Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Neubert, Marlen"'
Autor:
Zhou, Chen, Neubert, Marlen, Koide, Yuri, Zhang, Yumeng, Vuong, Van-Quan, Schlöder, Tobias, Dehnen, Stefanie, Friederich, Pascal
Constructing datasets representative of the target domain is essential for training effective machine learning models. Active learning (AL) is a promising method that iteratively extends training data to enhance model performance while minimizing dat
Externí odkaz:
http://arxiv.org/abs/2412.00401
Autor:
Reiser, Patrick, Neubert, Marlen, Eberhard, André, Torresi, Luca, Zhou, Chen, Shao, Chen, Metni, Houssam, van Hoesel, Clint, Schopmans, Henrik, Sommer, Timo, Friederich, Pascal
Machine learning plays an increasingly important role in many areas of chemistry and materials science, e.g. to predict materials properties, to accelerate simulations, to design new materials, and to predict synthesis routes of new materials. Graph
Externí odkaz:
http://arxiv.org/abs/2208.09481
Autor:
Reiser P; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Institute of Nanotechnology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany., Neubert M; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany., Eberhard A; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany., Torresi L; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany., Zhou C; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany., Shao C; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Present Address: Institute for Applied Informatics and Formal Description Systems, Karlsruhe Institute of Technology, Kaiserstr. 89, 76133 Karlsruhe, Germany., Metni H; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; ECPM, Université de Strasbourg, 25 Rue Becquerel, 67087 Strasbourg, France., van Hoesel C; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Department of Applied Physics, Eindhoven University of Technology, Groene Loper 19, 5612 AP Eindhoven, The Netherlands., Schopmans H; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Institute of Nanotechnology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany., Sommer T; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Institute for Theory of Condensed Matter, Karlsruhe Institute of Technology, Wolfgang-Gaede-Str. 1, 76131 Karlsruhe, Germany.; Present Address: School of Chemistry, Trinity College Dublin, College Green, Dublin 2, Ireland., Friederich P; Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Am Fasanengarten 5, 76131 Karlsruhe, Germany.; Institute of Nanotechnology, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany.
Publikováno v:
Communications materials [Commun Mater] 2022; Vol. 3 (1), pp. 93. Date of Electronic Publication: 2022 Nov 26.
