Improving Earth System Predictability with Artificial Intelligence Happening NowScience PolicyResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth Machine learning and artificial intelligence are currently impacting Earth system models in a number of ways.
Rapid Prototyping with Julia: From Mathematics to Fast Code ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisOptimization The Julia programming language can enable effective collaboration between software engineers and mathematicians.
Right Results via Wrong Arguments and Wrong Results via Right Arguments ResearchInsightsCommentarySIAM Newssiam.org FeedsClassical Applied Mathematics Mark Levi reveals a mistake that can occur in calculations for the adiabatic invariance of the pendulum.
Greener Cellular Networks Toward Smart Cities ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisControl and Systems TheoryGeosciences and Math of Planet Earth Artificial intelligence can help save energy in a cellular network by selecting which base stations to switch off.
Preventing Internet Fraud with Quantum Physics ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisFinancial Mathematics and Engineering The idea of quantum position verification is to use a party's location to establish trust while preventing malicious attacks.
What Can We Learn from Sensitivity Analysis of One-dimensional Chaos? ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisControl and Systems TheoryDynamical Systems, Nonlinear WavesGeosciences and Math of Planet Earth Large and abrupt changes in the Earth's climate may be caused by small perturbations to certain control parameters.
Augmenting the Capabilities of Human Decision-makers with Human and Artificial Intelligence Complementarity ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisImaging Science In the notion of complementarity, the strengths of machine learning models complement those of humans.
Large-scale PDE-constrained Optimization for Ice Sheet Model Initialization ResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet EarthOptimizationAnalysis and Partial Differential Equations Initialization is a critical step in ice sheet modeling that involves estimating fields like basal friction and bed topography.
Communities in Data ResearchInsightsCommentarysiam.org FeedsData ScienceLife Sciences A depth-outward perspective reveals structure in data by leveraging probability and the understanding of social ideas.
Dynamics-based Machine Learning for Nonlinearizable Phenomena ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisDynamical Systems, Nonlinear Waves Dynamics-based machine learning learns models directly from phase space structures that are inferred from data.
Can Science Speak Truth to Power? Happening NowScience PolicyResearchInsightsCommentarySIAM News It doesn’t take a virus to reveal the presence of fissures in a world where people perform both science and public policy.
A Mathematical Model to Analyze Shrinking Surface Water Bodies ResearchInsightsCommentarysiam.org FeedsGeosciences and Math of Planet Earth Remotely sensed data helps examine urbanization’s impact on surface water loss across the contiguous U.S.
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.
June 10 - June 12 , 2024 : International Conference On Preconditioning Techniques For Scientific and Industrial Applications