Charles M. Macal

According to our database, Charles M. Macal authored at least 59 papers between 1977 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Enhancing Digital Twins with Advances in Simulation and Artificial Intelligence: Opportunities and Challenges.

Simon J. E. Taylor, Charles M. Macal, Andrea Matta, Markus Rabe, Susan M. Sanchez, Guodong Shao

Proceedings of the Winter Simulation Conference, 2023

2022

How Can We Provide Better Simulation-Based Policy Support?

Andreas Tolk, Thomas Clemen, Nigel Gilbert, Charles M. Macal

Proceedings of the Annual Modeling and Simulation Conference, 2022

2021

Building and experimenting with an agent-based model to study the population-level impact of CommunityRx, a clinic-based community resource referral intervention.

Stacy Tessler Lindau, Jennifer A. Makelarski, Chaitanya Kaligotla, Emily Abramsohn, David G. Beiser, Chiahung Chou, Nicholson T. Collier, Elbert S. Huang, Charles M. Macal, Jonathan Ozik, Elizabeth L. Tung

PLoS Comput. Biol., 2021

A population data-driven workflow for COVID-19 modeling and learning.

Jonathan Ozik, Justin M. Wozniak, Nicholson T. Collier, Charles M. Macal, Mickaël Binois

Int. J. High Perform. Comput. Appl., 2021

Load Balancing Schemes for Large Synthetic Population-Based Complex Simulators.

Bogdan Mucenic, Chaitanya Kaligotla, Abby Stevens, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2020

Model Exploration of an Information-Based Healthcare Intervention Using Parallelization and Active Learning.

Chaitanya Kaligotla, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal, Kelly Boyd, Jennifer A. Makelarski, Elbert S. Huang, Stacy T. Lindau

J. Artif. Soc. Soc. Simul., 2020

2019

Credible Agent-Based Simulation - An Illusion or Only A Step Awayƒ.

Bhakti Stephan Onggo, Levent Yilmaz, Franziska Klügl, Takao Terano, Charles M. Macal

Proceedings of the 2019 Winter Simulation Conference, 2019

2018

Extreme-Scale Dynamic Exploration of a Distributed Agent-Based Model With the EMEWS Framework.

Jonathan Ozik, Nicholson T. Collier, Justin M. Wozniak, Charles M. Macal, Gary An

IEEE Trans. Comput. Soc. Syst., 2018

High-throughput cancer hypothesis testing with an integrated PhysiCell-EMEWS workflow.

Jonathan Ozik, Nicholson T. Collier, Justin M. Wozniak, Charles M. Macal, Chase Cockrell, Samuel H. Friedman, Ahmadreza Ghaffarizadeh, Randy W. Heiland, Gary An, Paul Macklin

BMC Bioinform., 2018

Chisim: an Agent-based simulation Model of Social Interactions in a Large Urban Area.

Charles M. Macal, Nicholson T. Collier, Jonathan Ozik, Eric R. Tatara, John T. Murphy

Proceedings of the 2018 Winter Simulation Conference, 2018

Tutorial on Agent-based Modeling and simulation: ABM Design for the Zombie apocalypse.

Charles M. Macal

Proceedings of the 2018 Winter Simulation Conference, 2018

Modeling an Information-based Community Health Intervention on the South Side of Chicago.

Chaitanya Kaligotla, Jonathan Ozik, Nicholson T. Collier, Charles M. Macal, Stacy T. Lindau, Emily Abramsohn, Elbert S. Huang

Proceedings of the 2018 Winter Simulation Conference, 2018

A generalized Agent based Framework for Modeling a Blockchain System.

Chaitanya Kaligotla, Charles M. Macal

Proceedings of the 2018 Winter Simulation Conference, 2018

2017

Endogenous Social Networks from Large-Scale Agent-Based Models.

Eric Tatara, Nicholson T. Collier, Jonathan Ozik, Charles M. Macal

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

Everything you need to know about agent-based modelling and simulation.

Charles M. Macal

J. Simulation, 2016

A primer for hybrid modeling and simulation.

Ignacio J. Martinez-Moyano, Charles M. Macal

Proceedings of the Winter Simulation Conference, 2016

Simulation: The past 10 years and the next 10 years.

Russell C. H. Cheng, Charles M. Macal, Barry S. Nelson, Markus Rabe, Christine S. M. Currie, John W. Fowler, Loo Hay Lee

Proceedings of the Winter Simulation Conference, 2016

2015

Repast Simphony Statecharts.

Jonathan Ozik, Nicholson T. Collier, Todd Combs, Charles M. Macal, Michael J. North

J. Artif. Soc. Soc. Simul., 2015

Simulating agricultural land rental markets by combining agent-based models with traditional economics concepts: The case of the Argentine Pampas.

Federico E. Bert, Michael J. North, Santiago L. Rovere, Eric Tatara, Charles M. Macal, Guillermo P. Podestá

Environ. Model. Softw., 2015

Do we need a national research agenda for modeling and simulation?

Andreas Tolk, Osman Balci, C. Donald Combs, Richard Fujimoto, Charles M. Macal, Barry L. Nelson, Phil Zimmerman

Proceedings of the 2015 Winter Simulation Conference, 2015

Integrated modeling of conflict and energy.

Michael J. North, John T. Murphy, Pam Sydelko, Ignacio J. Martinez-Moyano, David L. Sallach, Charles M. Macal

Proceedings of the 2015 Winter Simulation Conference, 2015

Large-Scale Agent-Based Modeling with Repast HPC: A Case Study in Parallelizing an Agent-Based Model.

Nicholson T. Collier, Jonathan Ozik, Charles M. Macal

Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014

Product and process patterns for agent-based modelling and simulation.

Michael J. North, Charles M. Macal

J. Simulation, 2014

Agent-based modeling of electric power markets.

Charles M. Macal, Prakash Thimmapuram, Vladimir Koritarov, Guenter Conzelmann, Thomas Veselka, Michael J. North, Matthew Mahalik, Audun Botterud, Richard Cirillo

Proceedings of the 2014 Winter Simulation Conference, 2014

Adaptive Simulation with Repast Simphony and Swift.

Jonathan Ozik, Michael Wilde, Nicholson T. Collier, Charles M. Macal

Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014

Modeling Solar PV Adoption: A Social-Behavioral Agent-Based Framework.

Charles M. Macal, Diane J. Graziano, Jonathan Ozik

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Successful approaches for teaching agent-based simulation.

Charles M. Macal, Michael J. North

J. Simulation, 2013

Complex adaptive systems modeling with Repast Simphony.

Michael J. North, Nicholson T. Collier, Jonathan Ozik, Eric R. Tatara, Charles M. Macal, Mark J. Bragen, Pam Sydelko

Complex Adapt. Syst. Model., 2013

Modeling and simulation grand challenges: An OR/MS perspective.

Simon J. E. Taylor, Stephen E. Chick, Charles M. Macal, Sally C. Brailsford, Pierre L'Ecuyer, Barry L. Nelson

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Exploring feedback and endogeneity in agent-based models.

Ignacio J. Martinez-Moyano, Charles M. Macal

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012

Modeling the spread of community-associated MRSA.

Charles M. Macal, Michael J. North, Nicholson T. Collier, Vanja M. Dukic, Diane S. Lauderdale, Michael Z. David, Robert S. Daum, Philip Shumm, James A. Evans, Jocelyn R. Wilder, Duane T. Wegener

Proceedings of the Winter Simulation Conference, 2012

2011

Product design patterns for agent-based modeling.

Michael J. North, Charles M. Macal

Proceedings of the Winter Simulation Conference 2011, 2011

Introductory tutorial: agent-based modeling and simulation.

Charles M. Macal, Michael J. North

Proceedings of the Winter Simulation Conference 2011, 2011

Cross-paradigm simulation modeling: challenges and successes.

Susan K. Heath, Arnold H. Buss, Sally C. Brailsford, Charles M. Macal

Proceedings of the Winter Simulation Conference 2011, 2011

2010

Discrete-event simulation is dead, long live agent-based simulation!

Peer-Olaf Siebers, Charles M. Macal, Jeremy Garnett, D. Buxton, Michael Pidd

J. Simulation, 2010

Tutorial on agent-based modelling and simulation.

Charles M. Macal, Michael J. North

J. Simulation, 2010

Multiscale agent-based consumer market modeling.

Michael J. North, Charles M. Macal, James St. Aubin, Prakash Thimmapuram, Mark J. Bragen, June Hahn, James Karr, Nancy Brigham, Mark E. Lacy, Delaine Hampton

Complex., 2010

Toward teaching agent-based simulation.

Charles M. Macal, Michael J. North

Proceedings of the 2010 Winter Simulation Conference, 2010

To agent-based simulation from System Dynamics.

Charles M. Macal

Proceedings of the 2010 Winter Simulation Conference, 2010

Agent-based simulation tutorial - simulation of emergent behavior and differences between agent-based simulation and discrete-event simulation.

Wai Kin (Victor) Chan, Young-Jun Son, Charles M. Macal

Proceedings of the 2010 Winter Simulation Conference, 2010

2009

Agent Based Modeling and Computer Languages.

Michael J. North, Charles M. Macal

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Agent Based Modeling and Artificial Life.

Charles M. Macal

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Agent-based modelling and systems dynamics model reproduction.

Michael J. North, Charles M. Macal

Int. J. Simul. Process. Model., 2009

Reinforcement Learning in Supply Chains.

Annapurna Valluri, Michael J. North, Charles M. Macal

Int. J. Neural Syst., 2009

Agent-based Modeling and Simulation.

Charles M. Macal, Michael J. North

Proceedings of the 2009 Winter Simulation Conference, 2009

2008

Modeling Dynamic Multiscale Social Processes in Agent-Based Models.

Jonathan Ozik, David L. Sallach, Charles M. Macal

IEEE Intell. Syst., 2008

Agent-based modeling and simulation: ABMS examples.

Charles M. Macal, Michael J. North

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007

Agent-based modeling and simulation: desktop ABMS.

Charles M. Macal, Michael J. North

Proceedings of the Winter Simulation Conference, 2007

2006

Tutorial on agent-based modeling and simulation part 2: how to model with agents.

Charles M. Macal, Michael J. North

Proceedings of the Winter Simulation Conference WSC 2006, 2006

2005

Oh behave! Agent-based behavioral representations in problem solving environments.

Michael J. North, Charles M. Macal, Peter Campbell

Future Gener. Comput. Syst., 2005

AgentCell: a digital single-cell assay for bacterial chemotaxis.

Thierry Emonet, Charles M. Macal, Michael J. North, Charles E. Wickersham, Philippe Cluzel

Bioinform., 2005

Tutorial on agent-based modeling and simulation.

Charles M. Macal, Michael J. North

Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004

Spatio-temporal animation of army logistics simulations, facilitating analysis of military deployments.

Richard J. Love, William Horsthemke, Charles M. Macal, Charles Van Groningen

Proceedings of the Visual Information Processing XIII, Orlando, FL, USA, April 12, 2004, 2004

2003

Oh Behave! Agents-Based Behavioral Representations in Problem Solving Environments.

Michael J. North, Charles M. Macal, Peter Campbell

Proceedings of the Computational Science - ICCS 2003, 2003

2001

Simulation and Visualization.

Charles M. Macal

Simul., 2001

1998

Simulation, Animation and Visualization of Seaport Operations.

Michael R. Nevins, Charles M. Macal, Richard J. Love, Mark J. Bragen

Simul., 1998

A Discrete-Event Simulation Model for Seaport Operations.

Michael R. Nevins, Charles M. Macal, Joseph C. Joines

Simul., 1998

1997

Dependence of bilevel mathematical programs on irrelevant constraints.

Charles M. Macal, Arthur P. Hurter

Comput. Oper. Res., 1997

1977

A simulation model of the primary health care system of Indiana.

Charles R. Standridge, Charles M. Macal, A. Alan B. Pritsker, Harry Delcher, Raymond Murray

Proceedings of the 9th conference on Winter simulation, 1977