Yang Liu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Diffusion Process

Dynamical Systems

Monte Carlo Tree Search

Top Venues

J. Comput. Phys.

Publications

Fangzheng Sun, Yang Liu, Jian-Xun Wang, Hao Sun
Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search. ICLR (2023)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
PhySR: Physics-informed deep super-resolution for spatiotemporal data. J. Comput. Phys. 492 (2023)
Chengping Rao, Pu Ren, Qi Wang, Oral Buyukozturk, Hao Sun, Yang Liu
Encoding physics to learn reaction-diffusion processes. Nat. Mac. Intell. 5 (7) (2023)
Lele Luan, Yang Liu, Hao Sun
Distilling Governing Laws and Source Input for Dynamical Systems from Videos. IJCAI (2022)
Pu Ren, Chengping Rao, Su Chen, Jian-sun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. CoRR (2022)
Pu Ren, Chengping Rao, Yang Liu, Zihan Ma, Qi Wang, Jian-Xun Wang, Hao Sun
Physics-informed Deep Super-resolution for Spatiotemporal Data. CoRR (2022)
Fangzheng Sun, Yang Liu, Jian-Xun Wang, Hao Sun
Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search. CoRR (2022)
Zhao Chen, Yang Liu, Hao Sun
Forecasting of nonlinear dynamics based on symbolic invariance. Comput. Phys. Commun. 277 (2022)
Chengping Rao, Pu Ren, Yang Liu, Hao Sun
Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning. ICLR (2022)
Lele Luan, Yang Liu, Hao Sun
Distilling Governing Laws and Source Input for Dynamical Systems from Videos. CoRR (2022)
Hao Sun, Dongming Feng, Yang Liu, Maria Q. Feng
Statistical Regularization for Identification of Structural Parameters and External Loadings Using State Space Models. Comput. Aided Civ. Infrastructure Eng. 30 (11) (2015)
Mahesh Bailakanavar, Yang Liu, Jacob Fish, Yuan Zheng
Automated modeling of random inclusion composites. Eng. Comput. 30 (4) (2014)