VissyWANG / laminate-bending-PINNLinks
Code for the paper "A physics-informed neural network framework for laminated composite plates under bending"
☆13Updated 7 months ago
Alternatives and similar repositories for laminate-bending-PINN
Users that are interested in laminate-bending-PINN are comparing it to the libraries listed below
Sorting:
- MEEG-44403/54403 Machine Learning for Mechanical Engineers at the University of Arkansas☆40Updated this week
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- A Computational Fluid Dynamics (CFD) course with Python☆95Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆66Updated 3 months ago
- ☆18Updated 2 months ago
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆124Updated last year
- This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advectio…☆139Updated 5 months ago
- Introductory course on the Finite Element Method☆173Updated 5 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆103Updated 3 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆103Updated last year
- Thermodynamics-based Artificial Neural Networks☆28Updated 2 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆23Updated 2 years ago
- Python Laboratory for Finite Element Analysis☆59Updated last week
- Code for the Master's thesis: "Evaluation and improvements to Mesh Graph Nets for Computational Fluid Dynamics Simulations" which is buil…☆12Updated last year
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆42Updated last year
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆12Updated last year
- ☆56Updated 2 years ago
- ☆41Updated 3 years ago
- ☆135Updated 2 years ago
- ☆13Updated 2 years ago
- Classical Lamination Theory in Matlab☆15Updated 2 years ago
- ☆74Updated 9 months ago
- A continuum physics code for additive manufacturing built on OpenFOAM☆41Updated last month
- Materials from the coursera course on Finite Element Methods in Physics with programming assignments written in Deal ii☆22Updated 7 years ago
- A curated list of resources on FEM for CFD☆82Updated 6 months ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆53Updated 6 months ago
- Implementation of the "12 Steps to Navier Stokes Equations" by Prof. Lorena A. Barba in C++.☆20Updated last year
- Differentiable Flexible Mechanical Metamaterials☆22Updated 9 months ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆224Updated last year