2025 J jnl
SRaFTE: Super-Resolution and Future Time Extrapolation for Time-Dependent PDEs.
CoRR
Hardeep Bassi, Yuanran Zhu, Erika Ye, Pu Ren, Alec Dektor, Harish S. Bhat, Chao Yang
2023 J jnl
Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations.
CoRR
Hardeep Bassi, Yuanran Zhu, Senwei Liang, Jia Yin, Cian C. Reeves, Vojtech Vlcek, Chao Yang
2023 J jnl
Learning stochastic dynamics with statistics-informed neural network.
J. Comput. Phys.
Yuanran Zhu, Yu-Hang Tang, Changho Kim
2023 J jnl
Probing reaction channels via reinforcement learning.
CoRR
Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
2023 J jnl
Probing reaction channels via reinforcement learning.
Mach. Learn. Sci. Technol.
Senwei Liang, Aditya N. Singh, Yuanran Zhu, David T. Limmer, Chao Yang
2022 J jnl
Learning Stochastic Dynamics with Statistics-Informed Neural Network.
CoRR
Yuanran Zhu, Yu-Hang Tang, Changho Kim
2021 J jnl
Detecting Label Noise via Leave-One-Out Cross-Validation.
CoRR
Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong
2021 J jnl
Effective Mori-Zwanzig equation for the reduced-order modeling of stochastic systems.
CoRR
Yuanran Zhu, Huan Lei
2019 J jnl
Generalized Langevin equations for systems with local interactions.
CoRR
Yuanran Zhu, Daniele Venturi
2018 J jnl
Faber approximation of the Mori-Zwanzig equation.
J. Comput. Phys.
Yuanran Zhu, Daniele Venturi