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researcher

D. Vrabie

35 papers hereh-index 298.5k citations166 works total

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

author position
  • middle author13
  • last author22

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • eess.SY16
  • cs.LG7
  • math.OC6
  • math.DS3
  • cs.AI1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPhysics-informed machine learning for building performance simulation-A review of a nascent field

70 citations · 150 across the 31 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.DC2026

Toward Trustworthy Autonomous Science: A Two-Year Community Roadmap

Rafael Ferreira da Silva, Milad Abolhasani, Peter Beaucage +25

One year ago, the AISLE roadmap argued that autonomous laboratories operated as isolated islands and proposed a grassroots network organized around five critical dimensions. The fi…

cs.LG2026

ML-Guided Primal Heuristics for Mixed Binary Quadratic Programs

Weimin Huang, Natalie M. Isenberg, Ján Drgoňa +2

Mixed Binary Quadratic Programs (MBQPs) are an important and complex set of problems in combinatorial optimization. As solving large-scale combinatorial optimization problems is ch…

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