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researcher

Manuel Garcia

7 papers hereh-index 212 citations9 works total

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

author position
  • first author1
  • middle author6

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

fields
  • math.OC4
  • cs.LG2
  • eess.SY1
same name
  • Manuel Garcia — 1 paper, h 5

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

activity
20242026
most citedFormulations and scalability of neural network surrogates in nonlinear optimization problems

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2026

Exploiting block triangular submatrices in KKT systems

Robert Parker, Manuel Garcia, Russell Bent

We propose a method for solving Karush-Kuhn-Tucker (KKT) systems that exploits block triangular submatrices by first using a Schur complement decomposition to isolate the block tri…

math.OC2025

Transient Stability-Constrained OPF: Neural Network Surrogate Models and Pricing Stability

Manuel Garcia, Nicole LoGiudice, Robert Parker +1

A Transient Stability-Constrained Optimal Power Flow (TSC-OPF) problem is proposed that enforces frequency stability constraints using Neural Network (NN) surrogate models. NNs are…

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