Liyao Lyu

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Ambrosio Tortorelli

Partial Differential Equations

Surface Roughness

Top Venues

J. Comput. Phys.

Publications

Liyao Lyu, Huan Lei
Consensus-based construction of high-dimensional free energy surface. CoRR (2023)
Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
MIM: A deep mixed residual method for solving high-order partial differential equations. J. Comput. Phys. 452 (2022)
Senwei Liang, Liyao Lyu, Chunmei Wang, Haizhao Yang
Reproducing Activation Function for Deep Learning. CoRR (2021)
Jingrun Chen, Shi Jin, Liyao Lyu
A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties. CoRR (2021)
Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
MIM: A deep mixed residual method for solving high-order partial differential equations. CoRR (2020)
Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen
Enforcing exact boundary and initial conditions in the deep mixed residual method. CoRR (2020)
Liyao Lyu, Zhiwen Zhang, Jingrun Chen
Connecting exciton diffusion with surface roughness via deep learning. CoRR (2019)
Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu
Quasi-Monte Carlo sampling for machine-learning partial differential equations. CoRR (2019)