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Randy Davila

4 papers hereh-index 210 citations10 works total

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

author position
  • sole author2
  • first author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • math.CO1
  • quant-ph1
same name
  • Randy Davila — 12 papers, h 14
  • Randy Davila — 3 papers
  • Randy Davila — 3 papers, h 1
  • Randy Davila — 2 papers
  • Randy Davila — 1 paper, h 3

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 citedThe Zombie Damage Number of a Graph

2 citations · 3 across the 4 of their papers we have counts for

collaborators

4 papers

quant-ph2026

Geometry-Only CSL/DP Ratios and the Nonuniqueness of Decoherence Kernels

Randy Davila, Gerard J. Milburn

We study idealized levitated protocols that create spatial superpositions of massive test particles. For each protocol, we compare the dimensionless contrast-loss exponent of mass-…

math.CO2026★ 2 cited

The Zombie Damage Number of a Graph

Randy Davila

In the damage variant of Cops and Robber, the \emph{damage number} \(\dmg(G)\) is the number of distinct vertices damaged by the robber under optimal play, with one cop minimizing…

cs.LG2025

Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction

Randy Davila, Beyzanur Ispir

We investigate machine learning approaches to approximating the \emph{domination number} of graphs, the minimum size of a dominating set. Exact computation of this parameter is NP-…

cs.AI2024★ 1 cited

The \emph{Optimist}: Towards Fully Automated Graph Theory Research

Randy Davila

This paper introduces the \emph{Optimist}, an autonomous system developed to advance automated conjecture generation in graph theory. Leveraging mixed-integer programming (MIP) and…

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