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researcher

J. Israeli

3 papers hereh-index 112.6k citations21 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-bio.GN1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedBioNeMo Framework: a modular, high-performance library for AI model development in drug discovery

11 citations · 22 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024★ 11 cited

BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery

Peter St. John, Dejun Lin, Polina Binder +89

Artificial Intelligence models encoding biology and chemistry are opening new routes to high-throughput and high-quality in-silico drug development. However, their training increas…

cs.LG2022★ 11 cited

Improving Small Molecule Generation using Mutual Information Machine

Danny Reidenbach, Micha Livne, Rajesh K. Ilango +2

We address the task of controlled generation of small molecules, which entails finding novel molecules with desired properties under certain constraints (e.g., similarity to a refe…

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