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Michael J. Willatt — most-cited papers & profile · AI for Science
← authors
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overview
Michael J. Willatt
4
papers ·
166
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Atom-Density Representations for Machine Learning
2018 · 159 citations
Comment on "Manifolds of quasi-constant SOAP and ACSF fingerprints and the resulting failure to machine learn four body interactions"
2022 · 7 citations
Feature Optimization for Atomistic Machine Learning Yields A Data-Driven Construction of the Periodic Table of the Elements
2018
Efficient implementation of atom-density representations
2021
Top co-authors
Michele Ceriotti
· 3
F\'elix Musil
· 2
Albert P. Bart\'ok
· 1
Alexander Goscinski
· 1
Christoph Ortner
· 1
Felix Musil and Michele Ceriotti
· 1
G\'abor Cs\'anyi
· 1
Guillaume Fraux
· 1
Markus Stricker
· 1
Max Veit
· 1
Sergey N. Pozdnyakov
· 1
Till Junge
· 1
Topics
Chemistry
Physics ML
Materials