Mario Boley

Roadmap on Machine learning in electronic structure

Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt et al. · Electronic Structure · 2022 · 184 citations · Full text

Natural Sciences, Materials Science, Physics +15

Identifying domains of applicability of machine learning models for materials science

Christopher Sutton, Mario Boley, Luca M. Ghiringhelli et al. · Nature Communications · 2020 · 147 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +12

Uncovering structure-property relationships of materials by subgroup discovery

Bryan R. Goldsmith, Mario Boley, Jilles Vreeken et al. · New Journal of Physics · 2017 · 120 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Direct local pattern sampling by efficient two-step random procedures

Mario Boley, Claudio Lucchese, Daniel Paurat et al. · 2011 · 76 citations · Full text

Computing, Computer Science, Data Mining +11

One click mining

Mario Boley, Michael Mampaey, Bo Kang et al. · 2013 · 63 citations

Computing, Computer Science, Algorithms +10