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Konstantina Mellou

9 papers hereh-index 6200 citations18 works total

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

author position
  • first author2
  • middle author4
  • last author1

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.DS3
  • cs.AI2
  • math.OC2
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLarge Language Models for Supply Chain Optimization

34 citations · 34 across the 6 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2026

TACIT: Optimization Models that Learn from Their Mistakes

Maxime Bouscary, Marco Molinaro, Sirui Li +3

Real-world optimization problems are difficult to model accurately because many objectives and constraints reside in domain experts' tacit knowledge, making them hard to formalize.…

math.OC2025

Online Rack Placement in Large-Scale Data Centers: Online Sampling Optimization and Deployment

Saumil Baxi, Kayla Cummings, Alexandre Jacquillat +5

This paper optimizes the configuration of large-scale data centers toward cost-effective, reliable and sustainable cloud supply chains. The problem involves placing incoming racks…

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