GA-PINNs: Generative Adversarial Physics-informed Neural Networks for Solving PDEs with Small Labeled Samples
☆11Jun 3, 2025Updated last year
Alternatives and similar repositories for GA-PINN
Users that are interested in GA-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.☆11Nov 12, 2022Updated 3 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated 2 years ago
- Separabale Physics-Informed DeepONets in JAX☆29Nov 29, 2024Updated last year
- ☆14Aug 15, 2026Updated 2 months ago
- This is the official implementation of physics-informed neural networks for functional differential equations (Functional PINN) proposed …☆12Apr 9, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Training neural networks to disentangle conservative and dissipative dynamics☆14Jan 27, 2022Updated 4 years ago
- ☆14Dec 9, 2024Updated last year
- ModelFLOWs application☆20Feb 11, 2025Updated last year
- Some animations made using manim , showing quantum algorithms in action.☆11Oct 2, 2020Updated 6 years ago
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆19Apr 10, 2024Updated 2 years ago
- ☆13Aug 30, 2025Updated last year
- Multi-task physics-informed neural networks☆25Oct 29, 2022Updated 4 years ago
- LIGHTER-R is a tool to optimally implement a given 4 × 4 SBox using logic gates from a reversible logic library☆15Oct 6, 2025Updated last year
- Physics-informed Neural Networks for solving example continuum mechanics problems, for MIT class 18.337.☆14Oct 12, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PECANNs: Physics and Equality Constrained Artificial Neural Networks☆26Mar 30, 2026Updated 7 months ago
- ☆12Nov 3, 2023Updated 2 years ago
- Full code for all experiments in the paper "Denoising Hamiltonian Network for Physical Reasoning"☆15Mar 21, 2025Updated last year
- A numerical simulation of the (2+1)D Dirac equation on a in space and time staggered grid with periodic or absorbent boundary conditions …☆12Mar 2, 2021Updated 5 years ago
- Quantum DeepONet: Neural operators accelerated by quantum computing☆23Jun 10, 2025Updated last year
- CFD solve on a current quantum computer☆17Dec 25, 2024Updated last year
- Some code snippets / explanations showing things i learned in machine learning (scikit-learn/python)☆11Dec 8, 2022Updated 3 years ago
- Official TensorFlow implementation of GAN-based priors for quantifying uncertainty.☆12Nov 13, 2021Updated 4 years ago
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆29Sep 20, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Learning Physical Operators using Neural Operators☆20Mar 26, 2026Updated 7 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
- Today I learned contains Q&A of what I have learned so far. It encompasses topics like: python, deep-learning, cuda-installation, docker,…☆24Jul 31, 2026Updated 3 months ago
- From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation.☆27Aug 6, 2026Updated 2 months ago
- Generates a Super Resolution image of your low resolution image☆23Jul 4, 2020Updated 6 years ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆16Aug 4, 2024Updated 2 years ago
- A curated, taxonomy-organized collection of 50+ papers on Scientific Foundation Models (SciFMs) across 14+ domains — from climate and mat…☆37Jul 16, 2026Updated 3 months ago
- Implementation of the deep operator network in pytorch, with examples of solving Differential Equations☆17Mar 30, 2024Updated 2 years ago
- A repo to learn and curate PINN☆37May 10, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reproducible material for Meta learning for improved neural network wavefield solutions☆15Mar 3, 2025Updated last year
- A minimal, reusable LaTeX Beamer template for academic presentations, thesis defenses, and institution-branded slide decks.☆18Apr 20, 2026Updated 6 months ago
- ExplaineR is an R package built for enhanced interpretation of classification and regression models based on SHAP method and interactive …☆21Aug 17, 2025Updated last year
- ☆16Feb 22, 2024Updated 2 years ago
- U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation☆33Apr 16, 2025Updated last year
- Recaptured Screen Image Demoiréing. (TCSVT 2020)☆26Apr 8, 2021Updated 5 years ago
- Scientific Machine Learning☆17Aug 12, 2025Updated last year