13 citations · 17 across the 2 of their papers we have counts for
6 papers
Crystals and Double Quiver Algebras from Jeffrey-Kirwan Residues
Jiakang Bao, Masahito Yamazaki
We construct statistical mechanical models of crystal melting describing the flavoured Witten indices of supersymmetric quiver gauge theories. Our results can be…
Futaki Invariants and Reflexive Polygons
Jiakang Bao, Eugene Choi, Yang-Hui He +2
Futaki invariants of the classical moduli space of 4d N=1 supersymmetric gauge theories determine whether they have a conformal fixed point in the IR. We systematically compute the…
Machine Learning Algebraic Geometry for Physics
Jiakang Bao, Yang-Hui He, Elli Heyes +1
We review some recent applications of machine learning to algebraic geometry and physics. Since problems in algebraic geometry can typically be reformulated as mappings between ten…
Dessins d'Enfants, Seiberg-Witten Curves and Conformal Blocks
Jiakang Bao, Omar Foda, Yang-Hui He +4
We show how to map Grothendieck's dessins d'enfants to algebraic curves as Seiberg-Witten curves, then use the mirror map and the AGT map to obtain the corresponding 4d $\mathcal{N…
Quiver Mutations, Seiberg Duality and Machine Learning
Jiakang Bao, Sebastián Franco, Yang-Hui He +3
We initiate the study of applications of machine learning to Seiberg duality, focusing on the case of quiver gauge theories, a problem also of interest in mathematics in the contex…
Lectures on the Calabi-Yau Landscape
Jiakang Bao, Yang-Hui He, Edward Hirst +1
In these lecture notes, we survey the landscape of Calabi-Yau threefolds, and the use of machine learning to explore it. We begin with the compact portion of the landscape, focusin…