Repository for sharing code and data assocaited with En-DeepONet architecture
☆36Jan 15, 2024Updated 2 years ago
Alternatives and similar repositories for En-DeepONet
Users that are interested in En-DeepONet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆29Jun 4, 2023Updated 2 years ago
- Seismic monitoring experiment investigating hydraulic fracturing within the Kaybob-Duvernay horizon in Alberta. Managed by the University…☆18Feb 10, 2021Updated 5 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆31May 16, 2025Updated 10 months ago
- ☆10Mar 18, 2023Updated 3 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆42Jun 20, 2025Updated 9 months ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆88Aug 26, 2025Updated 6 months ago
- ☆61Jun 9, 2021Updated 4 years ago
- ☆24Jan 7, 2026Updated 2 months ago
- 微震拾取模型☆14Mar 31, 2022Updated 3 years ago
- A module based seismic modeling, migration and inversion code☆12Updated this week
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆19May 5, 2024Updated last year
- Code for training and inferring acoustic wave propagation in 3D☆43Mar 8, 2026Updated 2 weeks ago
- ☆15Feb 3, 2023Updated 3 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 8 months ago
- A place to share problems solved with SciANN☆308Nov 6, 2023Updated 2 years ago
- ☆12Jun 25, 2025Updated 8 months ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆29Aug 27, 2020Updated 5 years ago
- ☆18Sep 6, 2023Updated 2 years ago
- Wave propagation modules for PyTorch.☆337Mar 17, 2026Updated last week
- Elastic Full-Waveform Inversion Integrated with PyTorch☆94Sep 26, 2021Updated 4 years ago
- physics-informed neural network for elastodynamics problem☆160Jan 20, 2022Updated 4 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆21Jun 20, 2024Updated last year
- ☆56Oct 9, 2022Updated 3 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20Nov 26, 2025Updated 3 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆61Dec 7, 2020Updated 5 years ago
- A repository to reproduce my Ph.D. thesis results and figures☆19Nov 1, 2023Updated 2 years ago
- Microseismic event detection on fiber-optic data using machine learning☆26Mar 21, 2023Updated 3 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆34Dec 4, 2023Updated 2 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆35Oct 5, 2021Updated 4 years ago
- Collection of tutorials for DAS data processing☆15Jul 22, 2024Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆13Sep 11, 2022Updated 3 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated last year
- Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…☆15Apr 12, 2024Updated last year
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 3 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆81Nov 8, 2024Updated last year
- numerical modelling of seismic wave propagation in 3D with flat layer models☆55Sep 4, 2024Updated last year
- ☆25Dec 21, 2023Updated 2 years ago