Publications
Papers, preprints, and academic work
See academic CV for a list of publications
Dissertation
Hybrid System Dynamics-Agent Based Model for Health-Related Quality of Life in Adolescent and Young Adult (AYA) Cancer Patients and Survivors
Johns Hopkins University, Department of Civil & Systems Engineering
A methodological three-layer computational framework coupling system dynamics, agent-based modeling, and an evolving social network to model HRQoL dynamics in AYA cancer patients. The novel research contribution is the formally specified, verified, bidirectionally coupled architecture of six switchable interfaces with applications to AYA cancer research.
Preprint & Whitepaper
A Tri-Layer Hybrid Simulation of Health-Related Quality of Life in Adolescent and Young Adult Cancer Patients: Verified Architecture, Pattern-Oriented Results, and a Pre-Registered External-Validation Data Request
Johns Hopkins University (preprint)
EORTC AYA QLQ-C30 Data Request: External Validation of a Tri-Layer Hybrid HRQoL Model
Prepared for the European Organisation for Research and Treatment of Cancer (EORTC)
In Preparation
A Tri-Layer Hybrid Architecture and Simulation of AYA Cancer Health-Related Quality of Life
Internal draft; venue to be selected
Network Effects on Health-Related Quality of Life in AYA Cancer Patients Using a Tri-Layer Hybrid Modeling Approach
Target: IEEE Engineering in Medicine and Biology Society (EMBC) or System Dynamics Society Conference