378 citations · 3.7k across the 99 of their papers we have counts for
48 papers · 1 filter
String Model Building on Quantum Annealers
Steven A. Abel, Luca A. Nutricati, John Rizos
We explore for the first time the direct construction of string models on quantum annealers, and investigate their efficiency and effectiveness in the model discovery process. Thro…
Decoding Nature with Nature's Tools: Heterotic Line Bundle Models of Particle Physics with Genetic Algorithms and Quantum Annealing
Steve Abel, Andrei Constantin, Thomas R. Harvey +2
The string theory landscape may include a multitude of ultraviolet embeddings of the Standard Model, but identifying these has proven difficult due to the enormous number of availa…
On the Running of Gauge Couplings in String Theory
Steven Abel, Keith R. Dienes, Luca A. Nutricati
In this paper we conduct a general, model-independent analysis of the running of gauge couplings within closed string theories. Unlike previous discussions in the literature, our c…
Cosmic Inflation and Genetic Algorithms
Steven Abel, Andrei Constantin, Thomas R. Harvey +1
Large classes of standard single-field slow-roll inflationary models consistent with the required number of e-folds, the current bounds on the spectral index of scalar perturbation…
Ising Machines for Diophantine Problems in Physics
Steven Abel, Luca A. Nutricati
Diophantine problems arise frequently in physics, in for example anomaly cancellation conditions, string consistency conditions and so forth. We present methods to solve such probl…
String Model Building, Reinforcement Learning and Genetic Algorithms
Steven Abel, Andrei Constantin, Thomas R. Harvey +1
We investigate reinforcement learning and genetic algorithms in the context of heterotic Calabi-Yau models with monad bundles. Both methods are found to be highly efficient in iden…