interface to ADAO (Data Assimilation and Optimization features in Python ) in SALOME

dart is a simple dart throwing simulator with random inaccuracies used for prototyping data assimilation and inverse problems

This repository forms part of the "1D simulation of land subsidence with ensemble Kalman filter" presented in Zapata-Norberto et al., 2024.

Here lies an interpolator to SPEEDY grided format, particullary, comming from the NOAA repository.

An adjointable cardiac mechanics data assimilator.

Notebooks to test out ideas or develop understanding

Lorenz 63 and Lorenz 96 reconstruction state with data assimilation and neural networks.

An introduction to sensitivity analysis and 4D-Var data assimilation method in epidemic modelling setting

Data assimilation implementation using Kalman Filter for the CFD simulation of a turbulent wind flow in a finite cylinder.

A case study of Stommel two box-model of AMOC using ETKF Data Assimilation with DAPPER.

Projects

This repo is work done for fun on trying to apply the parametric Kalman Filter (Pannekoucke et al. 2016) on the sphere for a transport equation.

Informações, recursos e tutoriais em assimilação de dados

Python API for Numerical Weather Prediction (NWP) and Data Assimilation Applications

Real time multi-dimensional data modeling with new observations

Generic data assimilation library

Fokker Planck based Data Assimilation method using Fourier Neural Operators as integrator

Source code and data for the paper "Data Assimilation in Large Prandtl Rayleigh-Bénard Convection from Thermal Measurements" by A. Farhat, N. E. Glatt-Holtz, V. R. Martinez, S. A. McQuarrie, and J. P. Whitehead.

Data Assimilation with ML/DL methods

ADAO - SALOME module for Data Assimilation and Optimization