Physics informed neural network (PINN) for the 1D Heat equation
☆23Nov 9, 2023Updated 2 years ago
Alternatives and similar repositories for Heat_Equation_1D
Users that are interested in Heat_Equation_1D are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 4 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Heat Equation FEM and PINN solver☆12Apr 24, 2022Updated 4 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆13Mar 9, 2021Updated 5 years ago
- 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.
- 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
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆49Sep 21, 2022Updated 4 years ago
- Simulating heat propagation using Physics-informed Neural Network☆19Feb 2, 2025Updated last year
- ☆27Jul 10, 2025Updated last year
- Implementing physics informed neural networks (PINN) in PyTorch to solve turbulent flows using the Navier-Stokes equations☆29May 17, 2024Updated 2 years ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆187May 30, 2026Updated 5 months ago
- 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 Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆63Dec 7, 2020Updated 5 years ago
- 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.
- Physics Informed Neural Network (PINN) for the wave equation.☆213Jul 16, 2020Updated 6 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
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 6 months 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
- 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
- ☆15Jul 22, 2026Updated 3 months ago
- Parses database files from different music listen tracker applications, and imports them into ListenBrainz☆10Dec 17, 2023Updated 2 years ago
- UDF for heating and evaporation of an n-dodecane/isooctane/water droplet☆12Dec 13, 2018Updated 7 years ago
- Machine Learning Algorithms for drones to Avoid Dynamic Objects☆13Jul 28, 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.
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- Implementation of PINNs for burger's and Navier-Stokes equation with PyTorch☆11May 23, 2024Updated 2 years ago
- Command line tool to retrive lyric from sites.☆12Feb 28, 2021Updated 5 years ago
- ☆15Dec 13, 2022Updated 3 years ago
- micasense orthomosaic using micmac☆10Jul 10, 2019Updated 7 years ago
- Lid-driven cavity flow simulated by Lattice Boltzmann Method (LBM)☆11Aug 1, 2018Updated 8 years ago
- ☆12Nov 4, 2024Updated 2 years ago
- A small shiny app to transpile R to C++☆14Sep 6, 2019Updated 7 years ago
- Tutorial Files for OpenFoam Heat Transfer☆17Aug 25, 2020Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 4 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆13Jan 12, 2025Updated last year
- ☆14Updated this week
- a fast dense feature matching model for pushbroom remote sensing stereo images☆12Nov 14, 2018Updated 7 years ago
- [CFD] CUDA implementation of D2Q9 Lattice Boltzmann Method for non-Newtonian (Power-Law) fluid flow in a lid-driven cavity.☆11Nov 10, 2018Updated 7 years ago
- ☆15Nov 18, 2024Updated last year
- Rips all of the solutions from any given textbook on chegg, Stores them in a new html doc.☆10Feb 10, 2016Updated 10 years ago