Alternatives and similar repositories for Diffusion-based-Flow-Prediction:

Users that are interested in Diffusion-based-Flow-Prediction are comparing it to the libraries listed below

• tum-pbs / autoreg-pde-diffusion
  Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation
  ☆82Updated 2 months ago
• scaomath / torch-cfd
  Neural Operator-Assisted Computational Fluid Dynamics in PyTorch
  ☆24Updated 2 months ago
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆56Updated 6 months ago
• HaoZhongkai / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆49Updated 8 months ago
• BaratiLab / FactFormer
  Official implementation of Scalable Transformer for PDE surrogate modelling
  ☆36Updated 10 months ago
• tianshao1992 / DENO4pytorch
  Differential equation neural operator
  ☆20Updated last year
• neuraloperator / CoDA-NO
  Codomain attention neural operator for single to multi-physics PDE adaptation.
  ☆44Updated last week
• computational-imaging / GraphPDE
  ☆47Updated 2 years ago
• vivekoommen / NeuralOperator_DiffusionModel
  ☆18Updated 3 weeks ago
• ASK-Berkeley / physics-NNs-hard-constraints
  [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.
  ☆28Updated 8 months ago
• jaggbow / magnet
  This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495
  ☆37Updated last year
• tum-pbs / apebench
  [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…
  ☆59Updated 3 months ago
• BaratiLab / OFormer
  ☆67Updated 5 months ago
• pswpswpsw / paper-nif
  ☆35Updated last year
• Extrality / AirfRANS
  In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…
  ☆46Updated last month
• felix-lyx / prose
  PROSE: Predicting Multiple Operators and Symbolic Expressions
  ☆21Updated 3 months ago
• CognitiveModeling / finn
  The public repository about our joint FINN research project
  ☆36Updated 2 years ago
• LiuYangMage / in-context-operator-networks
  ICON for in-context operator learning
  ☆45Updated 2 months ago
• PredictiveIntelligenceLab / cvit
  ☆25Updated this week
• pswpswpsw / nif
  A library for dimensionality reduction on spatial-temporal PDE
  ☆63Updated 10 months ago
• tum-pbs / differentiable-piso
  Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"
  ☆35Updated 2 years ago
• mkirchmeyer / DINo
  Time- and space-continuous neural PDE forecaster based on INRs and ODEs
  ☆56Updated last year
• snap-stanford / lamp
  [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
  ☆38Updated last year
• thu-ml / DPOT
  Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"
  ☆41Updated 8 months ago
• eagle-dataset / EagleMeshTransformer
  Code for Mesh Transformer describes in the EAGLE dataset
  ☆35Updated 10 months ago
• ShashankSubramanian / neuraloperators-TL-scaling
  Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML
  ☆42Updated last year
• PredictiveIntelligenceLab / TRIPODS_Winter_School_2022
  Practicum on Supervised Learning in Function Spaces
  ☆32Updated 3 years ago
• kopanicakova / HINTS_precond
  This repository contains code, which was used to generate large-scale results in the HINTS paper.
  ☆25Updated 4 months ago
• csccm-iitd / WNO
  ☆46Updated last month
• VLSF / SNO
  Spectral Neural Operator
  ☆75Updated last year