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    Surface Science and Heterogeneous Catalysis by G.A. Somorjai

    Published 1981-01-01
    “… Surface Science has been increasingly utilized in recent years to explore the molecular details of heterogeneous catalytic processes. …”
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    New directions in mapping the Earth’s surface with citizen science and generative AI by Linda See, Qingqing Chen, Andrew Crooks, Juan Carlos Laso Bayas, Dilek Fraisl, Steffen Fritz, Ivelina Georgieva, Gerid Hager, Martin Hofer, Myroslava Lesiv, Žiga Malek, Milutin Milenković, Inian Moorthy, Fernando Orduña-Cabrera, Katya Pérez-Guzmán, Dmitry Schepaschenko, Maria Shchepashchenko, Jan Steinhauser, Ian McCallum

    Published 2025-03-01
    “…Summary: As more satellite imagery has become openly available, efforts in mapping the Earth’s surface have accelerated. Yet the accuracy of these maps is still limited by the lack of in situ data needed to train machine learning algorithms. …”
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    Machine learning and data-driven methods in computational surface and interface science by Lukas Hörmann, Wojciech G. Stark, Reinhard J. Maurer

    Published 2025-07-01
    “…Abstract Machine learning and data-driven methods have started to transform the study of surfaces and interfaces. Here, we review how data-driven methods and machine learning approaches complement simulation workflows and contribute towards tackling grand challenges in computational surface science from 2D materials to interface engineering and electrocatalysis. …”
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    Surface velocities and calving flux of the Academy of Sciences Ice Cap, Severnaya Zemlya by P. Sánchez-Gámez, F. J. Navarro, J. A. Dowdeswell, E. De Andrés

    Published 2020-04-01
    “…We have determined the ice-surface velocities of the Academy of Sciences Ice Cap, Severnaya Zemlya, Russian Arctic, during the period November 2016 – November 2017, using intensity offset-tracking of Sentinel-1 synthetic-aperture radar images. …”
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    In situ, Surface-deployed Distributed Instruments for Planetary Science: Scientific Opportunities and Technology Feasibility by Federico Rossi, Robert C. Anderson, Saptarshi Bandyopadhyay, Erik Brandon, Ashish Goel, Joshua Vander Hook, Michael Mischna, Michaela Villarreal, Mark Wronkiewicz

    Published 2025-01-01
    “…To address this question, we survey high-priority planetary science questions that are uniquely well suited to distributed, surface-deployed, in situ instruments. …”
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    Surface-elevation changes and mass balance of the Academy of Sciences Ice Cap, Severnaya Zemlya by F. J. Navarro, P. Sánchez-Gámez, A. F. Glazovsky, C. Recio-Blitz

    Published 2020-04-01
    “…We have determined the surface-elevation change rates of the Academy of Sciences Ice Cap, Severnaya Zemlya, Russian Arctic, for two different periods: 2004–2016 and 2012/2013–2016. …”
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