This repository contains the code for coupling FEniCS with Physics-Informed DeepONet
☆23Mar 28, 2026Updated 6 months ago
Alternatives and similar repositories for Time-Marching-Neural-Operator-FE-Coupling
Users that are interested in Time-Marching-Neural-Operator-FE-Coupling are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Apr 18, 2024Updated 2 years ago
- SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients☆24Apr 7, 2025Updated last year
- 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-guided neural network framework for elastic plates☆51Mar 24, 2022Updated 4 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…☆16Sep 19, 2026Updated 3 weeks ago
- Code for the paper: Physics-informed neural networks for modelling anisotropic and bi-anisotropic electromagnetic constitutive laws throu…☆11Dec 27, 2022Updated 3 years ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago
- Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)☆16Jul 30, 2024Updated 2 years ago
- TorchFSM: Fourier Spectral Method with PyTorch☆60Sep 14, 2026Updated 3 weeks ago
- Library for solving time dependent PDEs in FEniCS using Runge-Kutta ESDIRK methods☆13Mar 30, 2026Updated 6 months ago
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated 2 years ago
- ☆24Dec 23, 2021Updated 4 years ago
- Public Repo for the paper "Overcoming The Spectral-Bias of Neural Value Approximation"☆11May 25, 2024Updated 2 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.
- ☆17Jun 6, 2023Updated 3 years ago
- ☆21May 13, 2026Updated 4 months ago
- composipy is a python library to calculate composite plates using the classical laminate theory. This library is designed to be simple, u…☆47Sep 29, 2026Updated last week
- ☆15Dec 13, 2022Updated 3 years ago
- ☆28Nov 21, 2025Updated 10 months ago
- ☆22Apr 21, 2023Updated 3 years ago
- An easy to use FEA software that allows you to implement your own physics models☆14Updated this week
- ☆16Oct 29, 2023Updated 2 years ago
- Code for orthogonal neural operator☆17Oct 15, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ModelFLOWs application☆21Feb 11, 2025Updated last year
- ☆15Dec 15, 2020Updated 5 years ago
- Code for ICML2025 Paper "Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models"☆17Jun 27, 2025Updated last year
- A Deep Learning Approach to Solving PDEs: Implementing Neural Networks with Pytorch and Jax☆10Apr 27, 2023Updated 3 years ago
- preCICE adapter for the open source computing platform FEniCSx☆18Aug 14, 2026Updated last month
- This is the code of my master thesis.☆224Feb 7, 2026Updated 8 months ago
- Conservative Overset Algorithms with OpenFOAM☆11Nov 5, 2021Updated 4 years ago
- PDEAgentBench: An automated benchmark framework for evaluating Code Agents on optimizing scientific PDE solvers.☆50Jul 13, 2026Updated 2 months ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆50Aug 17, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 5 months ago
- Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)☆26Jun 7, 2024Updated 2 years ago
- FEniCSx examples at CISM 2024☆15Jul 20, 2026Updated 2 months ago
- Some changes applied to XFEM_Fracture2D to enable fracture in a functionally graded material, e.g. wood☆14Sep 11, 2019Updated 7 years ago
- Navier-Stokes solvers based on FEniCS☆20May 28, 2014Updated 12 years ago
- ☆27Mar 16, 2024Updated 2 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆33Jan 20, 2025Updated last year