339 citations · 6k across the 162 of their papers we have counts for
6 papers · 1 filter
Cusps, Congruence Groups and Monstrous Dessins
Valdo Tatitscheff, Yang-Hui He, John McKay
We study general properties of the dessins d'enfants associated with the Hecke congruence subgroups of the modular group . The definition of th…
The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning
Yang-Hui He
We present a pedagogical introduction to the recent advances in the computational geometry, physical implications, and data science of Calabi-Yau manifolds. Aimed at the beginning…
Counting String Theory Standard Models
Andrei Constantin, Yang-Hui He, Andre Lukas
We derive an approximate analytic relation between the number of consistent heterotic Calabi-Yau compactifications of string theory with the exact charged matter content of the sta…
Machine Learning CICY Threefolds
Kieran Bull, Yang-Hui He, Vishnu Jejjala +1
The latest techniques from Neural Networks and Support Vector Machines (SVM) are used to investigate geometric properties of Complete Intersection Calabi-Yau (CICY) threefolds, a c…
hep-th
Yang-Hui He, Vishnu Jejjala, Brent D. Nelson
We apply techniques in natural language processing, computational linguistics, and machine-learning to investigate papers in hep-th and four related sections of the arXiv: hep-ph,…
Traintracks Through Calabi-Yaus: Amplitudes Beyond Elliptic Polylogarithms
Jacob L. Bourjaily, Yang-Hui He, Andrew J. McLeod +2
We describe a family of finite, four-dimensional, -loop Feynman integrals that involve weight- hyperlogarithms integrated over -dimensional elliptically fibered va…