yzshi5 / SPL_OFMLinks
[NeurIPS 2025 Spotlight] "Stochastic Process Learning via Operator Flow Matching"
☆14Updated last month
Alternatives and similar repositories for SPL_OFM
Users that are interested in SPL_OFM are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆16Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆70Updated 6 months ago
- Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024☆124Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆49Updated 2 years ago
- ☆23Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆55Updated 2 years ago
- [NeurIPS2024] DiffPhyCon uses generative models to control complex physical systems☆44Updated last month
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 3 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 6 months ago
- Code for the paper Universal Physics Transformers☆146Updated 5 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆65Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆140Updated last year
- ICON for in-context operator learning☆59Updated 9 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆160Updated 7 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆180Updated last year
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆62Updated 3 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆49Updated 2 months ago
- ☆50Updated 8 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆90Updated 3 weeks ago
- Implementation of Physics-Informed Diffusion Models (ICLR 2025)☆162Updated 9 months ago
- Spectral Neural Operator☆78Updated last year
- ☆54Updated 4 months ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Updated last year
- ☆278Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆31Updated 3 weeks ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆100Updated 11 months ago
- Official implementation of NeurIPS 2024 paper "DiffusionPDE: Generative PDE-Solving Under Partial Observation"☆156Updated 7 months ago
- ☆23Updated last year