☆42Jun 17, 2022Updated 4 years ago
Alternatives and similar repositories for My-awesome-PINN-papers
Users that are interested in My-awesome-PINN-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome Physics Informed Neural Network, projects and communities.☆60Jun 14, 2026Updated 4 months ago
- ☆28Sep 6, 2026Updated 2 months ago
- A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on …☆147Updated this week
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 6 months ago
- Physics Informed Neural Network constrained to follow Gibbs Free Energy Equation☆20Jul 7, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Semi-Supervised Anomaly Detection and Supervised Regression Approaches for Poisson's Ratio Prediction☆10May 7, 2025Updated last year
- GA-PINNs: Generative Adversarial Physics-informed Neural Networks for Solving PDEs with Small Labeled Samples☆11Jun 3, 2025Updated last year
- This is the official implementation of physics-informed neural networks for functional differential equations (Functional PINN) proposed …☆12Apr 9, 2025Updated last year
- Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.☆11Nov 12, 2022Updated 4 years ago
- Jacobian Orthogonal Polynomial-based Physics-Informed Kolmogorov-Arnold Network for fluid dynamics☆14Nov 4, 2025Updated last year
- Optimizing the Optimizer for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks☆16May 29, 2026Updated 5 months ago
- NeurIPS 2023 (Spotlight)☆38Jan 2, 2024Updated 2 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆18Jun 10, 2023Updated 3 years ago
- This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Network…☆30Oct 14, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Convergence and error analysis of PINNs☆13May 6, 2024Updated 2 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 5 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆232Feb 21, 2023Updated 3 years ago
- ☆42Jun 5, 2026Updated 5 months ago
- ☆10Apr 10, 2023Updated 3 years ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- Repository for NeurIPS 2025 paper, "Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers."☆11Nov 25, 2025Updated 11 months ago
- Reference Code for DeepModulus☆10Sep 11, 2023Updated 3 years ago
- Tensor Basis Random Forest for RANS turbulence modelling☆11Dec 5, 2018Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆22May 13, 2026Updated 5 months ago
- ☆12Jul 26, 2025Updated last year
- PDE solvers expressed as neural networks☆29Jun 28, 2024Updated 2 years ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- ☆16Mar 13, 2026Updated 8 months ago
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 5 years ago
- ☆13Dec 19, 2023Updated 2 years ago
- Data preprocess method on Physics-informed neural networks☆29Feb 21, 2025Updated last year
- ☆19Feb 28, 2026Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- USC seminar review of deep learning application to PDE solving and ROM☆11May 20, 2021Updated 5 years ago
- 7 sessions workshop about bioimage analysis☆14Nov 24, 2025Updated 11 months ago
- ☆13Mar 26, 2025Updated last year
- Overlapping finite element meshes in AMORE☆11Nov 15, 2024Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 3 years ago
- ☆49Sep 2, 2025Updated last year
- The application of a Physics Informed Neural Network on modelling the parameters of a Continuously Stirred Tank Reactor, based on the dat…☆21Jun 25, 2024Updated 2 years ago
Are these results useful?