matlab-deep-learning / Physics-Informed-Neural-Networks-for-Heat-TransferLinks
☆22Updated 8 months ago
Alternatives and similar repositories for Physics-Informed-Neural-Networks-for-Heat-Transfer
Users that are interested in Physics-Informed-Neural-Networks-for-Heat-Transfer are comparing it to the libraries listed below
Sorting:
- This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learn…☆52Updated 2 months ago
- ☆73Updated last year
- An example of solving a wave equation using finite difference☆21Updated last year
- ☆19Updated 2 years ago
- ☆38Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆31Updated 3 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- An adaptive mesh refinement algorithm for MATLAB☆35Updated 5 years ago
- Deep Learning for Reduced Order Modelling☆99Updated 3 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆30Updated 4 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆18Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Fluid-Structure Interaction Analysis Using FEM and UVLM☆25Updated 2 weeks ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- ☆15Updated 3 years ago
- PINNs-MPF is a comprehensive framework designed for simulating interface dynamics using Physics-Informed Neural Networks (PINNs). Leverag…☆13Updated last month
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆15Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 3 months ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Updated 2 years ago
- This repository contains codes related to our work on physics-guided machine learning.☆15Updated 3 years ago
- Tensoflow 2 implementation of physics informed deep learning.☆27Updated 4 years ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆37Updated last week
- Data-driven reduced order modeling for nonlinear dynamical systems☆79Updated last month
- PINNs for 2D Incompressible Navier-Stokes Equation☆47Updated last year
- ☆20Updated 2 years ago
- Software for Analysis and Design of Composite Rotors☆25Updated 8 years ago
- Physics-guided neural network framework for elastic plates☆39Updated 3 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆65Updated last year