ayz2/ldm_pdes

Text2PDE: Latent Diffusion Models for Accessible Physics Simulation (Pretrained Models and Datasets) Pretrained Models The pretrained models are: - Autoencoders: - ae_cylinder.ckpt : autoencoder trained to compress cylinder mesh data across 25 timesteps. Does not use GAN or LPIPS. - ae_ns2D.ckpt: autoencoder trained to compress smoke buoyancy data (48x128x128). Does not use GAN or LPIPS. - LDMs: - cylinder flow - ldm_DiT_FF_cylinder.ckpt: ldm… See the full description on the dataset page: https://huggingface.co/datasets/ayz2/ldm_pdes.