Junsheng Zeng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Image Denoising

Simulation Data

Partial Differential Equations

Information Criterion

Top Venues

J. Comput. Phys.

Comput. Phys. Commun.

Publications

Baoqing Meng, Junsheng Zeng, Shuai Li, Baolin Tian, Jinhong Liu
A particle-resolved direct numerical simulation method for the compressible gas flow and arbitrary shape solid moving with a uniform framework. Comput. Phys. Commun. 303 (2024)
Hao Xu, Junsheng Zeng, Dongxiao Zhang
Discovery of partial differential equations from highly noisy and sparse data with physics-informed information criterion. CoRR (2022)
Baoqing Meng, Junsheng Zeng, Qian Chen, Rui Zhou, Baolin Tian
Numerical method for compressible gas-particle flow coupling using adaptive parcel refinement (APR) method on non-uniform mesh. J. Comput. Phys. 466 (2022)
Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan
Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method. J. Comput. Phys. 445 (2021)
Pengfei Tang, Junsheng Zeng, Dongxiao Zhang, Heng Li
Constructing Sub-scale Surrogate Model for Proppant Settling in Inclined Fractures from Simulation Data with Multi-fidelity Neural Network. CoRR (2021)
Junsheng Zeng, Hao Xu, Yuntian Chen, Dongxiao Zhang
Deep-Learning Discovers Macroscopic Governing Equations for Viscous Gravity Currents from Microscopic Simulation Data. CoRR (2021)
Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method. CoRR (2020)
Baolin Tian, Junsheng Zeng, Baoqing Meng, Qian Chen, Xiaohu Guo, Kun Xue
Compressible multiphase particle-in-cell method (CMP-PIC) for full pattern flows of gas-particle system. J. Comput. Phys. 418 (2020)
Hao Xu, Dongxiao Zhang, Junsheng Zeng
Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data. CoRR (2020)