Repository for sharing code and data assocaited with En-DeepONet architecture
☆37Jan 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☆30Jun 4, 2023Updated 3 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
- ☆11Mar 18, 2023Updated 3 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆17Sep 11, 2022Updated 3 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆39May 16, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆45Jun 20, 2025Updated last year
- ☆60Jun 9, 2021Updated 5 years ago
- A module based seismic modeling, migration and inversion code☆12Aug 7, 2026Updated 3 weeks ago
- 微震拾取模型☆13Mar 31, 2022Updated 4 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆95Aug 26, 2025Updated last year
- Code for training and inferring acoustic wave propagation in 3D☆47May 12, 2026Updated 3 months ago
- ☆17Feb 3, 2023Updated 3 years ago
- ☆17Jun 25, 2025Updated last year
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆15Jun 27, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A place to share problems solved with SciANN☆311Nov 6, 2023Updated 2 years ago
- The main repository for FraCSPy (Framework for Conventional microSeismic Processing), an open-source Python library focused on providing …☆17Oct 11, 2024Updated last year
- DAS Waveform Modeling and Inversion☆16May 26, 2023Updated 3 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆29Aug 27, 2020Updated 6 years ago
- ☆20Sep 6, 2023Updated 2 years ago
- Quantum DeepONet: Neural operators accelerated by quantum computing☆23Jun 10, 2025Updated last year
- physics-informed neural network for elastodynamics problem☆163Jan 20, 2022Updated 4 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆93Sep 26, 2021Updated 4 years ago
- ☆55Mar 12, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆20May 8, 2026Updated 3 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆63Dec 7, 2020Updated 5 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆35Dec 4, 2023Updated 2 years ago
- ☆57Oct 9, 2022Updated 3 years ago
- Microseismic event detection on fiber-optic data using machine learning☆26Mar 21, 2023Updated 3 years ago
- Collection of tutorials for DAS data processing☆18Jul 22, 2024Updated 2 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆35Oct 5, 2021Updated 4 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆37Aug 2, 2022Updated 4 years ago
- numerical modelling of seismic wave propagation in 3D with flat layer models☆59Sep 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆22May 5, 2024Updated 2 years ago
- ☆35Jan 5, 2024Updated 2 years ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆26Apr 25, 2024Updated 2 years ago
- Full moment tensor inversion using Hamiltonian Monte Carlo (HMC) sampling☆15Feb 11, 2025Updated last year
- Folax (Finite Operator Learning with JAX) is a framework for solving and optimizing PDEs by integrating machine learning with numerical m…☆25Aug 19, 2026Updated 2 weeks ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆50Nov 4, 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 2 years ago