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Volker Roth

17 papers hereh-index 232.2k citations70 works total

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

author position
  • first author1
  • middle author5
  • last author10

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML4
  • cs.CV2
  • stat.ME2
  • math.NA1
  • q-bio.BM1
same name
  • Volker Roth — 6 papers, h 5
  • Volker Roth — 5 papers, h 38
  • Volker Roth — 4 papers, h 1
  • Volker Roth — 1 paper, h 4

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
20122020
most cited3DMolNet: A Generative Network for Molecular Structures

25 citations · 110 across the 15 of their papers we have counts for

collaborators
Showing q-bio.BMShow all

1 paper · 1 filter

q-bio.BM2020★ 25 cited

3DMolNet: A Generative Network for Molecular Structures

Vitali Nesterov, Mario Wieser, Volker Roth

With the recent advances in machine learning for quantum chemistry, it is now possible to predict the chemical properties of compounds and to generate novel molecules. Existing gen…

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