Rare Event Sampling for the Earth and Planetary Sciences ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceGeosciences and Math of Planet Earth A computational approach uses “survival of the fittest” to steer simulations toward the exhibition of extreme events.
Optimization in Machine Learning and Data Science ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisData ScienceOptimization Optimization plays a central role in machine learning by providing tools that formulate and solve computational problems.
Data Assimilation for the Prediction of Fault Slip Behavior in Subduction Zones ResearchInsightsCommentarysiam.org FeedsData ScienceGeosciences and Math of Planet EarthOptimization In pursuit of the ultimate goal to accurately predict earthquakes, a data assimilation system monitors slow fault slips.
New Surrogate Marker of Chronic Kidney Disease Progression and Mortality in Medical-word Virtual Space ResearchInsightsCommentarysiam.org FeedsData ScienceLife Sciences Inherent knowledge in the medical literature is a candidate data source for the pathophysiology of chronic kidney disease.
Identifiability and Sensitivity Analysis for Bayesian Parameter Estimation in Systems Biology ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceDynamical Systems, Nonlinear WavesLife SciencesUncertainty Quantification An ongoing challenge in systems biology is the estimation of model parameters to constrain a model against experimental data.