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Volker L. Deringer — most-cited papers & profile · AI for Science
← authors
·
overview
Volker L. Deringer
4
papers ·
259
citations ·
54
h-index
University of Oxford · Laboratoire de Chimie
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
De novo exploration and self-guided learning of potential-energy surfaces
2019 · 220 citations
Combining phonon accuracy with high transferability in Gaussian approximation potential models
2020 · 39 citations
An Accurate Tensorial Model for Prediction of Full Zeolite NMR Spectra
2026
Assessing zero-shot generalisation behaviour in graph-neural-network interatomic potentials
2025
Top co-authors
Chiheb Ben Mahmoud
· 2
G\'abor Cs\'anyi
· 2
Albert P. Bart\'ok
· 1
Carlos Bornes
· 1
Christopher J. Heard
· 1
Geoffroy Hautier
· 1
Janine George
· 1
John L. A. Gardner
· 1
Krystian A. Gierczak
· 1
Luk\'a\v{s} Grajciar
· 1
Noam Bernstein
· 1
Zakariya El-Machachi
· 1
Topics
Materials
Chemistry
Physics ML