A repository for solving heat equation in a rectangular fin with Physics Informed Neural Networks and Surrogate Models.
☆13Dec 12, 2022Updated 3 years ago
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 (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 3 years ago
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆178Aug 31, 2025Updated 8 months ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 4 years ago
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆19Mar 27, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- 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
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆62Dec 7, 2020Updated 5 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 3 years ago
- ☆16Sep 27, 2024Updated last year
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆58Nov 20, 2022Updated 3 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 3 years ago
- Physics informed neural networks for control-oriented building thermal models☆32Mar 25, 2022Updated 4 years ago
- 3 DoFs dynamic model of deep groove ball bearing on x, y and z rotation with outer ring fault.☆22May 16, 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.
- Object-oriented programming language for writing smart contracts on all platforms. Built to work alongside BenchChain distributed virtua…☆11Apr 17, 2018Updated 8 years ago
- PyTorch implementation of Memory Augmented Neural Network☆10Jun 27, 2020Updated 5 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Apr 29, 2026Updated 2 weeks ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Electronic book for ME 373☆21Oct 2, 2023Updated 2 years ago
- A pipe Network hydraulic solver using Hazen-Williams equation☆14Feb 9, 2018Updated 8 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆213Jul 16, 2020Updated 5 years ago
- ☆15Nov 18, 2024Updated last year
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13May 7, 2026Updated last week
- Pipe network flow analysis toolkit☆18May 24, 2018Updated 7 years ago
- Stochastic reconstruction of heterogeneous materials using X-ray tomography projections☆14Jun 19, 2017Updated 8 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 2 weeks ago
- python script to convert Abaqus results in obj format to vtk format which can be red in Paraview☆16Jun 29, 2018Updated 7 years ago
- Tutorial Files for OpenFoam Heat Transfer☆17Aug 25, 2020Updated 5 years ago
- Pytorch implementation of Physics Informed Neural Networks and improvements☆14Jan 30, 2023Updated 3 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- Heat Equation FEM and PINN solver