Convergence of Artificial Intelligence, High-performance Computing, and Simulations ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet EarthAnalysis and Partial Differential Equations Can artificial intelligence methods augment or entirely replace brute-force calculations to obtain significant speedups?
Artificial Intelligence Maps Environmental Variables by Their Relationships with the Landscape ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth Artificial intelligence has enabled the incorporation of more sources of information into environmental mapping.
Ab Initio Simulation of Light-matter Interaction on the Fugaku Supercomputer ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisMathematical Aspects of Materials Science New computational approaches describe light-matter interaction at the atomic scale based on first principles.
Do You Trust Your Speech Recognition System? ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical Analysis Numerous challenges accompany the generation of inaudible adversarial perturbations in the audio domain.
Proving Existence Is Not Enough: Mathematical Paradoxes Unravel the Limits of Neural Networks in Artificial Intelligence ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDiscrete Mathematics and Theoretical Computer ScienceLife Sciences Why does deep learning lead to unstable methods, even when we can prove that stable and accurate neural networks exist?
Building a Mathematical Toolbox for Biological Network Analysis ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryData ScienceDiscrete Mathematics and Theoretical Computer ScienceLife Sciences Analysis of biological networks can yield powerful insights into important problems in functional genomics.
Protecting Privacy with Synthetic Data ResearchInsightsCommentarySIAM Newssiam.org FeedsData Science Researchers must balance publishing enough data to verify their conclusions with protecting participant privacy.
The Rational Krylov Toolbox: Nonlinear Rational Approximation ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDiscrete Mathematics and Theoretical Computer Science The RKFIT method for nonlinear rational approximation is a core algorithm in the MATLAB Rational Krylov Toolbox.
Spinning Tops in Spinning Frames ResearchInsightsCommentarySIAM Newssiam.org FeedsClassical Applied Mathematics Mark Levi describes a point that is lost in standard treatments of the Lagrange top.
Computational Model Sheds Light on Autophagy in Cancer Cells ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisLife Sciences A computational model simulates the effects of pharmacological maneuvers that target key metabolic signaling nodes.
Anatomical Atlas Provides Prior Information on the Human Head for Electrophysiology Applications Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsImaging ScienceLife Sciences At IS22, Fernando Moura presented a statistical anatomical atlas that records the human head’s electrical properties.
Texture in Microscopy Images Provides Insight into Material Processing Conditions Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsImaging ScienceMathematical Aspects of Materials Science Adah Zhang described a framework for estimating material processing conditions based on microscope imaging at IS22.
The London Millennium Footbridge Revisited: Emergent Instability Without Synchronization ResearchInsightsCommentarySIAM Newssiam.org FeedsDynamical Systems, Nonlinear Waves Researchers argue that synchronization in pedestrian footstep timing on a bridge is a consequence of instability.
Biological Near-symmetries Explain the Similarity and Diversity of Life ResearchInsightsCommentarySIAM Newssiam.org FeedsApplied GeometryImaging ScienceLife Sciences Because biological symmetries are not mathematically precise, mathematical biologists must find new ways to express them.
Private Artificial Intelligence: Machine Learning on Encrypted Data ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisData Science Homomorphic encryption has the potential to protect the privacy of sensitive data in machine learning applications.