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researcher

M. Mathea

5 papers hereh-index 152.5k citations31 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CE2
  • cs.LG2
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedAnalyzing Learned Molecular Representations for Property Prediction

202 citations · 211 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CE2024

Limeade: Let integer molecular encoding aid

Shiqiang Zhang, Christian W. Feldmann, Frederik Sandfort +3

Mixed-integer programming (MIP) is a well-established framework for computer-aided molecular design (CAMD). By precisely encoding the molecular space and score functions, e.g., a g…

cs.LG2024★ 1 cited

Transformers for molecular property prediction: Lessons learned from the past five years

Afnan Sultan, Jochen Sieg, Miriam Mathea +1

Molecular Property Prediction (MPP) is vital for drug discovery, crop protection, and environmental science. Over the last decades, diverse computational techniques have been devel…

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