JoshuaXu7 / PINN_porousView external linksLinks
Physics-informed neural networks for studying heat transfer in porous media
☆19Jun 13, 2025Updated 8 months ago
Alternatives and similar repositories for PINN_porous
Users that are interested in PINN_porous are comparing it to the libraries listed below
Sorting:
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Jun 27, 2022Updated 3 years ago
- Heat Equation FEM and PINN solver☆10Apr 24, 2022Updated 3 years ago
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆15May 14, 2024Updated last year
- 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
- PINN (Physics-Informed Neural Networks) for the 2D heat equation☆15Nov 12, 2025Updated 3 months ago
- In this repository we give some basic intuitions of PINNS and how to implement it for heat equation.☆18Mar 27, 2025Updated 10 months 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
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆172Aug 31, 2025Updated 5 months ago
- This is the implementation of the PI-UNet for HSL-TFP☆26Feb 19, 2023Updated 2 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
- a Thermal Lattice Boltzmann code for concentrated emulsions with FINite-size Droplets☆11Feb 23, 2022Updated 3 years ago
- Competitive Physics Informed Networks☆32Sep 21, 2024Updated last year
- ☆10Mar 3, 2022Updated 3 years ago
- ☆16Oct 22, 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
- Boundary Layer estimation and Mesh design☆12Mar 24, 2025Updated 10 months ago
- Library for fault Modelling in Modelica☆10Sep 3, 2025Updated 5 months ago
- In recent years, the use of physics-informed neural networks (PINNs) has gained popularity across several engineering disciplines due to …☆11Nov 23, 2025Updated 2 months ago
- Modelica library for convective heat transfer and pressure loss characteristics (Used for ClaRa library < 1.3.0)☆11Jul 30, 2019Updated 6 years ago
- An example of a testing framework written in 100% Modelica☆16Oct 19, 2018Updated 7 years ago
- iVABS is a VABS-based design framework for composite beams including helicopter rotor blades, wind turbine blades, high aspect ratio wing…☆12Sep 27, 2024Updated last year
- Lattice Boltzmann methods using the AMReX software framework☆16Jan 3, 2025Updated last year
- ☆14Sep 22, 2019Updated 6 years ago
- 《飞行力学》,飞行器六自由度飞行仿真☆10Dec 14, 2022Updated 3 years ago
- A physics informed deep learning model for flow through porous media using data acquired from LBM simulations.☆14Mar 29, 2023Updated 2 years ago
- Dynamic contact angle for droplet impact (UDF for fluent)☆19Jul 14, 2018Updated 7 years ago
- ☆16Jun 7, 2025Updated 8 months ago
- Density-based topology optimization via the deep energy method☆18Nov 1, 2022Updated 3 years ago
- Lattice Boltzmann code built on AMReX☆14Apr 7, 2020Updated 5 years ago
- Coupled level-set VOF method implementation by Sankar Menon has been adapted for OpenFoam 9☆14May 22, 2022Updated 3 years ago
- 基于Vue.js和SpringBoot的实验室管理系统,分为管理后台和用户网页端,可以给管理员、学生、教师角色使用,包括知识库模块、实验室信息模块、实验室预约模块、实验设备模块、维修记录模块☆21Jul 8, 2024Updated last year
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆14Jul 27, 2022Updated 3 years ago
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13May 27, 2025Updated 8 months ago
- Attack-Defense是对《弹道导弹攻防对抗的建模与仿真》一书中部分章节模型的Python复现。☆16Jan 16, 2023Updated 3 years ago
- volume of fluid - piecewise linear calculation☆20Apr 1, 2018Updated 7 years ago
- 再入轨迹优化和制导算法☆18Jul 28, 2016Updated 9 years ago
- Missile simulation Matlab code☆12Jul 23, 2018Updated 7 years ago
- ☆16Sep 22, 2022Updated 3 years ago
- Note of Youtube lecture, "2017 Numerical methods of PDE", given by Qiqi Wang☆13Jun 18, 2018Updated 7 years ago