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cs.MA2023★ 1 cited
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Large-scale models require substantial computational resources for analysis and studying treatment conditions. Specifically, estimating treatment effects using simulations may requ…
cs.MA2023
Inferring epidemic dynamics using Gaussian process emulation of agent-based simulations
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Computational models help decision makers understand epidemic dynamics to optimize public health interventions. Agent-based simulation of disease spread in synthetic populations al…