Discrete Element Simulations of Sea Ice Dynamics in Nares Strait ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisDiscrete Mathematics and Theoretical Computer ScienceDynamical Systems, Nonlinear WavesGeosciences and Math of Planet Earth Particle-based methods like the discrete element method provide a way to model discrete pieces of sea ice.
Scenario-based CVaR Approach to Strategic Decision Support in One-way Station-based Carsharing Systems ResearchInsightsCommentarysiam.org FeedsOptimization A nonlinear programming model maximizes the return and minimizes the risk for a one-way carsharing system.
Deep Learning-Augmented Data Assimilation for Next-Generation Predictive Models ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceDynamical Systems, Nonlinear WavesGeosciences and Math of Planet Earth The power of deep learning-based, data-driven surrogates can enhance ensemble-based data assimilation methods.
On Neural Network Accuracy and Validation ResearchInsightsCommentaryBlogsiam.org FeedsComputational Science & Numerical Analysis Deep learning’s “accuracy” is a random metric. Jonathan Barzilai tells us more in a follow-up to his previous article.
Deeply Interactive Learning Systems ResearchInsightsCommentaryBlogsiam.org FeedsControl and Systems TheoryDynamical Systems, Nonlinear Waves Category theory combines the strengths of DNNs and interacting dynamical systems with fixed wiring into a single, more general framework.