Bryan L. Lewis

Orcid: 0000-0003-0793-6082

Affiliations:
  • University of Virginia, Charlottesville, VA, USA


According to our database1, Bryan L. Lewis authored at least 49 papers between 2008 and 2024.

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Bibliography

2024
Impact of waning immunity against SARS-CoV-2 severity exacerbated by vaccine hesitancy.
PLoS Comput. Biol., 2024

Challenges of COVID-19 Case Forecasting in the US, 2020-2021.
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PLoS Comput. Biol., 2024

Novel multi-cluster workflow system to support real-time HPC-enabled epidemic science: Investigating the impact of vaccine acceptance on COVID-19 spread.
J. Parallel Distributed Comput., 2024

A High-Resolution, US-scale Digital Similar of Interacting Livestock, Wild Birds, and Human Ecosystems with Applications to Multi-host Epidemic Spread.
CoRR, 2024

Network Agency: An Agent-based Model of Forced Migration from Ukraine.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support.
Int. J. High Perform. Comput. Appl., 2023


Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Effective Social Network-Based Allocation of COVID-19 Vaccines.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources.
Proceedings of the IEEE International Conference on Big Data, 2022

Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Generating a heterosexual bipartite network embedded in social network.
Appl. Netw. Sci., 2021


Supporting COVID-19 Policy Response with Large-scale Mobility-based Modeling.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Scalable Epidemiological Workflows to Support COVID-19 Planning and Response.
Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Models for COVID-19 Pandemic: A Comparative Analysis.
CoRR, 2020

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints.
PLoS Comput. Biol., 2019

Fast and near-optimal monitoring for healthcare acquired infection outbreaks.
PLoS Comput. Biol., 2019

2018
What to know before forecasting the flu.
PLoS Comput. Biol., 2018

Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation.
SIAM/ASA J. Uncertain. Quantification, 2018

Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach.
Environ. Model. Softw., 2018

EpiViewer: an epidemiological application for exploring time series data.
BMC Bioinform., 2018

2017
Pandemics, Detection and Management.
Proceedings of the Encyclopedia of GIS., 2017

Epidemiological and economic impact of pandemic influenza in Chicago: Priorities for vaccine interventions.
PLoS Comput. Biol., 2017

A Framework for Evaluating Epidemic Forecasts.
CoRR, 2017

Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources.
CoRR, 2017

Hybrid Agent-based modeling of Zika in the united states.
Proceedings of the 2017 Winter Simulation Conference, 2017

GELL: Automatic Extraction of Epidemiological Line Lists from Open Sources.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
An integrated agent-based approach for modeling disease spread in large populations to support health informatics.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014
Ethical research standards in a world of big data.
F1000Research, 2014

Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
In silico surveillance: evaluating outbreak detection with simulation models.
BMC Medical Informatics Decis. Mak., 2013

Planning and response in the aftermath of a large crisis: An agent-based informatics framework.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Interactions among human behavior, social networks, and societal infrastructures: A Case Study in Computational Epidemiology.
Proceedings of the Fundamental Problems in Computing, 2013

Modeling human behavior in the aftermath of a hypothetical improvised nuclear detonation.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Optimizing epidemic protection for socially essential workers.
Proceedings of the ACM International Health Informatics Symposium, 2012

Hospitals as Complex Social Systems: Agent-Based Simulations of Hospital-Acquired Infections.
Proceedings of the Complex Sciences - Second International Conference, 2012

2010
Clustering method incorporating network topology and dynamics.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

2009
Generation and Analysis of Large Synthetic Social Contact Networks.
Proceedings of the 2009 Winter Simulation Conference, 2009

A Study of Information Diffusion over a Realistic Social Network Model.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
Pandemics, Detection and Management.
Proceedings of the Encyclopedia of GIS., 2008


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