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- Publications
- Influence
Quiver mutations, Seiberg duality, and machine learning
- Jiakang Bao, S. Franco, Yanghui He, E. Hirst, Gregg Musiker, Yan Xiao
- Physics, Mathematics
- 18 June 2020
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 context of cluster… Expand
Dessins d'Enfants, Seiberg-Witten Curves and Conformal Blocks
- Jiakang Bao, O. Foda, +4 authors Futoshi Yagi
- Physics, Mathematics
- 21 January 2021
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 N = 2 supersymmetric instanton… Expand
Chiral rings, Futaki invariants, plethystics, and Gröbner bases
- Jiakang Bao, Yanghui He, Yan Xiao
- Physics, Mathematics
- 5 September 2020
We study chiral rings of 4d N $$ \mathcal{N} $$ = 1 supersymmetric gauge theories via the notion of K-stability. We show that when using Hilbert series to perform the computations of Futaki… Expand
Quiver gauge theories: beyond reflexivity
- Jiakang Bao, Grace Beaney Colverd, Yanghui He
- Physics, Mathematics
- 11 April 2020
Reflexive polygons have been extensively studied in a variety of contexts in mathematics and physics. We generalize this programme by looking at the 45 different lattice polygons with two interior… Expand
Lectures on the Calabi-Yau Landscape
- Jiakang Bao, Yanghui He, E. Hirst, Stephen Pietromonaco
- Physics, Mathematics
- 5 January 2020
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, focusing in particular on… Expand