Liyao Lyu

According to our database, Liyao Lyu authored at least 13 papers between 2019 and 2026.

Collaborative distances:

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

2026

High-Dimensional Enhanced Sampling via Regularized Path-Dependent McKean-Vlasov Dynamics using Tensor Density Approximation.

Liyao Lyu, Siyu Guo, Huan Lei

CoRR, May, 2026

MVNN: A Measure-Valued Neural Network for Learning McKean-Vlasov Dynamics from Particle Data.

Liyao Lyu, Xinyue Yu, Hayden Schaeffer

CoRR, April, 2026

2025

A stochastic branching particle method for solving non-conservative reaction-diffusion equations.

Liyao Lyu, Huan Lei

CoRR, October, 2025

On the Generalization Ability of Coarse-Grained Molecular Dynamics Models for Nonequilibrium Processes.

Liyao Lyu, Huan Lei

Multiscale Model. Simul., 2025

Consensus Based Stochastic Optimal Control.

Liyao Lyu, Jingrun Chen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

On the generalization ability of coarse-grained molecular dynamics models for non-equilibrium processes.

Liyao Lyu, Huan Lei

CoRR, 2024

2023

Consensus-based construction of high-dimensional free energy surface.

Liyao Lyu, Huan Lei

CoRR, 2023

2022

MIM: A deep mixed residual method for solving high-order partial differential equations.

Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen

J. Comput. Phys., 2022

2021

A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties.

Jingrun Chen, Shi Jin, Liyao Lyu

CoRR, 2021

Reproducing Activation Function for Deep Learning.

Senwei Liang, Liyao Lyu, Chunmei Wang, Haizhao Yang

CoRR, 2021

2020

Enforcing exact boundary and initial conditions in the deep mixed residual method.

Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen

CoRR, 2020

2019

Quasi-Monte Carlo sampling for machine-learning partial differential equations.

Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu

CoRR, 2019

Connecting exciton diffusion with surface roughness via deep learning.

Liyao Lyu, Zhiwen Zhang, Jingrun Chen

CoRR, 2019