A Large Deviation Theory Approach to Rogue Waves Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisGeosciences and Math of Planet Earth Tobias Grafke used experimental data and instanton theory to model rogue waves as extreme events at CSE21.
Natural Language Processing Techniques Improve Suicide Prevention in Veterans Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical Analysis At CSE21, Silvia Crivelli used natural language processing techniques to help doctors identify Veterans who are at risk for suicide.
Modeling the Universe with Deep Learning Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical Analysis Deep learning models of the universe could help to solve fundamental and persistent questions in cosmology.
Moving Towards True Autonomy in Robots Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisData Science Trustworthy safety-critical autonomy in robotic systems will require true understanding of the surrounding environment.
Structure-based Drug Discovery and Ensemble Docking for SARS-COV-2 Proteins Get InvolvedConferencesResearchInsightsCommentarysiam.org FeedsComputational Science & Numerical AnalysisLife Sciences At CSE21, Jeremy Smith discussed his efforts to develop a supercomputer-driven pipeline for in-silico COVID-19 drug discovery.
Principles and Trends in Mathematical Imaging ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science Effectively coping with different imaging applications requires tools from diverse fields of mathematics.
Plug-and-Play: A General Approach for the Fusion of Sensor and Machine Learning Models ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisImaging Science Plug-and-play is a framework that incorporates modern black-box operators into regularized inversion problems.
A Denoiser Can Do Much More than Just Clean Noise ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science Researchers are leveraging denoising algorithms to solve other, far more challenging inverse problems.
Optimal Transport for Generative Neural Networks ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging ScienceOptimization The theory of optimal transport can solve problems in the unsupervised generation of text, images, and videos.
Deep Learning in Scientific Computing: Understanding the Instability Mystery ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisImaging Science Inverse problems help to explain why deep learning implementations sometimes become unstable.
A Deeper Way to Practice Deep Learning Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science The 2020 SIAM Conference on Imaging Science offered snapshots of deep learning’s impact across imaging domains.
A Western Sunrise ResearchInsightsCommentarySIAM Newssiam.org FeedsClassical Applied Mathematics Mark Levi introduces a scenario in which a planet's sun sets in the west as normal, then rises in the west once more.
New Bridges Between Deep Learning and Partial Differential Equations Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisAnalysis and Partial Differential Equations In recent years, exciting work at the interface of data-driven and model-based approaches has blended both paradigms.
Cryptocurrencies, Mining, and Mean Field Games Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsFinancial Mathematics and Engineering The interactions of Bitcoin miners and consequent evolution of wealth inequality comprise a fascinating problem.
xSDK: Building an Ecosystem of Highly Efficient Math Libraries for Exascale ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical Analysis The Extreme-scale Scientific Software Development Kit enables collaboration among many teams of developers.
June 10 - June 12 , 2024 : International Conference On Preconditioning Techniques For Scientific and Industrial Applications