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BaratiLab
Diffusion-based-Fluid-Super-resolution BaratiLab
23
130
mit
6
PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Model for High-fidelity Flow Field Reconstruction".
pytorch super-resolution conditional-data-generation computational-fluid-simulation
Created 2023-02-04
82 commits to main_v1 branch, last one about a year ago
insdout
Time-Series-Hybrid-Autoencoder insdout
1
31
mit
2
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
vae ddpm c-mapss pytorch time-series latent-space triplet-loss turbofan-engine diffusion-models remaining-useful-life latent-variable-models preventive-maintenance variational-autoencoder classifier-free-guidance conditional-data-generation
Created 2022-12-17
116 commits to main branch, last one 5 months ago