This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing the energy consumption and optimizing the sensor positioning.
☆22Jun 26, 2024Updated 2 years ago
Alternatives and similar repositories for Heat-Transfer-in-Advanced-Manufacturing-using-PINN
Users that are interested in Heat-Transfer-in-Advanced-Manufacturing-using-PINN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆44Sep 18, 2022Updated 3 years ago
- PINN Research Benchmark☆15Mar 30, 2026Updated 3 months ago
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 2 months ago
- 一个简易的模块化物理信息神经网络实现(PINN)☆58Nov 17, 2025Updated 7 months 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.
- 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
- Physics informed neural network (PINN) for the 1D Heat equation☆23Nov 9, 2023Updated 2 years ago
- ☆10Feb 10, 2016Updated 10 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆12Jan 27, 2022Updated 4 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆184May 30, 2026Updated last month
- Pyvisco is a Python library that supports the identification of Prony series parameters for Generalized Maxwell models describing linear …☆21Updated this week
- Heat Equation FEM and PINN solver☆10Apr 24, 2022Updated 4 years ago
- ☆11Aug 30, 2023Updated 2 years ago
- 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.
- Deep Reinforcement Learning by using an on-policy adaptation of Maximum a Posteriori Policy Optimization (MPO)☆16Oct 23, 2021Updated 4 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
- A finite element code for prediction of the response of viscoelastic materials☆11Mar 14, 2023Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 3 years ago
- ☆19Sep 15, 2024Updated last year
- PINN for heat transfer problems☆26Jun 23, 2021Updated 5 years ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆17Jul 21, 2023Updated 2 years ago
- v_loam复现+注释☆11Mar 23, 2021Updated 5 years ago
- The open-access code of an interpretable machine learning-based method for room temperature prediction in a non-domestic building.☆16Aug 3, 2024Updated 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.
- Рамки по ГОСТ Р 21.1101-2013 в векторных и растровых форматах☆24Apr 29, 2020Updated 6 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- ☆13Feb 13, 2024Updated 2 years ago
- This project shows how to create a compilation project for MFront properties, behaviours and models☆24Apr 29, 2026Updated 2 months ago
- Code is final 4th year project showing how machine learning can be used to predict the remaining useful life of IGBTs with power systems.☆15Mar 19, 2022Updated 4 years ago
- OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations. To cite this Original Software Publicati…☆12May 19, 2021Updated 5 years ago
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆14Aug 27, 2023Updated 2 years ago
- Electronic book for ME 373☆22Oct 2, 2023Updated 2 years ago
- ☆26Oct 15, 2020Updated 5 years ago
- 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.
- 6-DoF wheeled biped robot☆18Jan 19, 2022Updated 4 years ago
- ☆10Aug 21, 2020Updated 5 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated last year
- Running FreeRTOS on an STM32 Nucleo-C031C6 with Wokwi Simulation in VSCode.☆18Feb 23, 2024Updated 2 years ago
- Repo for RL algorithm design and testing of BCA (building control agent) HVAC on EnergyPlus building energy simulator using Python API/EM…☆11Mar 18, 2022Updated 4 years ago
- KAIST Thesis Template☆16Jan 28, 2021Updated 5 years ago
- Comparison of Abaqus Library, UMAT, and Analytical Solution for Neo-Hookean Hyperelastic Material Under Large Deformations☆17Aug 9, 2025Updated 10 months ago