PINN for heat transfer problems
☆26Jun 23, 2021Updated 5 years ago
Alternatives and similar repositories for PINN_Heat_Transfer
Users that are interested in PINN_Heat_Transfer 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 3 months ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 3 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆20Mar 27, 2025Updated last year
- 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 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.
- Phase Field Zener Pinning Solidification PRISMS-PF Model☆10Jul 29, 2022Updated 4 years ago
- Heat Equation FEM and PINN solver☆11Apr 24, 2022Updated 4 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
- PINN Research Benchmark☆15Mar 30, 2026Updated 4 months ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆24Sep 22, 2023Updated 2 years ago
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- Neural topology optimization via active learning for efficient channel design in turbulent mass transfer☆16Oct 9, 2025Updated 10 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆185May 30, 2026Updated 2 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.
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆25Apr 7, 2025Updated last year
- some exercises in phasefield modelling solved in MATLAB☆25Nov 30, 2019Updated 6 years ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆20Dec 8, 2023Updated 2 years ago
- ☆26Jul 10, 2025Updated last year
- ☆27Oct 15, 2020Updated 5 years ago
- A Self-Training Physics-Informed Neural Network for Partial Differential Equations☆25Aug 3, 2023Updated 3 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆13Jan 27, 2022Updated 4 years ago
- ☆14Dec 9, 2024Updated last year
- This is the implementation of the PI-UNet for HSL-TFP☆29Feb 19, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆10Jan 24, 2019Updated 7 years ago
- Transient Torsional Drillstring Model, as published in Aarsnes, Ulf Jakob F., and Roman J. Shor. "Torsional vibrations with bit off botto…☆16Nov 24, 2021Updated 4 years ago
- ☆15Nov 18, 2024Updated last year
- ☆11Jan 5, 2025Updated last year
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- Data preprocess method on Physics-informed neural networks☆28Feb 21, 2025Updated last year
- Code for our IIB-LPO☆21May 13, 2026Updated 3 months ago
- In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite …☆18Jul 6, 2024Updated 2 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.
- Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202☆13Jan 18, 2024Updated 2 years ago
- ☆33Oct 28, 2024Updated last year
- University of Vermont Mechanical Engineering Heat Transfer Course☆16Apr 6, 2023Updated 3 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆37Feb 4, 2022Updated 4 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 3 months ago
- ☆11Aug 30, 2023Updated 2 years ago
- 職務経歴書☆18May 4, 2026Updated 3 months ago