Aldo Glielmo

Accurate interatomic force fields via machine learning with covariant kernels

Aldo Glielmo, Peter Sollich, Alessandro De Vita · Physical review. B./Physical review. B · 2017 · 223 citations · Full text

Natural Sciences, Materials Science, Physics +16

Efficient nonparametric<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>n</mml:mi></mml:math>-body force fields from machine learning

Aldo Glielmo, Claudio Zeni, Alessandro De Vita · Physical review. B./Physical review. B · 2018 · 144 citations · Full text

Natural Sciences, Physics, Computational Chemistry +14

Ranking the information content of distance measures

Aldo Glielmo, Claudio Zeni, Bingqing Cheng et al. · PNAS Nexus · 2022 · 58 citations · Full text

Computing, Computer Science, Data Science +12

On machine learning force fields for metallic nanoparticles

Claudio Zeni, Kevin Rossi, Aldo Glielmo et al. · Advances in Physics X · 2019 · 41 citations · Full text

Natural Sciences, Chemistry, Physics +17

DADApy: Distance-based analysis of data-manifolds in Python

Aldo Glielmo, Iuri Macocco, Diego Doimo et al. · Patterns · 2022 · 40 citations · Full text

Computing, Computer Science, Data Science +17