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.
Color Image-driven Deep Autoencoders Predict Atmospheric Pollutant Patterns ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear WavesGeosciences and Math of Planet EarthImaging Science Powerful new machine learning algorithms can predict spatial patterns that are influenced by wind-driven dynamics.
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.
Mechanical Models of Plant Growth ResearchInsightsCommentarysiam.org FeedsLife SciencesMathematical Aspects of Materials Science A deeper understanding of plant growth mechanics can help improve crop resilience and accelerate sustainable development.