String Theory Algebra Embeeded in Artificial Neural Networks

Nieto-Chaupis H. · 2026 IEEE/ACIS 24th International Conference on Software Engineering Research, Management and Applications, SERA 2026 (2026) · DOI: 10.1109/sera69989.2026.11618623

Resumen

String theory is mostly based at operators satisfying a specific algebra. As noted in literature, an important algebra that emerged on th 70s is called Virasoro algebra. It is said that while not any central charge is added in the formulation, one speaks on Witt algebra. With the arrival of powerful computer and the empowering of artificial intelligence, one can wonder if all these novel technologies might do important contributions to string theory by conserving the physics interpretation. Thus, one expects that autonomous computer-based schemes might generate novel knowledge either same or above human can do it. This paper focuses on the generation of Witt algebra from model of simple perceptron. With the insertion of scalar operators in 1D quantum mechanics, the basic manifestation of an artificial neural network would reproduce the Witt algebra, without complicated mechanisms based purely in operators.

Instituciones: Universidad Autónoma del Perú