Physics Informed Neural Network for solving 3D transient heat transfer
☆16Apr 29, 2026Updated 2 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 3 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
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 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…☆26Aug 3, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Heat Equation FEM and PINN solver☆10Apr 24, 2022Updated 4 years ago
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆20Mar 27, 2025Updated last year
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆13Oct 6, 2021Updated 4 years ago
- ☆11May 30, 2021Updated 5 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
- SE-PINN: Solving the Schrödinger Equation via Physics-Informed Machine Learning☆11Dec 17, 2025Updated 6 months ago
- Bayesian PINN codes to solve 2D/3D Navier Stokes for wind fields☆12Dec 12, 2023Updated 2 years ago
- Data-guided physics-informed neural networks☆17Jul 16, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- some basic algorithms explored on the Yee Grid in FDTD☆14Sep 22, 2018Updated 7 years ago
- ☆11Jan 5, 2025Updated last year
- matlab code for GPR simulation in 2-D.☆17Jul 27, 2016Updated 9 years ago
- ☆13Jan 15, 2018Updated 8 years ago
- ☆11Jan 5, 2021Updated 5 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆17Mar 31, 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
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆171Jan 12, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This code is for of inverse design and forward prediction of disordered waveguide. Full codes updated☆13Dec 20, 2024Updated last year
- ☆16Dec 6, 2021Updated 4 years ago
- Export 3D Desmos graphs to models in formats like GLTF, OBJ, and STL.☆27Nov 12, 2025Updated 7 months ago
- 職務経歴書☆18May 4, 2026Updated 2 months ago
- ☆23Jun 24, 2024Updated 2 years ago
- ☆11Aug 30, 2023Updated 2 years ago
- Multi-layer Elastic Program in Python☆32Sep 9, 2020Updated 5 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- The source code and infrastructure for moq.dev☆44Jun 28, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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 Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 3 years ago
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆21Mar 4, 2025Updated last year
- This is my first C library.☆15Aug 10, 2021Updated 4 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆184May 30, 2026Updated last month
- cemfDEM: a dem simulation code☆31Oct 27, 2022Updated 3 years ago