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researcher

D. Gavrilev

6 papers hereh-index 213 citations8 works total

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

author position
  • sole author1
  • first author3
  • middle author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.SD3

identity via Semantic Scholar / OpenAlex

activity
20222026
collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

High Performance of Gradient Boosting in Binding Affinity Prediction

Dmitrii Gavrilev, Nurlybek Amangeldiuly, Sergei Ivanov +1

Prediction of protein-ligand (PL) binding affinity remains the key to drug discovery. Popular approaches in recent years involve graph neural networks (GNNs), which are used to lea…

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