JinshuaiBai / PIRBNView external linksLinks
Physics-informed radial basis network
☆36May 20, 2024Updated last year
Alternatives and similar repositories for PIRBN
Users that are interested in PIRBN are comparing it to the libraries listed below
Sorting:
- Sparse Physics-based and Interpretable Neural Networks☆52Sep 30, 2021Updated 4 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Nov 26, 2025Updated 2 months ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25May 17, 2023Updated 2 years ago
- Enhancing the convergence speed by 2x and improving the training success of Physics-Informed Neural Networks (PINNs).☆13Oct 14, 2024Updated last year
- A program for solving nonlinear boundary value problems in solid mechanics with nonlinear material behaviour and large deformation.☆12Jun 19, 2023Updated 2 years ago
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- MATLAB codes for the RPIM-NNS☆14Jun 26, 2024Updated last year
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆18Sep 6, 2023Updated 2 years ago
- ☆24Dec 21, 2023Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59May 30, 2024Updated last year
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆26Jul 7, 2021Updated 4 years ago
- [NeurIPS 2022] Minimizing L_inf Physics-Informed Loss for PINN with adversarial training☆38Feb 28, 2023Updated 2 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 7 years ago
- PINN program for computational mechanics☆131Apr 1, 2024Updated last year
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆27Jan 20, 2023Updated 3 years ago
- A Jupyter Notebook implementation of Physics-informed neural network to solve solid mechanics problem.☆25May 11, 2023Updated 2 years ago
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆39Nov 2, 2024Updated last year
- Soving heat transfer problems using PINN with tf2.0☆21Jun 27, 2021Updated 4 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Mar 25, 2023Updated 2 years ago
- ☆36Sep 3, 2021Updated 4 years ago
- ☆110Oct 16, 2021Updated 4 years ago
- Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networ…☆31Mar 8, 2021Updated 4 years ago
- Construct generalised Voronoi-type dual meshes in MATLAB.☆22Jan 5, 2020Updated 6 years ago
- ☆17Apr 18, 2024Updated last year
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Jul 3, 2023Updated 2 years ago
- implementation of physics-informed variational auto-encoder☆20Oct 26, 2023Updated 2 years ago
- IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative …☆27Jul 22, 2022Updated 3 years ago
- The code is for two phase demonstration as example 1 shown in the paper - Gao, Yi, and Yongming Liu. "Reliability-based topology optimiza…☆11Dec 27, 2021Updated 4 years ago
- Dynamic weight strategy of physics-informed neural networks for the 2D Navier-Stokes equations☆14Sep 1, 2022Updated 3 years ago
- Mohr Coulomb Model☆15Aug 17, 2021Updated 4 years ago
- Ice-Elastoplastic-Material-Model written in Fortran (VUMAT and VUSDFLD) for the Abaqus/Explicit solver (v2019-2022)☆16Apr 7, 2023Updated 2 years ago
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated 3 weeks ago
- ☆11Mar 31, 2021Updated 4 years ago
- ☆13Aug 28, 2024Updated last year
- A repository for final year project at National Institute of Technology Hamirpur on "Structural Toplogy Optimization of thin walled squar…☆11Sep 24, 2022Updated 3 years ago
- ☆32Oct 28, 2024Updated last year
- Thermoelastic topology optimization procedure considering steady-state heat conduction☆24Nov 27, 2023Updated 2 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆73May 18, 2025Updated 8 months ago
- ☆13Nov 28, 2025Updated 2 months ago