109 citations · 848 across the 38 of their papers we have counts for
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math.DS2022
Quantum Mechanics for Closure of Dynamical Systems
David Freeman, Dimitrios Giannakis, Joanna Slawinska
We propose a scheme for data-driven parameterization of unresolved dimensions of dynamical systems based on the mathematical framework of quantum mechanics and Koopman operator the…
math.ST2022★ 5 cited
Data Assimilation in Operator Algebras
David Freeman, Dimitrios Giannakis, Brian Mintz +2
We develop an algebraic framework for sequential data assimilation of partially observed dynamical systems. In this framework, Bayesian data assimilation is embedded in a non-abeli…