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Collin Beaudoin

7 papers hereh-index 428 citations7 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • quant-ph2
  • cs.SE1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedQuantum Machine Learning for Material Synthesis and Hardware Security

7 citations · 8 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 1 cited

Energy-based Generative Models for Target-specific Drug Discovery

Junde Li, Collin Beaudoin, Swaroop Ghosh

Drug targets are the main focus of drug discovery due to their key role in disease pathogenesis. Computational approaches are widely applied to drug development because of the incr…

quant-ph2022★ 7 cited

Quantum Machine Learning for Material Synthesis and Hardware Security

Collin Beaudoin, Satwik Kundu, Rasit Onur Topaloglu +1

Using quantum computing, this paper addresses two scientifically pressing and day-to-day relevant problems, namely, chemical retrosynthesis which is an important step in drug/mater…

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