2 papers
physics.flu-dyn2026
Denoising diffusion and latent diffusion models for physics field simulations
Yuan Jia, Chi Zhang, Hao Ma +3
Accurate prediction of physical fields is critical in various engineering applications, including thermal management in electronic systems, airfoil shape optimization in aerospace,…
physics.flu-dyn2025
Fusion of Simulation and Experiment Data for Hypersonic Flow Field Prediction via Pre-Training and Fine-Tuning
Yuan Jia, Guoqin Zhao, Hao Ma +3
Accurate prediction of hypersonic flow fields over a compression ramp is critical for aerodynamic design but remains challenging due to the scarcity of experimental measurements su…