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researcher

Alexandre Tkatchenko

12 papers hereh-index 51.8k citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author4

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • physics.chem-ph8
  • physics.comp-ph2
  • cs.CE1
  • cs.LG1
same name
  • Alexandre Tkatchenko — 9 papers, h 2
  • Alexandre Tkatchenko — 6 papers, h 16
  • Alexandre Tkatchenko — 5 papers, h 1
  • Alexandre Tkatchenko — 4 papers, h 3
  • Alexandre Tkatchenko — 2 papers
  • Alexandre Tkatchenko — 2 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations · 2.6k across the 12 of their papers we have counts for

collaborators
Showing 2011Show all

1 paper · 1 filter

physics.chem-ph2011★ 2.4k cited

Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

Matthias Rupp, Alexandre Tkatchenko, Klaus-Robert Müller +1

We introduce a machine learning model to predict atomization energies of a diverse set of organic molecules, based on nuclear charges and atomic positions only. The problem of solv…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.