Knowing What to Know in Stochastic Optimization ResearchInsightsCommentarySIAM Newssiam.org FeedsData Science Katya Scheinberg describes novel continuous optimization algorithms, which lie at the core of most foundational data science topics.
Deep Learning Methods Improve Microfossil Segmentation and Analysis Get InvolvedConferencesResearchInsightssiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth Amine Kerkeni utilized volumetric deep learning to detect, segment, and classify microfossils in 3D micro-CT scans at CSE19.
Machine Learning Techniques Advance Suicide Prevention Strategies Get InvolvedConferencesResearchInsightssiam.org FeedsComputational Science & Numerical AnalysisData Science Xinlian Liu combined machine learning techniques with MIMIC-III data to suggest best-practice strategies for suicide prevention at CSE19.
Convolutional Neural Networks Identify Illness from Facial Photographs Get InvolvedConferencesResearchInsightssiam.org FeedsComputational Science & Numerical AnalysisImaging Science At CSE19, Altansuren Tumurbaatar presented a mobile disease surveillance tool that uses CNNs to identify sick faces from a single image.
Modeling Modern Plate Tectonics with Three-Dimensional Virtual Reality Simulations Get InvolvedConferencesResearchInsightssiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth At CSE19, Margarete Jadamec applied high-performance computing and three-dimensional virtual reality to subduction activity in Earth's lithosphere.