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Patricia Suriana

8 papers hereh-index 91.4k citations24 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • q-bio.BM4
  • cs.PL2
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedLearning from Protein Structure with Geometric Vector Perceptrons

203 citations · 255 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

q-bio.BM2023★ 2 cited

Enhancing Ligand Pose Sampling for Molecular Docking

Patricia Suriana, Ron O. Dror

Deep learning promises to dramatically improve scoring functions for molecular docking, leading to substantial advances in binding pose prediction and virtual screening. To train s…

q-bio.BM2023★ 2 cited

FlexVDW: A machine learning approach to account for protein flexibility in ligand docking

Patricia Suriana, Joseph M. Paggi, Ron O. Dror

Most widely used ligand docking methods assume a rigid protein structure. This leads to problems when the structure of the target protein deforms upon ligand binding. In particular…

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