Liyao Lyu

12 papers A* 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A stochastic branching particle method for solving non-conservative reaction-diffusion equations.
CoRR
Liyao Lyu, Huan Lei
2025 A* conf
Consensus Based Stochastic Optimal Control.
ICML
Liyao Lyu, Jingrun Chen
2025 J jnl
On the Generalization Ability of Coarse-Grained Molecular Dynamics Models for Nonequilibrium Processes.
Multiscale Model. Simul.
Liyao Lyu, Huan Lei
2024 J jnl
On the generalization ability of coarse-grained molecular dynamics models for non-equilibrium processes.
CoRR
Liyao Lyu, Huan Lei
2023 J jnl
Consensus-based construction of high-dimensional free energy surface.
CoRR
Liyao Lyu, Huan Lei
2022 J jnl
MIM: A deep mixed residual method for solving high-order partial differential equations.
J. Comput. Phys.
Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
2021 J jnl
A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties.
CoRR
Jingrun Chen, Shi Jin, Liyao Lyu
2021 J jnl
Reproducing Activation Function for Deep Learning.
CoRR
Senwei Liang, Liyao Lyu, Chunmei Wang, Haizhao Yang
2020 J jnl
Enforcing exact boundary and initial conditions in the deep mixed residual method.
CoRR
Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen
2020 J jnl
MIM: A deep mixed residual method for solving high-order partial differential equations.
CoRR
Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
2019 J jnl
Connecting exciton diffusion with surface roughness via deep learning.
CoRR
Liyao Lyu, Zhiwen Zhang, Jingrun Chen
2019 J jnl
Quasi-Monte Carlo sampling for machine-learning partial differential equations.
CoRR
Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu