Mathematical Models of Mycorrhizal Mutualisms ResearchInsightsCommentaryBlogsiam.org FeedsGeosciences and Math of Planet EarthLife Sciences A new plant mutualism model captures conditions for context dependence and incorporates a mutualist and pathogen with similar life histories.
Learning Oscillatory Navier-Stokes Flows and Causal Linear Operators with Deep Neural Network Algorithms ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceLinear AlgebraAnalysis and Partial Differential Equations Neural networks address nonlinear problems with highly oscillatory solutions and approximate operators of causal physical systems.
Evaluating the Effectiveness of Mitigation Policies Against Disinformation ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear Waves Mathematical models tested the effectiveness of various mitigation strategies to combat disinformation in a repeatable way.
Data in the Intensive Care Unit Can Advance Critical Healthcare ResearchInsightsCommentarysiam.org FeedsData ScienceDynamical Systems, Nonlinear WavesLife Sciences Extracting key information from physiological time series data in critical care settings can enable lifesaving advances.
Mathematics-assisted Directed Evolution and Protein Engineering ResearchInsightsCommentarysiam.org FeedsApplied GeometryLife Sciences Artificial intelligence-assisted directed evolution is an effective tool for exploring the protein fitness landscape.