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researcher

Philip Fradkin

2 papers hereh-index 256 citations2 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

most citedOn the Scalability of GNNs for Molecular Graphs

6 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

q-bio.QM2024★ 1 cited

How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval

Philip Fradkin, Puria Azadi, Karush Suri +4

Predicting molecular impact on cellular function is a core challenge in therapeutic design. Phenomic experiments, designed to capture cellular morphology, utilize microscopy based…

cs.LG2024★ 6 cited

On the Scalability of GNNs for Molecular Graphs

Maciej Sypetkowski, Frederik Wenkel, Farimah Poursafaei +4

Scaling deep learning models has been at the heart of recent revolutions in language modelling and image generation. Practitioners have observed a strong relationship between model…

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