In recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to their effectiveness in solving linear and non-linear partial differential equations (PDE) and real-world problems despite noisy data. The basic approach used to solve the PINNs is to construct the neural networ…
☆11Nov 23, 2025Updated 4 months ago
Alternatives and similar repositories for PINN-s-for-Heat-Transfer-Problem
Users that are interested in PINN-s-for-Heat-Transfer-Problem are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Density-based topology optimization via the deep energy method☆18Nov 1, 2022Updated 3 years ago
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆25Aug 3, 2024Updated last year
- This is the implementation of the PI-UNet for HSL-TFP☆27Feb 19, 2023Updated 3 years 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
- get fastest github ip.☆16Nov 28, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Heat Equation FEM and PINN solver☆10Apr 24, 2022Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆14Jul 27, 2022Updated 3 years ago
- The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks☆43Sep 18, 2022Updated 3 years ago
- Repository for Sharing the Code Sets for "Topology Optimization with Advanced CNN using Mapped Physics-based Data."☆11Jan 6, 2023Updated 3 years ago
- A unified, AI agent-friendly SDK for the Unitree Go2W quadruped robot that enables seamless integration of perception, planning, and cont…☆36Oct 15, 2025Updated 5 months ago
- ☆16Dec 13, 2022Updated 3 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
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 4 years ago
- ☆16Jun 7, 2025Updated 9 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13May 26, 2023Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆13Mar 9, 2021Updated 5 years ago
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- Deep learning-based topology optimization with a minimum compliance loss function☆15Feb 24, 2021Updated 5 years ago
- ☆30May 9, 2025Updated 10 months ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆19May 11, 2022Updated 3 years ago
- ☆18Oct 18, 2024Updated last year
- ☆12Feb 21, 2020Updated 6 years ago
- ☆17Nov 26, 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 and start building anything your business needs.
- Physics informed neural network (PINN) for the 1D Heat equation☆22Nov 9, 2023Updated 2 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.☆16Mar 19, 2022Updated 4 years ago
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆13Aug 27, 2023Updated 2 years ago
- go + vue + websocket 音乐播放器和聊天室☆12Mar 27, 2022Updated 4 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆21Jun 13, 2025Updated 9 months ago
- ☆10Aug 21, 2020Updated 5 years ago
- A Surrogate Model with Data Augmentation and Deep Transfer Learning for Temperature Field Prediction of Heat Source Layout☆10Nov 25, 2020Updated 5 years ago
- Revised Version of CCChieh/IBMYes☆12Sep 11, 2020Updated 5 years ago
- TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain☆52Jun 4, 2021Updated 4 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Application of Transfer Learning for RUL Prediction☆31Apr 12, 2021Updated 4 years ago
- ☆19Feb 3, 2022Updated 4 years ago
- Data Analysis of EV charging Dataset by Elaad NL☆11May 16, 2024Updated last year
- ☆14Nov 17, 2023Updated 2 years ago
- Using the CGCNN transfer learning model to pridict the voltages of many kinds of metal-ion battery electrodes☆11Aug 23, 2022Updated 3 years ago
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Sep 12, 2021Updated 4 years ago
- Implementation of a regression capsule network for use in li-ion battery RUL☆10Nov 17, 2022Updated 3 years ago