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Machine Learning Force Fields
Unke, Oliver T, Chmiela, Stefan, Sauceda, Huziel E, Gastegger, Michael, Poltavsky, Igor, Schütt, Kristof T, Tkatchenko, Alexandre, Müller, Klaus-Robert
Published in Chemical reviews (25.08.2021)
Published in Chemical reviews (25.08.2021)
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Journal Article
Machine Learning in Medicine
Rajkomar, Alvin, Dean, Jeffrey, Kohane, Isaac
Published in The New England journal of medicine (04.04.2019)
Published in The New England journal of medicine (04.04.2019)
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Journal Article
Quantum machine learning
Biamonte, Jacob, Wittek, Peter, Pancotti, Nicola, Rebentrost, Patrick, Wiebe, Nathan, Lloyd, Seth
Published in Nature (London) (14.09.2017)
Published in Nature (London) (14.09.2017)
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Journal Article
Machine learning for microbiologists
Asnicar, Francesco, Thomas, Andrew Maltez, Passerini, Andrea, Waldron, Levi, Segata, Nicola
Published in Nature reviews. Microbiology (01.04.2024)
Published in Nature reviews. Microbiology (01.04.2024)
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Journal Article
Physics-informed machine learning
Karniadakis, George Em, Kevrekidis, Ioannis G, Lu, Lu, Perdikaris, Paris, Wang, Sifan, Yang, Liu
Published in Nature reviews physics (01.06.2021)
Published in Nature reviews physics (01.06.2021)
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Journal Article
Implementing Machine Learning in Health Care — Addressing Ethical Challenges
Char, Danton S, Shah, Nigam H, Magnus, David
Published in The New England journal of medicine (15.03.2018)
Published in The New England journal of medicine (15.03.2018)
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Journal Article
Machine learning for combinatorial optimization: A methodological tour d’horizon
Bengio, Yoshua, Lodi, Andrea, Prouvost, Antoine
Published in European journal of operational research (16.04.2021)
Published in European journal of operational research (16.04.2021)
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Journal Article
ilastik: interactive machine learning for (bio)image analysis
Berg, Stuart, Kutra, Dominik, Kroeger, Thorben, Straehle, Christoph N., Kausler, Bernhard X., Haubold, Carsten, Schiegg, Martin, Ales, Janez, Beier, Thorsten, Rudy, Markus, Eren, Kemal, Cervantes, Jaime I, Xu, Buote, Beuttenmueller, Fynn, Wolny, Adrian, Zhang, Chong, Koethe, Ullrich, Hamprecht, Fred A., Kreshuk, Anna
Published in Nature methods (01.12.2019)
Published in Nature methods (01.12.2019)
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Journal Article
Machine learning for nanoplasmonics
Masson, Jean-Francois, Biggins, John S., Ringe, Emilie
Published in Nature nanotechnology (01.02.2023)
Published in Nature nanotechnology (01.02.2023)
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Journal Article
Machine learning for alloys
Hart, Gus L. W., Mueller, Tim, Toher, Cormac, Curtarolo, Stefano
Published in Nature reviews. Materials (01.08.2021)
Published in Nature reviews. Materials (01.08.2021)
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Journal Article