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researcher

Matteo Aldeghi

9 papers hereh-index 294.1k citations46 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.OC2
  • q-bio.QM2
  • stat.ML2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedOn scientific understanding with artificial intelligence

383 citations · 976 across the 8 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

2 papers · 1 filter

q-bio.QM2022★ 49 cited

Roughness of molecular property landscapes and its impact on modellability

Matteo Aldeghi, David E. Graff, Nathan Frey +4

In molecular discovery and drug design, structure-property relationships and activity landscapes are often qualitatively or quantitatively analyzed to guide the navigation of chemi…

q-bio.QM2022★ 6 cited

Self-focusing virtual screening with active design space pruning

David E. Graff, Matteo Aldeghi, Joseph A. Morrone +3

High-throughput virtual screening is an indispensable technique utilized in the discovery of small molecules. In cases where the library of molecules is exceedingly large, the cost…

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