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Austin Tripp

13 papers hereh-index 11564 citations19 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI2
  • cs.NE1
  • physics.chem-ph1
  • stat.ML1
same name
  • Austin Tripp — 4 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedSample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining

37 citations · 112 across the 12 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2023★ 4 cited

Retro-fallback: retrosynthetic planning in an uncertain world

Austin Tripp, Krzysztof Maziarz, Sarah Lewis +2

Retrosynthesis is the task of planning a series of chemical reactions to create a desired molecule from simpler, buyable molecules. While previous works have proposed algorithms to…

cs.AI2023★ 5 cited

Retrosynthetic Planning with Dual Value Networks

Guoqing Liu, Di Xue, Shufang Xie +7

Retrosynthesis, which aims to find a route to synthesize a target molecule from commercially available starting materials, is a critical task in drug discovery and materials design…

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