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Publications

Preparing for the next pandemic: Simulation-based deep reinforcementlearning to discover and test multimodal control of systemic inflammation using repurposed immunomodulatory agents.

authors:

Cockrell C, Laria D, An G.

Age-Related Changes to the Immune System Exacerbate the Inflammatory Response to Pandemic H1N1 Infection.

authors:

Mochan E, Sego TJ, and Bard Ermentrout B.

Two heads are better than one: current landscape of integrating QSP and machine learning : An ISoP QSP SIG white paper by the working group on the integration of quantitative systems pharmacology and machine learning.

authors:

Zhang T, Androulakis IP, Bonate P, Cheng L, Helikar T, Parikh J, Rackauckas C, Subramanian K, Cho CR; Working Group.

Compartmental Model Suggests Importance of Innate Immune Response to COVID-19 Infection in Rhesus Macaques.

authors:

Mochan E, Sego TJ, Gaona L, Rial E, Ermentrout GB.

Estimation of virus-mediated cell fusion rate of SARS-CoV-2.

authors:

Amidei A, Dobrovolny HM.

Multicellular spatial model of RNA virus replication and interferon responses reveals factors controlling plaque growth dynamics.

authors:

Aponte-Serrano JO, Weaver JJA, Sego TJ, Glazier JA, Shoemaker JE.

Modeling the disruption of respiratory disease clinical trials by non-pharmaceutical COVID-19 interventions.

authors:

Arsène S, Couty C, Faddeenkov I, Go N, Granjeon-Noriot S, Šmít D, Kahoul R, Illigens B, Boissel JP, Chevalier A, Lehr L, Pasquali C, Kulesza A.

Preparing for the next pandemic: Simulation-based deep reinforcement learning to discover and test multimodal control of systemic inflammation using repurposed immunomodulatory agents.

authors:

Chase Cockrell, Dale Larie, Gary An