[ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.
☆48Jan 31, 2024Updated 2 years ago
Alternatives and similar repositories for Neural-Spectral-Methods
Users that are interested in Neural-Spectral-Methods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Spectral Neural Operator☆83Dec 20, 2023Updated 2 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆39Jun 21, 2024Updated last year
- Spectral Methods in Python☆60Feb 2, 2026Updated 2 months ago
- Pseudospectral Kolmogorov Flow Solver☆42Oct 24, 2023Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official implementation of Scalable Transformer for PDE surrogate modelling☆55Mar 23, 2024Updated 2 years ago
- ☆13Aug 22, 2024Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆99Nov 11, 2025Updated 4 months ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆26Jul 30, 2024Updated last year
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 3 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆31May 30, 2025Updated 10 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆112Dec 13, 2024Updated last year
- ☆19Nov 24, 2024Updated last year
- ☆18Dec 26, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Awesome Equinox - A curated list of resources of https://github.com/patrick-kidger/equinox☆16Jun 24, 2024Updated last year
- We propose the first Multiphysics Bench for benchmarking and investigating Scientific Machine Learning for solving multiphysics PDEs.☆37May 29, 2025Updated 10 months ago
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆12Sep 23, 2021Updated 4 years ago
- Code for "Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space"☆20Mar 25, 2026Updated 2 weeks ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆82Apr 10, 2025Updated 11 months ago
- ☆10Mar 15, 2023Updated 3 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆151Nov 18, 2021Updated 4 years ago
- A minimal JAX library for connectivity modelling at scale☆11Mar 10, 2026Updated 3 weeks ago
- Training methodologies for autoregressive neural operators/emulators in JAX.☆11Nov 5, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A simple pseudo-spectral solver for the Direct Numerical Simulation (DNS) of the 3D Taylor-Green Vortex in the Julia programming language☆10Jun 6, 2022Updated 3 years ago
- High performance computational platform in Python for the spectral Galerkin method☆229Mar 30, 2026Updated last week
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- ☆296Sep 14, 2024Updated last year
- ☆13Aug 2, 2025Updated 8 months ago
- Discovering Conservation Laws using Optimal Transport and Manifold Learning☆22Sep 23, 2023Updated 2 years ago
- 2D Stable Fluids & 3D Stable Fluids using the Fast Fourier Transformation implemented efficiently in Julia.☆16Jan 29, 2022Updated 4 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆35Nov 10, 2025Updated 5 months ago
- Website for the book "The Elements of Differentiable Programming".☆14Jul 2, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code and data release for FEABench: Evaluating Language Models on Multiphysics Reasoning Ability. [MATH-AI workshop, NeurIPS 2024]☆13May 7, 2025Updated 11 months ago
- Official Implement for Paper "Neural Krylov Iteration for Accelerating Linear System Solving"☆13May 6, 2025Updated 11 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,101Mar 30, 2026Updated last week
- ☆42Jul 22, 2024Updated last year
- ☆54Sep 17, 2024Updated last year
- ☆14Feb 18, 2024Updated 2 years ago
- NeLo: Neural Laplacian Operators on Point Clouds☆26May 24, 2025Updated 10 months ago