[HTML][HTML] Role of heterogeneity: National scale data-driven agent-based modeling for the US COVID-19 Scenario Modeling Hub

J Chen, P Bhattacharya, S Hoops, D Machi, A Adiga… - Epidemics, 2024 - Elsevier
UVA-EpiHiper is a national scale agent-based model to support the US COVID-19 Scenario
Modeling Hub (SMH). UVA-EpiHiper uses a detailed representation of the underlying social …

Towards vaccine lifecycle management (VLM): A systematic literature review of the issues and challenges

A Sanae, SS Aicha, EBEI Adiba… - International Journal of …, 2024 - Taylor & Francis
The vaccine, a distinctive product with specific characteristics, plays a crucial role in
enhancing human immunity against diseases for their eradication. Given the severe impact …

Predictive models for health outcomes due to SARS-CoV-2, including the effect of vaccination: a systematic review

O Espinosa, L Mora, C Sanabria, A Ramos… - Systematic …, 2024 - Springer
Background The interaction between modelers and policymakers is becoming more
common due to the increase in computing speed seen in recent decades. The recent …

A large-scale epidemic simulation framework for realistic social contact networks

J Kitson, I Costello, J Chen, D Jiménez… - arxiv preprint arxiv …, 2024 - arxiv.org
Global pandemics can wreak havoc and lead to significant social, economic, and personal
losses. Preventing the spread of infectious diseases requires implementing interventions at …

Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread

P Bhattacharya, D Machi, J Chen, S Hoops… - Journal of Parallel and …, 2024 - Elsevier
We present MacKenzie, a HPC-driven multi-cluster workflow system that was used
repeatedly to configure and execute fine-grained US national-scale epidemic simulation …

Epihiper—A high performance computational modeling framework to support epidemic science

J Chen, S Hoops, HS Mortveit, BL Lewis, D Machi… - PNAS …, 2025 - academic.oup.com
This paper describes Epihiper, a state-of-the-art, high performance computational modeling
framework for epidemic science. The Epihiper modeling framework supports custom disease …

On the Necessity of Human Decision-Making Errors to Explain Vaccination Rates for Covid-19: an Agent-Based Modeling Study

JT Beerman, GG Beaumont… - 2023 Annual Modeling …, 2023 - ieeexplore.ieee.org
COVID-19 vaccines are important for individuals to avoid severe illness and collectively to
prevent significant societal disruptions from uncontrolled disease spread. Vaccine adoption …

[PDF][PDF] Review on Accelerating Web Performance: The Role of AI-Driven Content Delivery Networks

G KAMBALA - 2024 - researchgate.net
This review brings the tremendous growth of the internet has propelled faster, safer, more
efficient Content Distribution Networks (CDNs). Conventional CDNs, while their efficiency …

To Err Is Human: The Effect of Mistakes in Social Simulations

JT Beerman - 2023 - search.proquest.com
Abstract In Modeling & Simulation, a model must be fit for purpose. In the case of models for
social simulations, it means that we must adequately capture the mechanisms of human …

[PDF][PDF] Ten Billion Events in Three Minutes: Scaling an Agent-basedEpidemic Simulation on Realistic Social Contact Networks

J Kitson, I Costello, J Chen, S Hoops, E Meneses… - 2023 - osti.gov
Ten Billion Events in Three Minutes: Scaling an Agent-basedEpidemic Simulation on Realistic
Social Contact Networks Page 1 LLNL-CONF-847498 Ten Billion Events in Three Minutes …