Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"
☆20Jul 25, 2024Updated 2 years ago
Alternatives and similar repositories for gnn-bvp-solver
Users that are interested in gnn-bvp-solver are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Official PyTorch implementation of the Vectorized Conditional Neural Field.☆18Aug 1, 2024Updated 2 years ago
- ☆70Aug 16, 2024Updated 2 years ago
- ☆15Oct 9, 2026Updated last week
- Supplementary material for "Interpolation-Based Immersed Finite Element Analysis", using FEniCS.☆15May 26, 2023Updated 3 years ago
- ☆14Jan 29, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆96Jul 18, 2023Updated 3 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Feb 10, 2022Updated 4 years ago
- ☆36Jun 21, 2026Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆58Mar 23, 2024Updated 2 years ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆29Nov 6, 2024Updated last year
- ☆54Jun 16, 2022Updated 4 years ago
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆26Sep 25, 2024Updated 2 years ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14May 4, 2023Updated 3 years ago
- ☆188Jan 25, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Speeding up and reducing memory usage for scientific machine learning via mixed precision☆11Dec 27, 2024Updated last year
- Repo to the paper "Message Passing Neural PDE Solvers"☆151Sep 11, 2024Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆43Feb 21, 2025Updated last year
- ☆15Feb 18, 2024Updated 2 years ago
- The demo code for "Physics-enhanced neural networks for half-space seismic wave modeling"☆11Oct 11, 2023Updated 3 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts☆16May 19, 2026Updated 4 months ago
- About code release of "Geometry-Aware Operator Transformer: A Generalizable Framework for PDE Solution Operators"☆29Dec 8, 2025Updated 10 months ago
- ☆29Jul 17, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆42Jan 30, 2024Updated 2 years ago
- A basic pure pytorch implementation of flash attention☆17Oct 28, 2024Updated last year
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 4 years ago
- ☆11Apr 14, 2022Updated 4 years ago
- ☆556Apr 1, 2025Updated last year
- GPUCorrel : A GPU accelerated Digital Image Correlation Software written in Python. To cite this Original Software Publication: https://w…☆11Sep 9, 2021Updated 5 years ago
- Open-source pipeline to create augmented reality (AR) models from scientific data☆25Aug 7, 2023Updated 3 years ago
- Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch☆15Sep 13, 2021Updated 5 years ago
- MIONet: Learning multiple-input operators via tensor product☆47Nov 13, 2022Updated 3 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.
- The DynaGen model allows the prediction of dynamical field data based on microstructure input. The model is exemplified to dynamic fractu…☆12Mar 17, 2023Updated 3 years ago
- Implementation of Physics-Informed PointNet (PIPN) for weakly-supervised learning of 2D linear elasticity (plane stress) on multiple sets…☆13Apr 11, 2024Updated 2 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆97May 11, 2022Updated 4 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆73Sep 29, 2026Updated 2 weeks ago
- Code for 'DiffuMeta: Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers'☆35Apr 23, 2026Updated 5 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆109Jun 1, 2026Updated 4 months ago
- Multiwavelets-based operator model☆70Feb 16, 2022Updated 4 years ago