Physics-informed radial basis network
☆43May 20, 2024Updated 2 years ago
Alternatives and similar repositories for PIRBN
Users that are interested in PIRBN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATLAB codes for the RPIM-NNS☆16Jun 26, 2024Updated 2 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆14Oct 14, 2024Updated last year
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆27Jul 7, 2021Updated 5 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆27May 17, 2023Updated 3 years ago
- Sparse Physics-based and Interpretable Neural Networks☆54Sep 30, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Density-based topology optimization via the deep energy method☆24Nov 1, 2022Updated 3 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 4 months ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated 2 years ago
- [NeurIPS 2022] Minimizing L_inf Physics-Informed Loss for PINN with adversarial training☆40Feb 28, 2023Updated 3 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆63Apr 19, 2026Updated 5 months ago
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆11Jun 19, 2023Updated 3 years ago
- ☆119Oct 16, 2021Updated 4 years ago
- Mohr Coulomb Model☆16Aug 17, 2021Updated 5 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆41Nov 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆29Dec 21, 2023Updated 2 years ago
- ☆15Jul 25, 2022Updated 4 years ago
- 2D wave equation simulated by PINN and FDM☆14Feb 20, 2022Updated 4 years ago
- Abaqus UMAT routine for damage modeling in elasto-plastic solids using phase field method☆19Apr 26, 2025Updated last year
- ☆33May 9, 2025Updated last year
- PINN program for computational mechanics☆152Apr 1, 2024Updated 2 years ago
- ☆21Feb 11, 2025Updated last year
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆21Mar 20, 2025Updated last year
- Source code for paper "A Marker-and-Cell Method for Large-Scale Flow-Based Topology Optimization on GPU"☆10Feb 26, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 5 years ago
- ☆14Nov 28, 2025Updated 10 months ago
- Deep finite volume method☆23Jun 26, 2024Updated 2 years ago
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 5 years ago
- Neural Network (NN) based anisotropic material model with an Abaqus UMAT implementation☆24Jul 3, 2022Updated 4 years ago
- ☆19Jul 9, 2025Updated last year
- Official code for "DMIS: Dynamic Mesh-based Importance Sampling for Training Physics-Informed Neural Networks" (AAAI 2023)☆18Jan 17, 2024Updated 2 years ago
- Matlab code performing the finite element simulation of an electrolyte contained within a phase-field representation of cracks. A novel d…☆17Jul 21, 2023Updated 3 years ago
- Physics-Informed Neural Networks Trained with Particle Swarm Optimization☆29Sep 20, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is the code of my master thesis.☆224Feb 7, 2026Updated 7 months ago
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆25Sep 25, 2020Updated 6 years ago
- ☆36Sep 3, 2021Updated 5 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆22Mar 25, 2023Updated 3 years ago
- In this project I use the generated dataset of stress analysis results of FVM method to train a Convolutional Neural Netwrok (CNN) model …☆28Aug 2, 2018Updated 8 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆18Mar 8, 2018Updated 8 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated last year