Chase Cockrell

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Premature atrial and ventricular contraction detection using deep learning and short ECG: A multi-dataset evaluation.
Biomed. Signal Process. Control.
Syed Khairul Bashar, Damien Socia, Solomon Feuerwerker, Emmanuel Dodson, Gary An, Chase Cockrell
2024 J jnl
Examining B-cell dynamics and responsiveness in different inflammatory milieus using an agent-based model.
PLoS Comput. Biol.
Bryan Shin, Gary An, Chase Cockrell
2023 J jnl
Generating synthetic multi-dimensional molecular-mediator time series data for artificial intelligence-based disease trajectory forecasting and drug development digital twins: Considerations.
CoRR
Gary An, Chase Cockrell
2022 J jnl
Facilitating automated conversion of scientific knowledge into scientific simulation models with the Machine Assisted Generation, Calibration, and Comparison (MAGCC) Framework.
CoRR
Chase Cockrell, Scott Christley, Gary An
2021 J jnl
Nested active learning for efficient model contextualization and parameterization: pathway to generating simulated populations using multi-scale computational models.
Simul.
Chase Cockrell, Jonathan Ozik, Nick Collier, Gary An
2019 J jnl
Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine.
J. Comput. Biol.
Brenden K. Petersen, Jiachen Yang, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol
2018 J jnl
Examining the controllability of sepsis using genetic algorithms on an agent-based model of systemic inflammation.
PLoS Comput. Biol.
Chase Cockrell, Gary An
2018 J jnl
High-throughput cancer hypothesis testing with an integrated PhysiCell-EMEWS workflow.
BMC Bioinform.
Jonathan Ozik, Nicholson T. Collier, Justin M. Wozniak, Charles M. Macal, Chase Cockrell, Samuel H. Friedman, Ahmadreza Ghaffarizadeh, Randy W. Heiland, Gary An, Paul Macklin
2018 J jnl
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis.
CoRR
Brenden K. Petersen, Jiachen Yang, Will S. Grathwohl, Chase Cockrell, Claudio Santiago, Gary An, Daniel M. Faissol
2015 J jnl
Computational Studies of the Intestinal Host-Microbiota Interactome.
Comput.
Scott Christley, Chase Cockrell, Gary An
2014 J jnl
Investigation of Inflammation and Tissue Patterning in the Gut Using a Spatially Explicit General-Purpose Model of Enteric Tissue (SEGMEnT).
PLoS Comput. Biol.
Chase Cockrell, Scott Christley, Gary An
2013 — conf
Examining the dynamics of epithelial metaplasia and pouchitis in an ileal pouch with a spatially-explicit computational multi-scale gut model (MSGM).
SpringSim (ADS)
Chase Cockrell, Scott Christley, Gary An, Eugene Chang, Marc Ward
2011 — conf
A data management system for ab-initio nuclear physics applications.
SpringSim (HPC)
Fang Liu, Ritu Mundhe, Masha Sosonkina, Chase Cockrell, Miles Aronnax, Pieter Maris, James P. Vary