Samarth Swarup

Orcid: 0000-0003-3615-1663

According to our database1, Samarth Swarup authored at least 94 papers between 2005 and 2024.

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Bibliography

2024
IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Assessing Fairness of Residential Dynamic Pricing for Electricity using Active Learning with Agent-based Simulation.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 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

Strategic Routing and Scheduling for Evacuations.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading.
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
A framework for modeling human behavior in large-scale agent-based epidemic simulations.
Simul., December, 2023

Augmenting the Social Vulnerability Index using an agent-based simulation of Hurricane Harvey.
Comput. Environ. Urban Syst., October, 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

A Machine Learning Framework to Explain Complex Geospatial Simulations: A Climate Change Case Study.
Proceedings of the Winter Simulation Conference, 2023

Active Sensing for Epidemic State Estimation Using ABM-Guided Machine Learning.
Proceedings of the Multi-Agent-Based Simulation XXIV - 24th International Workshop, 2023

Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Optimal and Scalable Evacuation Planning Using Data-driven Agent Based Models.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Evaluating the Utility of High-Resolution Proximity Metrics in Predicting the Spread of COVID-19.
ACM Trans. Spatial Algorithms Syst., 2022

Editorial: Scalable Network Generation & Analysis.
Frontiers Big Data, 2022

High-resolution synthetic residential energy use profiles for the United States.
CoRR, 2022

A Scalable Data-Driven Technique for Joint Evacuation Routing and Scheduling Problems.
CoRR, 2022

Ensembles of Realistic Power Distribution Networks.
CoRR, 2022

BESSIE: A Behavior and Epidemic Simulator for Use With Synthetic Populations.
CoRR, 2022

Stratified Graph Spectra.
CoRR, 2022

A framework for the comparison of agent-based models.
Auton. Agents Multi Agent Syst., 2022

Modular and Extensible Pipelines for Residential Energy Demand Modeling and Simulation.
Proceedings of the Winter Simulation Conference, 2022

Identifying Correlates of Emergent Behaviors in Agent-Based Simulation Models Using Inverse Reinforcement Learning.
Proceedings of the Winter Simulation Conference, 2022

A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Incorporating Fairness in Large-scale Evacuation Planning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Fidelity and diversity metrics for validating hierarchical synthetic data: Application to residential energy demand.
Proceedings of the IEEE International Conference on Big Data, 2022

Data-driven Agent-based Models for Optimal Evacuation of Large Metropolitan Areas for Improved Disaster Planning.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Sim-2APL - A Practical Agent Programming Language for Simulation.
Dataset, December, 2021

Large-scale Data-driven Agent-based Simulation of Covid-19.
Dataset, December, 2021


Quantifying the Effects of Norms on COVID-19 Cases Using an Agent-Based Simulation.
Proceedings of the Multi-Agent-Based Simulation XXII - 22nd International Workshop, 2021

Using Agent-Based Simulation to Investigate Behavioural Interventions in a Pandemic using Mobility Data.
Proceedings of the 1st Workshop on Agent-based Modeling and Policy-Making (AMPM2021) co-located with 34th International Conference on Legal Knowledge and Information Systems (JURIX2021), 2021

PanSim + Sim-2APL: A Framework for Large-Scale Distributed Simulation with Complex Agents.
Proceedings of the Engineering Multi-Agent Systems - 9th International Workshop, 2021

Opportunities and Challenges in Developing COVID-19 Simulation Models: Lessons from Six Funded Projects.
Proceedings of the Annual Modeling and Simulation Conference, 2021

2020
Humans vs. Bots: investigating models of behavior in the iterated Prisoner's dilemma.
Proceedings of the Spring Simulation Conference, 2020

Model Thinking: An Approach for Coping with an Increasingly Complex World.
Proceedings of the Spring Simulation Conference, 2020

Improved Travel Demand Modeling with Synthetic Populations.
Proceedings of the Multi-Agent-Based Simulation XXI - 21st International Workshop, 2020

Creating Realistic Power Distribution Networks using Interdependent Road Infrastructure.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Simulation-based Approach for Large-scale Evacuation Planning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

An Active Learning Method for the Comparison of Agent-based Models.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Live Simulations.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Who goes there? Using an agent-based simulation for tracking population movement.
Proceedings of the 2019 Winter Simulation Conference, 2019

Validating Agent-Based Models of Large Networked Systems.
Proceedings of the 2019 Winter Simulation Conference, 2019

Adequacy: What Makes a Simulation Good Enough?
Proceedings of the 2019 Spring Simulation Conference, 2019

Constructing an Agent Taxonomy from a Simulation Through Topological Data Analysis.
Proceedings of the Multi-Agent-Based Simulation XX - 20th International Workshop, 2019

Generating an Agent Taxonomy Using Topological Data Analysis.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

The Matrix: An Agent-Based Modeling Framework for Data Intensive Simulations.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
An Empirical Assessment of the Complexity and Realism of Synthetic Social Contact Networks.
CoRR, 2018

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

Simulating residential Energy demand in Urban and Rural areas.
Proceedings of the 2018 Winter Simulation Conference, 2018

An Empirical Assessment of the Complexity and Realism of Synthetic Social Contact Networks<sup>*</sup>.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Behavior Model Calibration for Epidemic Simulations.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Designing Incentives to Maximize the Adoption of Rooftop Solar Technology.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

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

Contextual Ranking of Behaviors for Large-scale Multiagent Simulations.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

A Comparison of Targeted Layered Containment Strategies for a Flu Pandemic in Three US Cities.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
A comparison of multiple behavior models in a simulation of the aftermath of an improvised nuclear detonation.
Auton. Agents Multi Agent Syst., 2016

Summarizing Simulation Results Using Causally-Relevant States.
Proceedings of the Multi-Agent Based Simulation XVII - International Workshop, 2016

Integrating Behavior and Microsimulation Models.
Proceedings of the Agent Based Modelling of Urban Systems - First International Workshop, 2016

Simulation Summarization: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2014
Reports on the 2013 AAAI Fall Symposium Series.
AI Mag., 2014

Cover Your Cough! Quantifying the Benefits of a Localized Healthy Behavior Intervention on Flu Epidemics in Washington DC.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014


Comparison and validation of synthetic social contact networks for epidemic modeling.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Computational epidemiology as a challenge domain for multiagent systems.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Reports on the 2012 AAAI Fall Symposium Series.
AI Mag., 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

Modeling the Interaction between Emergency Communications and Behavior in the Aftermath of a Disaster.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Blocking Simple and Complex Contagion by Edge Removal.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A Synthetic Information Approach to Urban-Scale Disaster Modeling.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 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

Organizing Committee.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Addiction Dynamics May Explain the Slow Decline of Smoking Prevalence.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Consensus under Constraints: Modeling the Great English Vowel Shift.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012


Representational Momentum May Explain Aspects of Vowel Shifts.
Proceedings of the Thirteenth International Conference on the Simulation and Synthesis of Living Systems, 2012

Preface.
Proceedings of the Social Networks and Social Contagion, 2012

Modeling the Effects of Transient Populations on Epidemics.
Proceedings of the Social Networks and Social Contagion, 2012

2011
A general-purpose graph dynamical system modeling framework.
Proceedings of the Winter Simulation Conference 2011, 2011

A model of norm emergence and innovation in language change.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Inhibiting the Diffusion of Contagions in Bi-Threshold Systems: Analytical and Experimental Results.
Proceedings of the Complex Adaptive Systems: Energy, 2011

2010
The classification game: combining supervised learning and language evolution.
Connect. Sci., 2010

2009
Computational Epidemiology in a Connected World.
Computer, 2009

The Iterated Classification Game: A New Model of the Cultural Transmission of Language.
Adapt. Behav., 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

The Classification Game: Complexity Regularization through Interaction.
Proceedings of the Coordination, 2009

2007
Artificial Language Evolution on a Dynamical Interaction Network
PhD thesis, 2007

2006
The Role of Anticipation in the Emergence of Language.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

Noisy Preferential Attachment and Language Evolution.
Proceedings of the From Animals to Animats 9, 2006

Symbol Grounding Through Cumulative Learning.
Proceedings of the Symbol Grounding and Beyond, 2006

Learning a common language through an emergent interaction topology.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

Cross-Domain Knowledge Transfer Using Structured Representations.
Proceedings of the Proceedings, 2006

2005
Research Directions for Service-Oriented Multiagent Systems.
IEEE Internet Comput., 2005

An Anticipatory Self-Organized Map for Robust Recognition.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005


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