railleon / FD-PINN_dynamicsLinks
Physics-informed deep learning for structural dynamics under moving load
☆19Updated last year
Alternatives and similar repositories for FD-PINN_dynamics
Users that are interested in FD-PINN_dynamics are comparing it to the libraries listed below
Sorting:
- MATLAB codes for the RPIM-NNS☆13Updated last year
- ☆15Updated last year
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 3 years ago
- Physics-informed neural network for fatigue crack propagation (Paris' law)☆18Updated 3 years ago
- Density-based topology optimization via the deep energy method☆16Updated 3 years ago
- MSherri-eng / Bayesian-Finite-Element-Model-Updating-Using-Evolutionary-Markov-Chain-Monte-Carlo-algorithms☆11Updated 4 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆15Updated last year
- Neural integration for constitutive equations☆12Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated last week
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆18Updated 3 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆18Updated 8 months ago
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆23Updated 4 months ago
- This repository implements Physics-Informed Neural Networks (PINNs) for slope stability analysis based on the Mohr-Coulomb failure criter…☆11Updated 4 months ago
- ☆26Updated last year
- ☆20Updated last year
- Data preprocess method on Physics-informed neural networks☆23Updated 9 months ago
- FEM enhanced neural network☆20Updated 3 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆57Updated last year
- This repository contains the Python code for the paper "Transfer learning-based PINN model of 3D temperature field prediction for blue la…☆22Updated last year
- ☆11Updated 5 years ago
- Physics-guided neural network framework for elastic plates☆48Updated 3 years ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Updated 3 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆28Updated 2 years ago
- Flow field reconstruction and prediction of the 2D cylinder flow using data-driven physics-informed neural network combined with long sho…☆39Updated last year
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆22Updated 4 years ago
- ☆46Updated 2 years ago
- ☆12Updated 3 months ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆23Updated 8 months ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆31Updated 3 years ago
- Burgers equation solved by PINN in PyTorch☆24Updated 4 years ago