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math.OC2023
Effective filtering approach for joint parameter-state estimation in SDEs via Rao-Blackwellization and modularization
Zhou Fang, Ankit Gupta, Mustafa Khammash
Stochastic filtering is a vibrant area of research in both control theory and statistics, with broad applications in many scientific fields. Despite its extensive historical develo…
q-bio.MN2023★ 3 cited
Complete characterization of robust perfect adaptation in biochemical reaction networks
Yuji Hirono, Ankit Gupta, Mustafa Khammash
Perfect adaptation is a phenomenon whereby the output variables of a system can maintain certain values despite external disturbances. Robust perfect adaptation (RPA) refers to an…