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researcher

G. Heinzelmann

2 papers hereh-index 13579 citations33 works total

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

author position
  • middle author2

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

fields
  • cs.LG1
  • q-bio.BM1
same name
  • G. Heinzelmann — 36 papers, h 59
  • G. Heinzelmann — 25 papers
  • G. Heinzelmann — 14 papers, h 28
  • G. Heinzelmann — 1 paper
  • G. Heinzelmann — 1 paper
  • G. Heinzelmann — 1 paper

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

most citedMFBind: a Multi-Fidelity Approach for Evaluating Drug Compounds in Practical Generative Modeling

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

collaborators

2 papers

cs.LG2024★ 2 cited

MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning

Peter Eckmann, Dongxia Wu, Germano Heinzelmann +2

Current generative models for drug discovery primarily use molecular docking as an oracle to guide the generation of active compounds. However, such models are often not useful in…

q-bio.BM2024★ 4 cited

MFBind: a Multi-Fidelity Approach for Evaluating Drug Compounds in Practical Generative Modeling

Peter Eckmann, Dongxia Wu, Germano Heinzelmann +2

Current generative models for drug discovery primarily use molecular docking to evaluate the quality of generated compounds. However, such models are often not useful in practice b…

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