Rongchan Zhu

Joined

January 2023

Names

Rongchan Zhu (Preferred)

Emails

****@126.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Beijing Institute of Technology (bit.edu.cn)

2020 – 2023

Assistant Professor

Universität Bielefeld (uni-bielefeld.de)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

DRVN (Deep Random Vortex Network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows
Rui Zhang, Peiyan hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma, Tie-Yan Liu
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Monte Carlo Neural PDE Solver
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma, Tie-Yan Liu
- Submitted to NeurIPS 2023
- Readers: Everyone
Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma, Tie-Yan Liu
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
Peiyan Hu, Qi Meng, Bingguang Chen, Shiqi Gong, Yue Wang, Wei Chen, Rongchan Zhu, Zhi-Ming Ma, Tie-Yan Liu
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
Rui Zhang, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma, Tie-Yan Liu
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Stochastic Heat Equations with Values in a Manifold via Dirichlet Forms
Michael Röckner, Bo Wu, Rongchan Zhu, Xiangchan Zhu
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- SIAM J. Math. Anal. 2020
- Readers: Everyone
Convergence rate for Galerkin approximation of the stochastic Allen-Cahn equations on 2D torus
Ting Ma, Rongchan Zhu
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- CoRR 2019
- Readers: Everyone

Rongchan Zhu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DRVN (Deep Random Vortex Network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows

Monte Carlo Neural PDE Solver

Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation

Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs

Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations

Stochastic Heat Equations with Values in a Manifold via Dirichlet Forms

Convergence rate for Galerkin approximation of the stochastic Allen-Cahn equations on 2D torus

Co-Authors