50 citations · 83 across the 5 of their papers we have counts for
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cs.MA2020★ 3 cited
Using Machine Learning to Emulate Agent-Based Simulations
Claudio Angione, Eric Silverman, Elisabeth Yaneske
In this proof-of-concept work, we evaluate the performance of multiple machine-learning methods as statistical emulators for use in the analysis of agent-based models (ABMs). Analy…
cs.MA2020
Situating Agent-Based Modelling in Population Health Research
Eric Silverman, Umberto Gostoli, Stefano Picascia +4
Today's most troublesome population health challenges are often driven by social and environmental determinants, which are difficult to model using traditional epidemiological meth…