Simulating heat propagation using Physics-informed Neural Network
☆19Feb 2, 2025Updated last year
Alternatives and similar repositories for heat-transfer-pinn
Users that are interested in heat-transfer-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:
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 5 months ago
- PINN Research Benchmark☆15Mar 30, 2026Updated 6 months ago
- Physics informed neural network (PINN) for the 2D Heat equation☆15Jun 23, 2022Updated 4 years ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆28Aug 3, 2024Updated 2 years ago
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆22Mar 27, 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.
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- Collection of Lithology patterns☆10Mar 5, 2026Updated 7 months ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Elastic properties calculator using effective medium theory for composite materials☆11Apr 4, 2022Updated 4 years ago
- Model the burial and thermal history of sedimentary basins and constrain models using low-temperature thermochronology and vitrinite refl…☆16Oct 2, 2026Updated 3 weeks ago
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- Physics-informed Gaussian Processes for Compliance Minimization☆13Feb 1, 2026Updated 8 months ago
- ☆29Oct 15, 2020Updated 6 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.
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- ☆11Aug 30, 2023Updated 3 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆28Oct 11, 2019Updated 7 years ago
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- A Physics-Informed Neural Network (PINN) framework for solving partial differential equations (PDEs) with FastAPI integration. This proje…☆15Apr 18, 2025Updated last year
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated 2 years ago
- A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch☆28Nov 15, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A tool for reconstructing paleobathymetry on oceanic and continental crust.☆24Oct 15, 2026Updated last week
- A Python implementation of DEM (Differential Effective Medium)☆21Jun 12, 2017Updated 9 years ago
- Heat Equation FEM and PINN solver☆12Apr 24, 2022Updated 4 years ago
- collection of example documents for use within cocalc's library☆17Sep 11, 2025Updated last year
- Data preprocess method on Physics-informed neural networks☆28Feb 21, 2025Updated last year
- 3D-ICE Official github repository☆60Jul 2, 2026Updated 3 months ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated 2 years ago
- Neural topology optimization via active learning for efficient channel design in turbulent mass transfer☆17Oct 9, 2025Updated last year
- Bookmark Manager helps organize and manage bookmarks and notes in a simple and effective way.☆35May 17, 2016Updated 10 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Research/development of physics-informed neural networks for dynamic systems☆33Nov 25, 2024Updated last year
- ☆13Jul 14, 2025Updated last year
- This project shows how to create a compilation project for MFront properties, behaviours and models☆25Sep 5, 2026Updated last month
- ☆11Jun 28, 2020Updated 6 years ago
- Coursera Lab Assignments of "Machine Learning" and "Deep Learning Specialization".☆10Jun 18, 2020Updated 6 years ago
- ☆21Oct 16, 2026Updated last week
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆48Apr 16, 2025Updated last year