giulio98 / functional-diffusion-processesLinks
Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).
☆19Updated last year
Alternatives and similar repositories for functional-diffusion-processes
Users that are interested in functional-diffusion-processes are comparing it to the libraries listed below
Sorting:
- Official codebase for "Score-based Diffusion Models in Function Space"☆13Updated 6 months ago
- ☆25Updated 2 years ago
- Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024☆111Updated 7 months ago
- ☆13Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- ☆166Updated last year
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆140Updated 2 months ago
- Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.☆78Updated 3 months ago
- Flow-matching algorithms in JAX☆97Updated 11 months ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆76Updated 2 months ago
- Clifford-Steerable Convolutional Neural Networks [ICML'24]☆48Updated 2 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated 11 months ago
- Free-form flows are a generative model training a pair of neural networks via maximum likelihood☆45Updated last month
- Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)☆33Updated 3 years ago
- ☆28Updated last year
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆38Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆26Updated last month
- Modern Fixed Point Systems using Pytorch☆100Updated last year
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year
- Code release for the paper Generative Modeling With Inverse Heat Dissipation☆74Updated 2 years ago
- ☆28Updated last year
- ☆157Updated 11 months ago
- Spectral Neural Operator☆79Updated last year
- code for "Riemannian Flow Matching on General Geometries".☆245Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Neural Optimal Transport with Lagrangian Costs☆56Updated 2 months ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆15Updated 7 months ago
- InverseBench (ICLR 2025 spotlight)☆55Updated last week
- ☆17Updated 3 years ago