dg227 / NLSALinks
Kernel methods for statistical modeling of dynamical systems
☆26Updated 2 months ago
Alternatives and similar repositories for NLSA
Users that are interested in NLSA are comparing it to the libraries listed below
Sorting:
- Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.☆112Updated this week
- A hackable Lyapunov exponents calculator☆14Updated 5 years ago
- Implementation of various ensemble Kalman Filter data assimilation methods in Julia☆64Updated this week
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆35Updated 2 years ago
- Numerical differentiation with regularization, allowing differentiation of noisy data without amplifying noise. Uses total variation and …☆31Updated 7 years ago
- This repository contains material for the class "Instabilities in Fluids" taught in 2018 at the Australian National University.☆25Updated 2 years ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆53Updated 2 years ago
- Transition Indicators / Early Warning Signals / Regime Shifts / Change Point Detection☆24Updated 6 months ago
- A type-flexible shallow water model that can run with 16-bit arithmetic.☆125Updated 4 months ago
- ☆51Updated this week
- ☆23Updated this week
- The Eigentools package for Dedalus☆15Updated 9 months ago
- ☆117Updated this week
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- This Python package aims at providing tools to study stochastic processes: integrate SDEs, solve Fokker-Planck equations, sample rare eve…☆12Updated 5 years ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆13Updated 3 years ago
- Example problems from the Dedalus methods paper.☆17Updated 5 years ago
- ☆100Updated 2 months ago
- Solving differential equations in parallel with Julia☆51Updated 4 years ago
- Monotone Parameterization Toolkit (MParT): A core library for constructing and using transport maps.☆18Updated last week
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Updated last year
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆31Updated 3 years ago
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆34Updated this week
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia☆29Updated 2 weeks ago
- Large Eddy Simulation with dedalus☆38Updated 6 years ago
- Dynamic Mode Decomposition☆61Updated 8 years ago
- A Python toolbox for Bayesian inference and generative sampling, implementing triangular transport maps from samples.☆11Updated 4 months ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆82Updated 3 years ago
- Models and parameterizations for the turbulent ocean surface boundary layer in Julia☆25Updated 3 years ago