Picture for Peiyan Hu

Peiyan Hu

From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control

Add code
Feb 04, 2025
Viaarxiv icon

On the Guidance of Flow Matching

Add code
Feb 04, 2025
Viaarxiv icon

Wavelet Diffusion Neural Operator

Add code
Dec 06, 2024
Viaarxiv icon

Multimodal Policies with Physics-informed Representations

Add code
Oct 20, 2024
Figure 1 for Multimodal Policies with Physics-informed Representations
Figure 2 for Multimodal Policies with Physics-informed Representations
Figure 3 for Multimodal Policies with Physics-informed Representations
Figure 4 for Multimodal Policies with Physics-informed Representations
Viaarxiv icon

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey

Add code
Aug 22, 2024
Viaarxiv icon

Closed-loop Diffusion Control of Complex Physical Systems

Add code
Jul 31, 2024
Figure 1 for Closed-loop Diffusion Control of Complex Physical Systems
Figure 2 for Closed-loop Diffusion Control of Complex Physical Systems
Figure 3 for Closed-loop Diffusion Control of Complex Physical Systems
Figure 4 for Closed-loop Diffusion Control of Complex Physical Systems
Viaarxiv icon

A Generative Approach to Control Complex Physical Systems

Add code
Jul 09, 2024
Viaarxiv icon

Better Neural PDE Solvers Through Data-Free Mesh Movers

Add code
Dec 09, 2023
Viaarxiv icon

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

Add code
Jun 20, 2022
Figure 1 for Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
Figure 2 for Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
Figure 3 for Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
Figure 4 for Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations
Viaarxiv icon

Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs

Add code
Apr 14, 2022
Figure 1 for Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
Figure 2 for Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
Figure 3 for Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
Figure 4 for Neural Operator with Regularity Structure for Modeling Dynamics Driven by SPDEs
Viaarxiv icon