tianshao1992 / DENO4pytorchLinks
Differential equation neural operator
☆23Updated last year
Alternatives and similar repositories for DENO4pytorch
Users that are interested in DENO4pytorch are comparing it to the libraries listed below
Sorting:
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆90Updated 7 months ago
- ☆44Updated 4 months ago
- ☆81Updated 11 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆47Updated last month
- Spectral Neural Operator☆78Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆27Updated 4 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆77Updated 2 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆149Updated 3 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆65Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆49Updated last year
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 2 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆26Updated 2 months ago
- Applications of PINOs☆129Updated 2 years ago
- CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆50Updated last month
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 5 months ago
- ☆27Updated last year
- ☆21Updated last year
- This is the implementation of the RecFNO.☆21Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆185Updated 3 months ago
- ☆54Updated 2 years ago
- ☆13Updated last year
- ☆77Updated 2 years ago
- ☆42Updated 2 years ago
- ☆43Updated 2 weeks ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- ☆20Updated last month