Topological Approach for Data Assimilation (TADA)


We introduce a new data assimilation algorithm leveraging the differentiability of persistence diagrams. The method is also generalized to other forecast methods and applied to high-dimensional Hall Effect Thruster field data.

Published on November 12, 2024 by Max Chumley

TDA Data Assimilation Forecasting

Topological Approach for Data Assimilation

Max M. Chumley, Firas A. Khasawneh

Publications

Hall Effect Thruster Forecasting using a Topological Approach for Data Assimilation

Max M. Chumley, Firas A. Khasawneh

Publications