Advancing Wind Energy Forecasts with Continuous Generative Representations ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceDiscrete Mathematics and Theoretical Computer ScienceDynamical Systems, Nonlinear WavesGeosciences and Math of Planet EarthOptimization Continuous generative representations have the potential to improve wind data resolution and enhance renewable energy forecasts.
Self-assembly and Particle Aggregation in Stratified Fluids ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear WavesMathematical Aspects of Materials ScienceAnalysis and Partial Differential Equations Under certain conditions, small-scale particulates can slowly form aggregates without external random flows or adhesion.
Untangling Topology with California Blackworms ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryLife SciencesMathematical Aspects of Materials Science Experimental measurements of California blackworm tangles serve as the basis for a mathematical model.
Astroids Under Water ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryClassical Applied Mathematics As an observer's eye moves, the image of a pebble at the bottom of a clear lake also moves along a stretched astroid.
Deep Learning for Digital Pathology: Detecting Skin Diseases with Normalizing Flows ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceImaging ScienceLife Sciences Deep learning can assist in the diagnosis of skin diseases by defining changes in the skin as out-of-distribution samples.
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.
Dynamical Systems Modeling in Fisheries Management: Keeping It Simple ResearchInsightsCommentarysiam.org FeedsDynamical Systems, Nonlinear WavesGeosciences and Math of Planet EarthLife SciencesOptimization At DS23, Matthew Holden described several models for fisheries management with varying levels of complexity.
An Introduction to Game Theory with Engineering Applications Happening NowPrograms and PublicationsResearchInsightsCommentarySIAM Newssiam.org FeedsEducationControl and Systems TheoryDynamical Systems, Nonlinear WavesFinancial Mathematics and EngineeringOptimization Game Theory with Engineering Applications explores the physical intuition of game theory and analyzes design techniques.
A New Computational Method for Nonlinear Filtering ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisControl and Systems TheoryDynamical Systems, Nonlinear WavesOptimization A new method employs deep filtering with adaptive learning rates to solve computational nonlinear filtering problems.
Neural Networks May Provide Warnings Ahead of Deadly Heat Waves ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear WavesGeosciences and Math of Planet Earth A framework draws on climate models and utilizes neural networks to identify the signs of future heat waves.
Updated Equation for FDA Guidance Improves the Accuracy of Drug Interaction Predictions Happening NowScience PolicyResearchInsightsCommentarysiam.org FeedsLife Sciences Accurately predicting the clearance rate in the presence of drug-drug interaction is critical during drug development.