Scientific Uses of Automatic Differentiation ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear WavesMathematical Aspects of Materials ScienceOptimizationAnalysis and Partial Differential EquationsClassical Applied Mathematics The widespread, open-source deployment of effective software tools for automatic differentiation presents new opportunities.
Performance of a Helical Microswimmer Traversing a Discrete Viscoelastic Network with Dynamic Remodeling ResearchInsightsCommentarysiam.org FeedsDiscrete Mathematics and Theoretical Computer ScienceDynamical Systems, Nonlinear WavesLife SciencesMathematical Aspects of Materials Science Modeling explores the fluid dynamic interactions between a microswimmer and a grid that represents a viscoelastic network.
Mathematically Modeling the Dynamics of COVID-19 and Domestic Violence During Lockdown ResearchInsightsCommentarysiam.org FeedsDynamical Systems, Nonlinear WavesLife Sciences An expanded compartmental model describes COVID-19 and domestic violence interactions across multiple lockdown periods.
Convergence of Artificial Intelligence, High-performance Computing, and Simulations ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet EarthAnalysis and Partial Differential Equations Can artificial intelligence methods augment or entirely replace brute-force calculations to obtain significant speedups?
Building a Mathematical Toolbox for Biological Network Analysis ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryData ScienceDiscrete Mathematics and Theoretical Computer ScienceLife Sciences Analysis of biological networks can yield powerful insights into important problems in functional genomics.