Multi-agent Simulations and Vaccine Allocation Strategies ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisData ScienceLife Sciences A data-driven artificial intelligence approach supports ongoing COVID-19 pandemic response efforts in real time.
Designing Responses to the COVID-19 Outbreak: From Simulation to Optimization ResearchInsightsCommentarysiam.org FeedsControl and Systems TheoryLife SciencesOptimization The scientific community’s response to the COVID-19 pandemic has involved many tools from applied math and optimization.
Weakly Coupled Dynamic Programs, Fluid Limits, and COVID-19: How Optimization Can Help Inform Policymaking ResearchInsightsCommentarysiam.org FeedsData ScienceDynamical Systems, Nonlinear WavesLife SciencesOptimization A national scheme could combine data analysis and optimization to prioritize treatment for hospital patients.
COVID-19: A Data-driven Mean-field-type Game Theory Perspective ResearchInsightsCommentarysiam.org FeedsLife Sciences Data-driven mean-field-type game theory can model interactions with multiple types of decision-makers for COVID-19.
High-Performance Computing and Artificial Intelligence Approaches to COVID-19 Therapeutics ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceLife Sciences A novel approach identifies small molecules as potential leads for the development of effective antiviral therapeutics.