Hao Sun

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Hybrid Optimization Algorithm

Monte Carlo Tree Search

Top Venues

Comput. Phys. Commun.

Comput. Aided Civ. Infrastructure Eng.

Publications

Kai Ruan, Ze-Feng Gao, Yike Guo, Hao Sun, Ji-Rong Wen, Yang Liu
Discovering symbolic expressions with parallelized tree search. CoRR (2024)
Yilong Xu, Yang Liu, Hao Sun
Reinforcement Symbolic Regression Machine. ICLR (2024)
Pu Ren, Chengping Rao, Su Chen, Jian-Xun Wang, Hao Sun, Yang Liu
SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain. Comput. Phys. Commun. 295 (2024)
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)
Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language. CoRR (2022)
Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen
Multimodal foundation models are better simulators of the human brain. 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)
Xin-Yang Liu, Hao Sun, Jian-Xun Wang
Predicting parametric spatiotemporal dynamics by multi-resolution PDE structure-preserved deep learning. 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)
Zhao Chen, Yang Liu, Hao Sun
Deep learning of physical laws from scarce data. CoRR (2020)
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)
Hao Sun, Raimondo Betti
A Hybrid Optimization Algorithm with Bayesian Inference for Probabilistic Model Updating. Comput. Aided Civ. Infrastructure Eng. 30 (8) (2015)