Sasha Shirman

Machine Learning: Deepest Learning as Statistical Data Assimilation Problems

Henry D. I. Abarbanel, Paul J. Rozdeba, Sasha Shirman · Neural Computation · 2018 · 79 citations · Full text

Artificial Intelligence, Model Optimization, Data Assimilation Setting +13

Vertex protein PduN tunes encapsulated pathway performance by dictating bacterial metabolosome morphology

Carolyn E. Mills, Curt Waltmann, Andre G. Archer et al. · Nature Communications · 2022 · 27 citations · Full text

Linking the Salmonella enterica 1,2-Propanediol Utilization Bacterial Microcompartment Shell to the Enzymatic Core via the Shell Protein PduB

Nolan W. Kennedy, Carolyn E. Mills, Charlotte H. Abrahamson et al. · Journal of Bacteriology · 2022 · 23 citations · Full text

Model selection of chaotic systems from data with hidden variables using sparse data assimilation

Helena Ribera, Sasha Shirman, Anh V Nguyen et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2022 · 20 citations · Full text

Nonlinear System Identification, Parameter Identification, Engineering +15

A unifying view of synchronization for data assimilation in complex nonlinear networks

Henry D. I. Abarbanel, Sasha Shirman, Daniel Breen et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 19 citations

Engineering, Network Analysis, Data Assimilation +21