gabrielmpp / LagrangianCoherenceLinks
Library for computing the Finite-time Lyapunov Exponents of 2D flows using xarray
☆10Updated 3 years ago
Alternatives and similar repositories for LagrangianCoherence
Users that are interested in LagrangianCoherence are comparing it to the libraries listed below
Sorting:
- Use Deep Learning in Data Assimilation☆57Updated 11 months ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆76Updated 5 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆38Updated this week
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆12Updated 2 years ago
- Quasi-geostrophic spectral solver in PyTorch☆18Updated 3 years ago
- One-dimensional DNS and LES of Burgers turbulence written in Python☆30Updated last year
- A Python toolbox for Bayesian inference and generative sampling, implementing triangular transport maps from samples.☆11Updated 5 months ago
- ☆58Updated last year
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆53Updated 8 months ago
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆49Updated 2 years ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Updated last year
- Quasigeostrophic model in python☆150Updated 7 months ago
- Quasigeostrophic model in JAX (port of PyQG)☆21Updated last week
- Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab☆31Updated last week
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- Differentiable neural-network solver for data assimilation of ice shelves written in JAX☆37Updated 7 months ago
- Python code for data assimilation methods☆52Updated 2 years ago
- Pytorch bindings for Fortran☆95Updated last year
- explore the FV3 data for parameterization☆17Updated 11 months ago
- Open data assimilation toolbox☆94Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆57Updated 3 weeks ago
- A Fast Monotone Rotating Shallow Water model☆18Updated last year
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 6 months ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆14Updated 3 years ago
- A versatile Python-Fortran CFD code that solves a large class of 2D flows☆67Updated last year
- Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow e…☆83Updated last week
- Physics-informed neural networks for the Richardson-Richards equation☆30Updated 5 years ago
- A GPU shallow-water equation (SWE) solver☆15Updated 3 years ago
- Finite element flow solver for simulating coastal and estuarine flows.☆79Updated last week
- uDALES: large-eddy-simulation software for urban flow, dispersion and microclimate modelling☆72Updated this week