Physics informed neural network (PINN) for the 2D Heat equation
☆15Jun 23, 2022Updated 4 years ago
Alternatives and similar repositories for Heat_Equation2D
Users that are interested in Heat_Equation2D 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 Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 4 years ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 2 months 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
- 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 repository for solving heat equation in a rectangular fin with Physics Informed Neural Networks and Surrogate Models.☆13Dec 12, 2022Updated 3 years ago
- 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.
- PINN Research Benchmark☆15Mar 30, 2026Updated 3 months ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 3 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- Competitive Physics Informed Networks☆31Sep 21, 2024Updated last year
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Sep 27, 2021Updated 4 years ago
- ☆27Oct 15, 2020Updated 5 years ago
- Simulations using the Finite Difference Time Domain method☆10Dec 15, 2014Updated 11 years ago
- Object-oriented programming language for writing smart contracts on all platforms. Built to work alongside BenchChain distributed virtua…☆11Apr 17, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 7 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
- python script to convert Abaqus results in obj format to vtk format which can be red in Paraview☆16Jun 29, 2018Updated 8 years ago
- digital holography with matlab☆10Apr 2, 2019Updated 7 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Jul 7, 2026Updated last week
- Stochastic reconstruction of heterogeneous materials using X-ray tomography projections☆14Jun 19, 2017Updated 9 years ago
- ☆11Aug 30, 2023Updated 2 years ago
- 采用PINN/ResPINN对两种偏微分方程(Burgers&Allen-Cahn)的训练与求解☆17Feb 5, 2021Updated 5 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.
- PyQBMMlib is a Python extension of QBMMlib☆10Apr 13, 2026Updated 3 months ago
- My completed PhD Thesis on Understanding Crystal Growth☆14Jan 6, 2023Updated 3 years ago
- Lecture notes and programming exercises carried out as part of the Computational Physics 2 course at Yachay Tech University.☆15May 19, 2026Updated 2 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆185May 30, 2026Updated last month
- Heat Equation FEM and PINN solver☆11Apr 24, 2022Updated 4 years ago
- Computational Fluid Dynamics framework for heterogeneous reacting flows☆35Sep 15, 2024Updated last year
- 条纹图生成(四步相移)与时域解得包裹相位代码☆16Jun 20, 2020Updated 6 years ago
- Python-based image processing scripts with an interactive GUI for extracting crystal growth rates from in situ microscopy images.☆10May 13, 2022Updated 4 years ago
- Replication with PyTorch of ''Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involv…☆37Jun 1, 2026Updated last month
- 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.
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- This project shows how to create a compilation project for MFront properties, behaviours and models☆24Apr 29, 2026Updated 2 months ago
- Perona-Malik diffusion or anisotropic diffusion is a computer vision filtering technique that aims at reducing image noise without reduci…☆12Sep 20, 2015Updated 10 years ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- A umat descripts viscoelastic characteristic of material for abaqus. This umat aimed at reproducing the viscoelastic simulation of abaqus…☆24Jun 6, 2019Updated 7 years ago
- ☆11Mar 24, 2021Updated 5 years ago
- ☆13Feb 25, 2025Updated last year