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researcher

Vignesh Ram Somnath

9 papers hereh-index 10911 citations16 works total

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

author position
  • first author4
  • middle author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.chem-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedLearning Graph Models for Retrosynthesis Prediction

71 citations · 126 across the 9 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

1 paper · 1 filter

physics.chem-ph2023★ 22 cited

3DReact: Geometric deep learning for chemical reactions

Puck van Gerwen, Ksenia R. Briling, Charlotte Bunne +4

Geometric deep learning models, which incorporate the relevant molecular symmetries within the neural network architecture, have considerably improved the accuracy and data efficie…

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