1 citations · 1 across the 3 of their papers we have counts for
5 papers
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-…
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…
Automated conjecturing with \emph{TxGraffiti}
Randy Davila
\emph{TxGraffiti} is a data-driven, heuristic-based computer program developed to automate the process of generating conjectures across various mathematical domains. Since its crea…
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-…
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…