vivekoommen / NPJCOMPUMATS-03747View external linksLinks
Learning two-phase microstructure evolution using neural operators and autoencoder architectures
☆26Apr 25, 2024Updated last year
Alternatives and similar repositories for NPJCOMPUMATS-03747
Users that are interested in NPJCOMPUMATS-03747 are comparing it to the libraries listed below
Sorting:
- ☆10Mar 18, 2023Updated 2 years ago
- ☆24Dec 21, 2023Updated 2 years ago
- This is the implementation of the RecFNO.☆25Feb 21, 2023Updated 2 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15May 27, 2024Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆32Aug 2, 2022Updated 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…☆13Nov 17, 2022Updated 3 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Feb 17, 2021Updated 4 years ago
- Rethinking materials simulations: Blending DNS with Neural Operators☆22Jul 9, 2024Updated last year
- ☆54Oct 9, 2022Updated 3 years ago
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆24Jul 25, 2024Updated last year
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆14Dec 24, 2025Updated last month
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Jan 15, 2024Updated 2 years ago
- Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels -- param…☆23Aug 2, 2021Updated 4 years ago
- ☆12May 3, 2023Updated 2 years ago
- ☆12Dec 13, 2024Updated last year
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆31May 16, 2025Updated 8 months ago
- Physics Informed Fourier Neural Operator☆29Nov 21, 2024Updated last year
- ☆14Jan 26, 2026Updated 2 weeks ago
- Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem☆17Dec 6, 2024Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆30Dec 5, 2024Updated last year
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Oct 10, 2025Updated 4 months ago
- ☆13Dec 5, 2022Updated 3 years ago
- ☆13Apr 5, 2024Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆36Oct 17, 2024Updated last year
- ☆63Feb 29, 2024Updated last year
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆14Apr 12, 2025Updated 10 months ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆20Jun 20, 2024Updated last year
- ☆16Aug 6, 2024Updated last year
- ☆17Aug 13, 2024Updated last year
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆18Jan 11, 2024Updated 2 years ago
- FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.☆19Feb 2, 2026Updated last week
- ☆15Feb 3, 2023Updated 3 years ago
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆19May 5, 2024Updated last year
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆20Jan 20, 2026Updated 3 weeks ago
- Code for orthogonal neural operator☆18Oct 15, 2023Updated 2 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆16Sep 18, 2023Updated 2 years ago
- Separabale Physics-Informed DeepONets in JAX☆21Nov 29, 2024Updated last year