A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
Mehrab Z, Stundal L, Venkatramanan S, Swarup S, Lewis B, Mortveit H, Barrett C, Pandey A, Wells C, Galvani A, Singer B, Moghadas S, Leblang D, Colwell R, Marathe M. A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration. Proceedings Of The AAAI Conference On Artificial Intelligence 2024, 38: 23027-23033. DOI: 10.1609/aaai.v38i21.30345.Peer-Reviewed Original ResearchAgent-based frameworkForced migrationGraph dynamical systemsPolicy implicationsConflict-induced migrationLarge-scale population displacementMigration outflowPolicy challengesComputational frameworkSpatial granularityPopulation displacementSocial theoryConflict settingsRussian forcesModeling frameworkCivilian populationSocial sciencesPolicyAn agent-based framework to study forced migration: A case study of Ukraine
Mehrab Z, Stundal L, Venkatramanan S, Swarup S, Lewis B, Mortveit H, Barrett C, Pandey A, Wells C, Galvani A, Singer B, Leblang D, Colwell R, Marathe M. An agent-based framework to study forced migration: A case study of Ukraine. PNAS Nexus 2024, 3: pgae080. PMID: 38505694, PMCID: PMC10949908, DOI: 10.1093/pnasnexus/pgae080.Peer-Reviewed Original ResearchForced migrationOutflow of migrantsCase study of UkraineStudy of UkraineDeliver humanitarian assistanceMigration flowsHumanitarian assistanceHumanitarian resourcesPolicy-makersConflict eventsPolicymaker uncertaintyPolicy questionsRussian aggressionCrisis settingsUkraine warConflictPolicyConflict scenariosUkraineCase studyMigrantsMigrationBehavioral theoryWarCrisis