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
- 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 this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆22Mar 27, 2025Updated last year
- ☆32Oct 28, 2024Updated 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
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Physics Informed Neural Network for solving 3D transient heat transfer☆16Apr 29, 2026Updated 5 months ago
- 一个简易的模块化物理信息神经网络实现(PINN)☆58Nov 17, 2025Updated 10 months ago
- ☆11May 9, 2022Updated 4 years ago
- The application of a Physics Informed Neural Network on modelling the parameters of a Continuously Stirred Tank Reactor, based on the dat…☆21Jun 25, 2024Updated 2 years ago
- Thermodynamics tool for H2O, H2, and CO2☆10May 12, 2023Updated 3 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…☆13Jan 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.☆185May 30, 2026Updated 4 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.
- A repository for solving heat equation in a rectangular fin with Physics Informed Neural Networks and Surrogate Models.☆13Dec 12, 2022Updated 3 years ago
- ☆11Aug 30, 2023Updated 3 years ago
- A finite element code for prediction of the response of viscoelastic materials☆11Mar 14, 2023Updated 3 years ago
- Generates motion, force and torque profiles for electric motor selection.☆15Jul 6, 2023Updated 3 years ago
- Heat Equation FEM and PINN solver☆12Apr 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
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Jul 27, 2022Updated 4 years ago
- Physics informed neural network (PINN) for the 2D Heat equation☆15Jun 23, 2022Updated 4 years ago
- This repository forked from https://github.com/mahdibland☆16Dec 2, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Enabling LLMs to Think Proactively and Initiate Dialogue with Consciousness. A multi-agent LLM architecture inspired by Global Workspace …☆19Apr 23, 2026Updated 5 months ago
- ☆14Dec 12, 2022Updated 3 years ago
- This Python script solves the Navier-Stokes equations using Physics-Informed Neural Network. This approach enables the modeling of fluid …☆17Mar 19, 2024Updated 2 years ago
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 5 years ago
- ☆19Sep 15, 2024Updated 2 years ago
- Discretization of the Lippmann--Schwinger equation with periodic boundary conditions☆13Sep 26, 2026Updated 2 weeks ago
- Data Analysis of EV charging Dataset by Elaad NL☆11May 16, 2024Updated 2 years ago
- ☆13Feb 13, 2024Updated 2 years ago
- OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations. To cite this Original Software Publicati…☆13May 19, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Jun 17, 2023Updated 3 years 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
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆15Aug 27, 2023Updated 3 years ago
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆21May 13, 2025Updated last year
- Physics-Informed and Hybrid Machine Learning in Additive Manufacturing: Application to Fused Filament Fabrication☆18Jan 9, 2022Updated 4 years ago
- An analytical-numerical hybrid code for interactive Eshelby's inclusion problems in whole, half and finite spaces☆17Mar 20, 2021Updated 5 years ago
- 本项目为北航自然语言处理课程2020秋季学年大作业☆10Dec 28, 2020Updated 5 years ago