Liu, Xin-Yang

1. CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
   2024/03/09 by Pan Du, Du, Pan, Meet Hemant Parikh +7 · 4 citations
   Earth and Planetary Sciences · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Meteorological Phenomena and Simulations
2. CoNFiLD-inlet: Synthetic Turbulence Inflow Using Generative Latent Diffusion Models with Neural Fields
   2024/11/21 by Xin‐Yang Liu, Meet Hemant Parikh, Liu, Xin-Yang +11 · 4 citations
   Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. P²C²Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
   2024/10/29 by Wang, Qi, Ren, Pu, Zhou, Hao +10 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)