[HTML][HTML] Simulated data for census-scale entity resolution research without privacy restrictions: a large-scale dataset generated by individual-based modeling

B Haddock, A Pletcher, N Blair-Stahn… - Gates Open …, 2024 - pmc.ncbi.nlm.nih.gov
Background Entity resolution (ER) is the process of identifying and linking records that refer
to the same real-world entity. ER is a fundamental challenge in data science, and a common …

Humonet: A framework for realistic modeling and simulation of human mobility network

JS Kim, GM Thakur, L Amichi, A Burger… - 2024 25th IEEE …, 2024 - ieeexplore.ieee.org
Understanding, analyzing, and predicting human mobility and dynamics are valuable to
solving pressing problems, develo** effective plans, and prescribing timely remedies. As …

[HTML][HTML] Simulating household energy behavior diffusion using spatial microsimulation and econometric models

J Zhang, L Bouman, D Ballas, X Liu - Computers, Environment and Urban …, 2025 - Elsevier
Analyzing household energy behaviors from a spatial perspective is crucial for both
policymakers and network operators. However, conducting spatial analysis at a fine scale …

Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing

D Bavikadi, D Aditya, D Parkar, P Shakarian… - arxiv preprint arxiv …, 2024 - arxiv.org
The ability to generate artificial human movement patterns while meeting location and time
constraints is an important problem in the security community, particularly as it enables the …

Fine-scale spatiotemporal earthquake casualty risk assessment considering building function types

W Nie, X Fan, J Wang, L Wang, Y Qi, M Liu - International Journal of …, 2024 - Elsevier
Lessons from recent global earthquakes underscore the persistent high risk of seismic
casualties. Despite considerable attention to earthquake casualty risk assessment (ECRA) …

[PDF][PDF] Downscaling Synthetic Populations to Realistic Residential Locations

J Tuccillo - 2024 - osti.gov
High-fidelity pattern of life (PoL) models require realistic origin points for predictive trip
modeling. This paper develops and demonstrates a reproducible method using open data to …

A design of activity-based mobility intervention

JS Kim, GM Thakur, SC Christopher - Proceedings of the 18th …, 2023 - dl.acm.org
Human mobility influences our society and vice versa. During the COVID-19 pandemic, non-
pharmaceutical intervention that alters activity-based mobility such as work-from-home …

A Visual Analytic Platform for Interactive Validation of Human Mobility Simulations

S Monadjemi, JS Kim, L Amichi, D De… - Proceedings of the 7th …, 2024 - dl.acm.org
Human mobility insights guide domain experts in an array of decisions, including critical
infrastructure design, disaster response, epidemic modeling, national security, and policy …

An Interpretable Index of Social Vulnerability to Environmental Hazards (Short Paper)

JV Tuccillo - 12th International Conference on Geographic …, 2023 - drops.dagstuhl.de
Index-based measures of social vulnerability to environmental hazards are commonly
modeled from composites of population-level risk factors. These models overlook individual …

Spatial Microsimulation and Activity Allocation in Python: An Update on the Likeness Toolkit

J Tuccillo, J Gaboardi - 2023 - osti.gov
Understanding human security and social equity issues within human systems requires
large-scale models of population dynamics that simulate high-fidelity representations of …