https://www.siam.org/rss-feed/siam-news/issue-archive/volume-54-number-02-march-2021SIAM News Rss Issue Archive Feeden-USCopyright 2026Mon, 22 Jun 2026 00:13:17 Zhttps://www.siam.org/publications/siam-news/articles/a-deeper-way-to-practice-deep-learning/https://www.siam.org/publications/siam-news/articles/a-deeper-way-to-practice-deep-learning/The 2020 SIAM Conference on Imaging Science offered snapshots of deep learning’s impact across imaging domains.Mon, 01 Mar 2021 13:00:00 ZStacey Levine, Michael Eladhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/a-denoiser-can-do-much-more-than-just-clean-noise/https://www.siam.org/publications/siam-news/articles/a-denoiser-can-do-much-more-than-just-clean-noise/Researchers are leveraging denoising algorithms to solve other, far more challenging inverse problems.Mon, 01 Mar 2021 13:00:00 ZYaniv Romano, Michael Elad, Peyman Milanfarhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/a-western-sunrise/https://www.siam.org/publications/siam-news/articles/a-western-sunrise/Mark Levi introduces a scenario in which a planet's sun sets in the west as normal, then rises in the west once more.Mon, 01 Mar 2021 13:00:00 ZMark Levihttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/deep-learning-in-scientific-computing-understanding-the-instability-mystery/https://www.siam.org/publications/siam-news/articles/deep-learning-in-scientific-computing-understanding-the-instability-mystery/Inverse problems help to explain why deep learning implementations sometimes become unstable.Mon, 01 Mar 2021 13:00:00 ZVegard Antun, Nina M. Gottschling, Anders C. Hansen, Ben Adcockhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/exploring-symmetry-in-chaos/https://www.siam.org/publications/siam-news/articles/exploring-symmetry-in-chaos/"Symmetry in Chaos" illustrates the interactions between classical symmetry and chaotic dynamical systems.Mon, 01 Mar 2021 13:00:00 ZMichael Field, Martin Golubitskyhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/jim-simons-road-from-mathematics-to-market-maven/https://www.siam.org/publications/siam-news/articles/jim-simons-road-from-mathematics-to-market-maven/James Case reviews "The Man Who Solved the Market" by Gregory Zuckerman, which profiles Jim Simons.Mon, 01 Mar 2021 13:00:00 ZJames Casehttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/obituary-stanley-c-eisenstat/https://www.siam.org/publications/siam-news/articles/obituary-stanley-c-eisenstat/Stanley C. Eisenstat, an internationally renowned computational mathematician, passed away on December 17, 2020.Mon, 01 Mar 2021 13:00:00 ZHoward Elman, Avi Silberschatzhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/optimal-transport-for-generative-neural-networks/https://www.siam.org/publications/siam-news/articles/optimal-transport-for-generative-neural-networks/The theory of optimal transport can solve problems in the unsupervised generation of text, images, and videos.Mon, 01 Mar 2021 13:00:00 ZGabriel Peyréhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/plug-and-play-a-general-approach-for-the-fusion-of-sensor-and-machine-learning-models/https://www.siam.org/publications/siam-news/articles/plug-and-play-a-general-approach-for-the-fusion-of-sensor-and-machine-learning-models/Plug-and-play is a framework that incorporates modern black-box operators into regularized inversion problems.Mon, 01 Mar 2021 13:00:00 ZCharles A. Bouman, Gregery T. Buzzard, Brendt Wohlberghttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/principles-and-trends-in-mathematical-imaging/https://www.siam.org/publications/siam-news/articles/principles-and-trends-in-mathematical-imaging/Effectively coping with different imaging applications requires tools from diverse fields of mathematics.Mon, 01 Mar 2021 13:00:00 ZCarola-Bibiane Schönlieb, Hongkai Zhao, Gabriele Steidl, Michael B. Wakinhttp://purl.org/dc/elements/1.1/https://www.siam.org/publications/siam-news/articles/transitioning-from-academia-to-the-healthcare-industry/https://www.siam.org/publications/siam-news/articles/transitioning-from-academia-to-the-healthcare-industry/Anuj Mubayi discusses the importance of embracing interdisciplinary practical thinking during a career change.Mon, 01 Mar 2021 13:00:00 ZAnuj Mubayihttp://purl.org/dc/elements/1.1/