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.
Reflections on March Mathness ResearchInsightsCommentaryCareersStudents and EducationProfessional DevelopmentSIAM Newssiam.org FeedsEducationApplied Mathematics EducationData ScienceLinear AlgebraAnalysis and Partial Differential Equations Tim Chartier comments on the mathematics of bracketology and opportunities for outreach during March Madness.
Conformal Deformation of Conductors ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryClassical Applied Mathematics A simple observation on an electrically conducting lamina with constant resistivity has implications for conformal maps.
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.
Flight at Low Reynolds Numbers: The Aerodynamics of Tiny Insects ResearchInsightsCommentarysiam.org FeedsDynamical Systems, Nonlinear WavesLife Sciences A study investigates the effects of bristles and wing flexibility on the hovering flight performance of tiny insects.
Next-generation FFT Algorithms in Theory and Practice at CSE23: Parallel Implementations and Applications Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisDiscrete Mathematics and Theoretical Computer Science An international minisymposium at CSE23 explored advancements in fast Fourier transform algorithms and their implementations.
Optimal Path Planning of a Multi-tube Bent Cannula for Deep Brain Surgery ResearchInsightsCommentaryBlogsiam.org FeedsComputational Science & Numerical AnalysisLife SciencesOptimization At CSE23, Matthias Hoffmann relied on iterative learning control to utilize bent cannulae for deep brain neurosurgery.
Mathematical Model Characterizes Crisis Patterns in Bipolar Disorder ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisLife Sciences At CSE23, Yury A. Jimenez Agudelo utilized a math model to characterize bipolar disorder and detect crises patterns in patients.
Deep Learning Techniques Improve Prediction of Severe Thunderstorm Events ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData ScienceGeosciences and Math of Planet Earth Sabrina Guastavino used deep learning and radar data to predict severe thunderstorm events before they occur at CSE23.
Numerical Simulation of Permafrost Thermal Dynamics in Alaskan Lake-Soil Systems ResearchInsightsCommentaryBlogsiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth At CSE23, Svetlana Tokareva used a numerical model to simulate conditions that trigger permafrost thaw on Arctic lakes.
Characterizing Musical Sounds with Topological Data Analysis ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryAnalysis and Partial Differential Equations A spectral geometry question wonders whether one can infer the shape of a drum based on the sound that it produces.