Bryan L. Lewis

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 28

Top Topics

Temporal Constraints

Infectious Disease

Simulation Models

Top Venues

PLoS Comput. Biol.

Publications

Parantapa Bhattacharya, Jiangzhuo Chen, Stefan Hoops, Dustin Machi, Bryan L. Lewis, Srinivasan Venkatramanan, Mandy L. Wilson, Brian Klahn, Aniruddha Adiga, Benjamin Hurt, Joseph Outten, Abhijin Adiga, Andrew S. Warren, Young Yun Baek, Przemyslaw J. Porebski, Achla Marathe, Dawen Xie, Samarth Swarup, Anil Vullikanti, Henning S. Mortveit, Stephen G. Eubank, Christopher L. Barrett, Madhav Vinayak Marathe
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support. Int. J. High Perform. Comput. Appl. 37 (1) (2023)
Aniruddha Adiga, Gursharn Kaur, Lijing Wang, Benjamin Hurt, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe
Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts. AAAI (2023)
Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan L. Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate Peters, Jure Leskovec, Madhav V. Marathe
Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution Sites. AAAI (2022)
Jiangzhuo Chen, Stefan Hoops, Achla Marathe, Henning S. Mortveit, Bryan L. Lewis, Srinivasan Venkatramanan, Arash Haddadan, Parantapa Bhattacharya, Abhijin Adiga, Anil Vullikanti, Aravind Srinivasan, Mandy L. Wilson, Gal Ehrlich, Maier Fenster, Stephen G. Eubank, Christopher L. Barrett, Madhav V. Marathe
Effective Social Network-Based Allocation of COVID-19 Vaccines. KDD (2022)
Aniruddha Adiga, Gursharn Kaur, Benjamin Hurt, Lijing Wang, Przemyslaw J. Porebski, Srinivasan Venkatramanan, Bryan L. Lewis, Madhav V. Marathe
Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources. Big Data (2022)
Stefan Hoops, Jiangzhuo Chen, Abhijin Adiga, Bryan L. Lewis, Henning S. Mortveit, Hannah Baek, Mandy L. Wilson, Dawen Xie, Samarth Swarup, Srinivasan Venkatramanan, Justin Crow, Elena Diskin, Seth Levine, Helen Tazelaar, Brooke Rossheim, Chris Ghaemmaghami, Rebecca Early, Chris Barrett, Madhav V. Marathe, Carter Price
High Performance Agent-Based Modeling to Study Realistic Contact Tracing Protocols. WSC (2021)
Serina Chang, Mandy L. Wilson, Bryan L. Lewis, Zakaria Mehrab, Komal K. Dudakiya, Emma Pierson, Pang Wei Koh, Jaline Gerardin, Beth Redbird, David Grusky, Madhav Marathe, Jure Leskovec
Supporting COVID-19 Policy Response with Large-scale Mobility-based Modeling. KDD (2021)
Asma Azizi Boroojeni, Zhuolin Qu, Bryan L. Lewis, James Mac Hyman
Generating a heterosexual bipartite network embedded in social network. Appl. Netw. Sci. 6 (1) (2021)
Dustin Machi, Parantapa Bhattacharya, Stefan Hoops, Jiangzhuo Chen, Henning S. Mortveit, Srinivasan Venkatramanan, Bryan L. Lewis, Mandy L. Wilson, Arindam Fadikar, Tom Maiden, Christopher L. Barrett, Madhav V. Marathe
Scalable Epidemiological Workflows to Support COVID-19 Planning and Response. IPDPS (2021)
Parantapa Bhattacharya, Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan L. Lewis, Henning S. Mortveit, Srinivasan Venkatramanan, Mandy L. Wilson, Achla Marathe, Przemyslaw Porebski, Brian Klahn, Joseph Outten, Anil Vullikanti, Dawen Xie, Abhijin Adiga, Shawn Brown, Christopher L. Barrett, Madhav Marathe
AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US. IEEE BigData (2021)
Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav Marathe
Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting. IEEE BigData (2020)
Aniruddha Adiga, Devdatt P. Dubhashi, Bryan L. Lewis, Madhav Marathe, Srinivasan Venkatramanan, Anil Vullikanti
Models for COVID-19 Pandemic: A Comparative Analysis. CoRR (2020)
Lijing Wang, Aniruddha Adiga, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav Marathe
Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting. CoRR (2020)
Asma Azizi Boroojeni, Zhuolin Qu, Bryan L. Lewis, James Mac Hyman
Generating a Heterosexual Bipartite Network Embedded in Social Network. CoRR (2020)
Srinivasan Venkatramanan, Jiangzhuo Chen, Arindam Fadikar, Sandeep Gupta, Dave Higdon, Bryan L. Lewis, Madhav Marathe, Henning S. Mortveit, Anil Vullikanti
Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints. PLoS Comput. Biol. 15 (9) (2019)
Bijaya Adhikari, Bryan L. Lewis, Anil Vullikanti, José M. Jiménez, B. Aditya Prakash
Fast and near-optimal monitoring for healthcare acquired infection outbreaks. PLoS Comput. Biol. 15 (9) (2019)
Arindam Fadikar, Dave Higdon, Jiangzhuo Chen, Bryan L. Lewis, Srinivasan Venkatramanan, Madhav Marathe
Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation. SIAM/ASA J. Uncertain. Quantification 6 (4) (2018)
Bianica Pires, Gizem Korkmaz, Katherine B. Ensor, David Higdon, Sallie Keller, Bryan L. Lewis, Aaron D. Schroeder
Estimating individualized exposure impacts from ambient ozone levels: A synthetic information approach. Environ. Model. Softw. 103 (2018)
Prithwish Chakraborty, Bryan L. Lewis, Stephen G. Eubank, John S. Brownstein, Madhav Marathe, Naren Ramakrishnan
What to know before forecasting the flu. PLoS Comput. Biol. 14 (10) (2018)
Swapna Thorve, Mandy L. Wilson, Bryan L. Lewis, Samarth Swarup, Anil Kumar S. Vullikanti, Madhav V. Marathe
EpiViewer: an epidemiological application for exploring time series data. BMC Bioinform. 19 (1) (2018)
Nargesalsadat Dorratoltaj, Achla Marathe, Bryan L. Lewis, Samarth Swarup, Stephen G. Eubank, Kaja M. Abbas
Epidemiological and economic impact of pandemic influenza in Chicago: Priorities for vaccine interventions. PLoS Comput. Biol. 13 (6) (2017)
Farzaneh Tabataba, Bryan L. Lewis, Milad Hosseinipour, Foroogh S. Tabataba, Srinivasan Venkatramanan, Jiangzhuo Chen, Dave Higdon, Madhav Marathe
Epidemic Forecasting Framework Combining Agent-Based Models and Smart Beam Particle Filtering. ICDM (2017)
Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources. CoRR (2017)
Farzaneh Sadat Tabataba, Prithwish Chakraborty, Naren Ramakrishnan, Srinivasan Venkatramanan, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe
A Framework for Evaluating Epidemic Forecasts. CoRR (2017)
Saurav Ghosh, Prithwish Chakraborty, Bryan L. Lewis, Maimuna S. Majumder, Emily Cohn, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
GELL: Automatic Extraction of Epidemiological Line Lists from Open Sources. KDD (2017)
Chris J. Kuhlman, Yihui Ren, Bryan L. Lewis, James Schlitt
Hybrid Agent-based modeling of Zika in the united states. WSC (2017)
Srinivasan Venkatramanan, Jiangzhuo Chen, Sandeep Gupta, Bryan L. Lewis, Madhav Marathe, Henning S. Mortveit, Anil Vullikanti
Spatio-Temporal Optimization of Seasonal Vaccination Using a Metapopulation Model of Influenza. ICHI (2017)
Keith Bissett, Jose Cadena, Maleq Khan, Chris J. Kuhlman, Bryan L. Lewis, Pyrros A. Telionis
An integrated agent-based approach for modeling disease spread in large populations to support health informatics. BHI (2016)
Suruchi Deodhar, Jiangzhuo Chen, Mandy L. Wilson, Manikandan Soundarapandian, Keith R. Bisset, Bryan L. Lewis, Christopher L. Barrett, Madhav V. Marathe
Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks. ICHI (2015)
Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Bryan L. Lewis, Madhav V. Marathe, Paula Elaine Stretz
ISIS: a networked-epidemiology based pervasive web app for infectious disease pandemic planning and response. KDD (2014)
Caitlin M. Rivers, Bryan L. Lewis
Ethical research standards in a world of big data. F1000Research 3 (2014)
Prithwish Chakraborty, Pejman Khadivi, Bryan L. Lewis, Aravindan Mahendiran, Jiangzhuo Chen, Patrick Butler, Elaine O. Nsoesie, Sumiko R. Mekaru, John S. Brownstein, Madhav V. Marathe, Naren Ramakrishnan
Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. SDM (2014)
Christopher L. Barrett, Keith R. Bisset, Jiangzhuo Chen, Stephen G. Eubank, Bryan L. Lewis, V. S. Anil Kumar, Madhav V. Marathe, Henning S. Mortveit
Interactions among human behavior, social networks, and societal infrastructures: A Case Study in Computational Epidemiology. Fundamental Problems in Computing (2013)
Christopher L. Barrett, Keith R. Bisset, Shridhar Chandan, Jiangzhuo Chen, Youngyun Chungbaek, Stephen G. Eubank, C. Yaman Evrenosoglu, Bryan L. Lewis, Kristian Lum, Achla Marathe, Madhav V. Marathe, Henning S. Mortveit, Nidhi Kiranbhai Parikh, Arun G. Phadke, Jeffrey H. Reed, Caitlin M. Rivers, Sudip Saha, Paula Elaine Stretz, Samarth Swarup, James S. Thorp, Anil Vullikanti, Dawen Xie
Planning and response in the aftermath of a large crisis: An agent-based informatics framework. WSC (2013)
Bryan L. Lewis, Stephen G. Eubank, Allyson M. Abrams, Ken P. Kleinman
In silico surveillance: evaluating outbreak detection with simulation models. BMC Medical Informatics Decis. Mak. 13 (2013)
Nidhi Kiranbhai Parikh, Samarth Swarup, Paula Elaine Stretz, Caitlin M. Rivers, Bryan L. Lewis, Madhav V. Marathe, Stephen G. Eubank, Christopher L. Barrett, Kristian Lum, Youngyun Chungbaek
Modeling human behavior in the aftermath of a hypothetical improvised nuclear detonation. AAMAS (2013)
Christopher L. Barrett, Richard J. Beckman, Keith R. Bisset, Jiangzhuo Chen, Thomas M. DuBois, Stephen G. Eubank, V. S. Anil Kumar, Bryan L. Lewis, Madhav V. Marathe, Aravind Srinivasan, Paula Elaine Stretz
Optimizing epidemic protection for socially essential workers. IHI (2012)
José M. Jiménez, Bryan L. Lewis, Stephen G. Eubank
Hospitals as Complex Social Systems: Agent-Based Simulations of Hospital-Acquired Infections. Complex (2012)
Chris J. Kuhlman, Bryan L. Lewis, Richard J. Beckman, Stephen G. Eubank, Tridib Dutta
Clustering method incorporating network topology and dynamics. SpringSim (2010)
Andrea Apolloni, Karthik Channakeshava, Lisa Durbeck, Maleq Khan, Chris J. Kuhlman, Bryan L. Lewis, Samarth Swarup
A Study of Information Diffusion over a Realistic Social Network Model. CSE (4) (2009)
Christopher L. Barrett, Richard J. Beckman, Maleq Khan, V. S. Anil Kumar, Madhav V. Marathe, Paula Elaine Stretz, Tridib Dutta, Bryan L. Lewis
Generation and Analysis of Large Synthetic Social Contact Networks. WSC (2009)