Elias Clark, Ph.D.

Research Scientist I

Eli joined Metrum Research Group in 2023 after obtaining his Ph.D. in Mathematics from the University of Utah. His dissertation research focused on mathematical modeling of medication nonadherence and the effect it has on PK/PD models. Additionally, he has held internships at the Air Force Research Laboratory and Los Alamos National Laboratory where he worked on problems related to satellite tracking, shockwave physics, image processing, and fluid dynamics.

Recent publications by this scientist

Losing the Forest: Causal Shapley Values for interpretation of Population-Pharmacometric Models.

December 6, 2024

Presented at ACoP 2024. SHAP analyis, an interpretable ML technique, was applied to PopPK models with two examples: saturable PK and causal dependence in covariates. This analysis yieled insights beyond forest plots and clairified differences in different types of forest plots typically presented.

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