Physics Informed Neural Network for solving 3D transient heat transfer
☆16Apr 29, 2026Updated 6 months ago
Alternatives and similar repositories for HeatPINN
Users that are interested in HeatPINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- PINN Research Benchmark☆15Mar 30, 2026Updated 7 months ago
- 2D 3T PINNs for solving 2-D 3-T heat conduction equations☆12Mar 17, 2025Updated last year
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- 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
- 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.
- Simulating heat propagation using Physics-informed Neural Network☆19Feb 2, 2025Updated last year
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆22Mar 27, 2025Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 4 years ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- Physics informed neural network (PINN) for the 2D Heat equation☆15Jun 23, 2022Updated 4 years ago
- This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing t…☆22Jun 26, 2024Updated 2 years ago
- Heat Equation FEM and PINN solver☆12Apr 24, 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 recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to …☆13Nov 23, 2025Updated 11 months 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.
- ☆29Oct 15, 2020Updated 6 years ago
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 10 months ago
- ☆11Jan 5, 2021Updated 5 years ago
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆17Mar 31, 2025Updated last year
- Data-guided physics-informed neural networks☆18Jul 16, 2024Updated 2 years ago
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 8 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
- ☆17Jul 11, 2025Updated last year
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11May 30, 2021Updated 5 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆187May 30, 2026Updated 5 months ago
- Using PINN to predict cyclic voltammetry with knowledge of only boundary condition and diffusion law☆21Feb 13, 2026Updated 8 months ago
- Applied project based on PINNs. The physical problem is sound propagation underwater&Helmholtz equation.☆17Oct 14, 2021Updated 5 years ago
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆12Dec 12, 2023Updated 2 years ago
- Physics-informed Gaussian Processes for Compliance Minimization☆13Feb 1, 2026Updated 9 months ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆173Jan 12, 2025Updated last year
- ☆13Jan 15, 2018Updated 8 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 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.
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆24Nov 8, 2022Updated 3 years ago
- matlab code for GPR simulation in 2-D.☆17Jul 27, 2016Updated 10 years ago
- The cpp version of Elastic Visco-plastic Self-Consistent model☆25Aug 19, 2025Updated last year
- ☆16Dec 6, 2021Updated 4 years ago
- ☆11Aug 30, 2023Updated 3 years ago
- ☆12Nov 4, 2024Updated last year