☆224Oct 20, 2024Updated last year
Alternatives and similar repositories for pinnsformer
Users that are interested in pinnsformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆453Jul 24, 2026Updated 2 months ago
- Original implementation of fast PINN optimization with RBA weights☆79Sep 11, 2025Updated last year
- ☆19Nov 24, 2025Updated 10 months ago
- 🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection☆30Jul 26, 2024Updated 2 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆107Oct 24, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official repository for "ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks", https://arxiv.org/abs/2502.0080…☆16Oct 17, 2025Updated 11 months ago
- ☆97Sep 2, 2024Updated 2 years ago
- ☆14Aug 22, 2024Updated 2 years ago
- This is the official implementation of "CoPINN: Cognitive Physics-informed Neural Network" (ICML 2025, Spotlight)☆27Apr 12, 2026Updated 6 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆169May 15, 2024Updated 2 years ago
- Official repository for Physics Informed Token Transformer (PITT)☆24Feb 24, 2024Updated 2 years ago
- ☆431Dec 3, 2022Updated 3 years ago
- ☆555Apr 1, 2025Updated last year
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆123Jun 1, 2026Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆577May 29, 2026Updated 4 months ago
- A curated paper list for "Foundation Neural Operators: A Survey on Pretraining Methods, Data Ecosystems, and Efficient Adaptation".☆37Feb 14, 2026Updated 7 months ago
- Learning Turbulent Flows with Generative Models: Super-resolution, Forecasting, and Sparse Flow Reconstruction☆28Feb 6, 2026Updated 8 months ago
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆38Feb 18, 2025Updated last year
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆960Feb 8, 2026Updated 8 months ago
- A library for scientific machine learning and physics-informed learning☆4,462Aug 18, 2026Updated last month
- This is the code of my master thesis.☆224Feb 7, 2026Updated 8 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆67Jul 14, 2025Updated last year
- ☆274Oct 14, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆1,125Sep 13, 2026Updated 3 weeks ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,551Dec 8, 2023Updated 2 years ago
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆179Sep 6, 2024Updated 2 years ago
- ☆448Nov 14, 2025Updated 10 months ago
- ☆100Apr 30, 2026Updated 5 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆422Feb 26, 2026Updated 7 months ago
- Characterizing possible failure modes in physics-informed neural networks.☆152Nov 18, 2021Updated 4 years ago
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆122Aug 26, 2025Updated last year
- ☆96Jul 18, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆398Jul 14, 2023Updated 3 years ago
- ☆46Mar 4, 2025Updated last year
- Awesome AI4PDE is a curated list of resources and literature focusing on the intersection of Artificial Intelligence and Partial Differen…☆118Apr 10, 2025Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆301Oct 12, 2021Updated 4 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,213Mar 30, 2026Updated 6 months ago
- [NeurIPS 2021] Galerkin Transformer: Neural Operator built on Attention for PDEs☆270Jun 14, 2024Updated 2 years ago