A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by different number of mesh nodes.
☆24Jul 25, 2024Updated last year
Alternatives and similar repositories for GeomDeepONet
Users that are interested in GeomDeepONet are comparing it to the libraries listed below
Sorting:
- ☆17Aug 13, 2024Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Nov 1, 2022Updated 3 years ago
- ☆16Updated this week
- ☆55Dec 25, 2025Updated 2 months ago
- Holding opensource codes about research projects related with ML+numerical methods☆11May 11, 2025Updated 9 months ago
- ☆15Dec 31, 2023Updated 2 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated last year
- Public ML-programming courses carried out by NGI. Focusing on geotechnical challenges and datasets.☆12Jun 10, 2022Updated 3 years ago
- XPINN code written in TensorFlow 2☆28Feb 1, 2023Updated 3 years ago
- Complex beam PDEs are solved using physics informed neural networks☆12Jun 5, 2024Updated last year
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Feb 20, 2026Updated last week
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆14Aug 24, 2024Updated last year
- mechanoChemML library☆17Jan 16, 2026Updated last month
- Application of Graph Neural Networks to predict material properties from their microstructures.☆19Nov 18, 2024Updated last year
- [ICLR 2024] Official implementation for the paper "Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks…☆18Aug 29, 2025Updated 6 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆36Oct 17, 2024Updated last year
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆19Jul 20, 2023Updated 2 years ago
- FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.☆19Feb 2, 2026Updated 3 weeks ago
- ☆21Mar 16, 2024Updated last year
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆38Feb 14, 2026Updated 2 weeks ago
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆20Jan 20, 2026Updated last month
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆28Feb 18, 2025Updated last year
- AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆21Jul 20, 2025Updated 7 months ago
- ☆31Feb 2, 2026Updated 3 weeks ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆19May 5, 2024Updated last year
- ☆16Feb 22, 2026Updated last week
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆25Sep 25, 2024Updated last year
- ☆26Jun 12, 2025Updated 8 months ago
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆19May 26, 2025Updated 9 months ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆88Oct 25, 2023Updated 2 years ago
- ☆28Jan 19, 2026Updated last month
- ☆14Mar 23, 2021Updated 4 years ago
- multi-fidelity neural network☆22Jul 18, 2023Updated 2 years ago
- ☆56May 13, 2025Updated 9 months ago
- ☆25May 3, 2025Updated 9 months ago
- Explicit GPU-based implementation under a mpm numerical framework (GIMPM) to solve for elasto-plastic problems in Geomechanics.☆19Oct 28, 2021Updated 4 years ago
- ☆24Dec 21, 2023Updated 2 years ago
- AMPLE - A Material Point Learning Environment☆51Apr 9, 2025Updated 10 months ago