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Matthias Kellner — most-cited papers & profile · AI for Science
← authors
·
overview
Matthias Kellner
4
papers ·
54
citations ·
7
h-index
Centre des Matériaux · École Polytechnique Fédérale de Lausanne
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Most-cited papers
PET-MAD, a lightweight universal interatomic potential for advanced materials modeling
2025 · 36 citations
Prediction rigidities for data-driven chemistry
2024 · 9 citations
A deep learning model for chemical shieldings in molecular organic solids including anisotropy
2025 · 8 citations
A universal machine learning model for the electronic density of states
2025 · 1 citations
Top co-authors
Filippo Bigi
· 3
and Michele Ceriotti
· 2
Arslan Mazitov
· 2
Philip Loche
· 2
Sanggyu Chong
· 2
Sergey Pozdnyakov
· 2
Davide Tisi
· 1
Federico Grasselli
· 1
Florian Viscosi
· 1
Guillaume Fraux
· 1
Jacob B. Holmes
· 1
Lyndon Emsley and Michele Ceriotti
· 1
Topics
Materials
Chemistry
Physics ML
Drug Discovery