☆41Jun 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:
- ☆26May 18, 2026Updated 3 months ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 3 months ago
- ☆36Jun 5, 2026Updated 2 months ago
- Physics Informed Neural Network constrained to follow Gibbs Free Energy Equation☆20Jul 7, 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
- 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.
- A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on …☆131Updated this week
- Semi-Supervised Anomaly Detection and Supervised Regression Approaches for Poisson's Ratio Prediction☆10May 7, 2025Updated last year
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆16Jun 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 10 months ago
- ☆17May 13, 2026Updated 3 months ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆28Sep 30, 2021Updated 4 years ago
- ☆19Feb 28, 2026Updated 5 months ago
- MATLAB and Python codes for the ID-DMD paper☆16May 8, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆230Feb 21, 2023Updated 3 years ago
- Boosting the training of physics informed neural networks with transfer learning☆27Jun 5, 2021Updated 5 years ago
- Overlapping finite element meshes in AMORE☆11Nov 15, 2024Updated last year
- ☆15Mar 13, 2026Updated 5 months ago
- A repository for solving heat equation in a rectangular fin with Physics Informed Neural Networks and Surrogate Models.☆13Dec 12, 2022Updated 3 years ago
- ☆13Mar 26, 2025Updated last year
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- The first open-source repository for Scientific Machine Learning (PINNs, PIELM, RFM, Neural Operators) via Vibe Coding. JAX-GPU implement…☆116Jul 21, 2026Updated 3 weeks ago
- Code repository for the CoRL 2021 paper "RoCUS: Robot Controller Understanding via Sampling"☆11Mar 24, 2022Updated 4 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.
- Stochastic Physics-Informed Neural Networks: A Moment-Matching Framework for Learning Hidden Physics within Stochastic Differential Equat…☆14Dec 21, 2021Updated 4 years ago
- Introductory workshop on using deep neural networks for symbolic regression☆19Feb 8, 2026Updated 6 months ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆37Aug 2, 2022Updated 4 years ago
- The application of a Physics Informed Neural Network on modelling the parameters of a Continuously Stirred Tank Reactor, based on the dat…☆20Jun 25, 2024Updated 2 years ago
- Solving various PDEs by employing Siren, with JAX implementation.☆10Apr 13, 2025Updated last year
- Introducing AlloyBERT: a transformer encoder-based model for predicting alloy properties from textual inputs. Leveraging RoBERTa and self…☆13Aug 5, 2024Updated 2 years ago
- Code for orthogonal neural operator☆17Oct 15, 2023Updated 2 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆16Dec 14, 2021Updated 4 years ago
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆13May 3, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Feb 1, 2025Updated last year
- digital holography with matlab☆10Apr 2, 2019Updated 7 years ago
- ☆94Jul 18, 2023Updated 3 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Jan 30, 2020Updated 6 years ago
- ☆56Sep 17, 2024Updated last year
- ☆16Oct 25, 2021Updated 4 years ago
- Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning☆43Dec 17, 2024Updated last year