13 citations · 18 across the 5 of their papers we have counts for
5 papers
GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design
Maurice Filo, Nicolò Rossi, Zhou Fang +1
Biomolecular networks underpin emerging technologies in synthetic biology-from robust biomanufacturing and metabolic engineering to smart therapeutics and cell-based diagnostics-an…
Realizing Reduced and Sparse Biochemical Reaction Networks from Dynamics
Maurice Filo, Mustafa Khammash
We propose a direct optimization framework for learning reduced and sparse chemical reaction networks (CRNs) from time-series trajectory data. In contrast to widely used indirect m…
Stochastic Models for Cochlear Instabilities
Maurice Filo, Bassam Bamieh
We investigate instabilities in a stochastic mathematical model of cochlear dynamics. The cochlea is modeled as a spatio-temporal dynamical system made up of a spatially distribute…
An Input-Output Approach to Structured Stochastic Uncertainty in Continuous Time
Maurice Filo, Bassam Bamieh
We consider the continuous-time setting of linear time-invariant (LTI) systems in feedback with multiplicative stochastic uncertainties. The objective of the paper is to characteri…
An Input-Output Approach to Structured Stochastic Uncertainty
Bassam Bamieh, Maurice Filo
We consider linear time invariant systems with exogenous stochastic disturbances, and in feedback with structured stochastic uncertainties. This setting encompasses linear systems…