Learning Green's functions of partial differential equations with deep learning.
☆75Jan 8, 2024Updated 2 years ago
Alternatives and similar repositories for greenlearning
Users that are interested in greenlearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Rational neural networks", NeurIPS 2020☆29Feb 15, 2021Updated 5 years ago
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 6 years ago
- No need to train, he's a smooth operator☆45Dec 15, 2025Updated 4 months ago
- ☆14Jul 18, 2019Updated 6 years ago
- ☆16May 21, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 2023Updated 2 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Feb 21, 2025Updated last year
- Codes for the paper "Acoustic scattering by cascades with complex boundary conditions: compliance, porosity and impedance"☆10Jul 8, 2020Updated 5 years ago
- Learned incomplete factorization preconditioners using graph neural networks☆25Jan 13, 2025Updated last year
- Finite Difference Code for Earthquake Faulting☆23Jan 25, 2021Updated 5 years ago
- TensorFlow code trained on LAMMPS peridynamics simulations☆11Sep 1, 2019Updated 6 years ago
- Fun script to learn Obspy☆12Jul 27, 2016Updated 9 years ago
- DeepGreen network written in Tensorflow 2☆33Feb 11, 2026Updated 2 months ago
- Deep Learning for Solving Differential Equations (Educational)☆19Nov 30, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆18Jan 9, 2024Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Apr 10, 2021Updated 5 years ago
- [ICML 2024] UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs☆11Aug 7, 2025Updated 8 months ago
- pyCAPLunar is a python package to determine the moment tensor of earthquake sources and their uncertainty by using the 3D receiver-side S…☆19Feb 22, 2023Updated 3 years ago
- Codebase for the Poisson CNN paper☆12Jun 30, 2022Updated 3 years ago
- ☆48Dec 7, 2022Updated 3 years ago
- Seismic Hazard and Earthquake Rates In Fault Systems☆30Jan 4, 2023Updated 3 years ago
- Keras Scipy optimize interface☆17Dec 18, 2020Updated 5 years ago
- Design preconditioners with a CNN to accelerate the conjugate gradient method.☆27Jul 2, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆31Dec 28, 2025Updated 4 months ago
- Code published in Mildon et al (2016) in Geophysical Research Letters to generate a 3D strike-variable fault plane from surface traces. F…☆20Aug 28, 2025Updated 8 months ago
- Predict earthquake rupture probability with bayesian deep learning☆15Aug 1, 2019Updated 6 years ago
- Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers☆176Oct 19, 2022Updated 3 years ago
- Locally sparse travel time tomography (LST) is a tomography algorithm which uses sparse modeling and dictionary learning to estimate 2D g…☆15Dec 12, 2018Updated 7 years ago
- Numerical tutorials for Earth From Lab to Planet☆16Mar 30, 2026Updated last month
- This is a collection of Matlab scripts to work out the high-frequency radiation from Earthquakes (usually > 6 Mw ).☆11Oct 19, 2019Updated 6 years ago
- Global seismic array analysis in Julia☆13Apr 21, 2026Updated 2 weeks ago
- Data-driven Geometric Multi-Grid solver for the discrete Poisson equation☆41Apr 17, 2022Updated 4 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.
- Multi-dimensional earthquake cycle simulation code☆22Apr 3, 2026Updated last month
- Magnitude of Completeness (Mc) estimation for seismic catalog☆10Sep 12, 2023Updated 2 years ago
- Finding the conditional distributions of a Gaussian Mixture Model☆13Nov 10, 2019Updated 6 years ago
- ☆29Jul 8, 2024Updated last year
- Parallel FEM for earthquake dynamic ruptures on geometrically complex fault systems and ground motions.☆20Oct 18, 2025Updated 6 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆540Mar 26, 2026Updated last month
- Virtual field method for ordinary state-based peridynamics☆12Jul 8, 2020Updated 5 years ago