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성락경
Seong, Rak-Kyeong

성락경

Department of Mathematical Sciences(수리과학과)

  • Mathematical Physics and AI Lab
  • Website
Research Interests
String Theory;Quantum Field Theory;Mathematical Physics;Machine Learning/AI;끈 이론;양자장론;수리물리학;머신러닝/AI
Lab Description
We conduct research at the interface of mathematics and theoretical physics, with a particular emphasis on the mathematical structures that arise in Quantum Field Theory and String Theory.We also pioneered the introduction of Machine Learning tools in order to study the dynamics and moduli spaces of supersymmetric gauge theories realized in String Theory.Our research group also works on applied problems that appear in industry, where we use fundamental concepts from geometry, topology and machine learning to solve Optimization and Automation Problems.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Birational transformations and 2d (0,2) quiver gauge theories beyond toric Fano 3-folds File

Ghim, Dongwook , Kho, Minsung , Seong, Rak-Kyeong

Article Issue Date2025-06 View12
Generative AI for brane configurations and coamoeba File

Seong, Rak-Kyeong

Article Issue Date2025-04 View24
Machine learning optimal ordering in global routing problems in semiconductors File

Choi, Heejin , Lee, Minji , Lee, Chang Hyeong , Yang, Jaeho , Seong, Rak-Kyeong

Article Issue Date2024-12 View41
Combinatorial and algebraic mutations of toric Fano 3-folds and mass deformations of 2⁢𝑑⁡(0,2) quiver gauge theories File

Kho, Minsung , Ghim, Dongwook , Seong, Rak-Kyeong

Article Issue Date2024-10 View64
Hilbert Series of Bipartite Field Theories File

Kho, Minsung , Seong, Rak-Kyeong

Article Issue Date2024-09 View60
Machine learning BPS spectra and the gap conjecture File

Gukov, Sergei , Seong, Rak-Kyeong

Article Issue Date2024-08 View54
The Origin of Calabi-Yau Crystals in BPS States Counting File

Bao, Jiakang , Seong, Rak-Kyeong , Yamazaki, Masahito

Article Issue Date2024-03 View62
Machine Learning Regularization for the Minimum Volume Formula of Toric Calabi-Yau 3-folds File

Choi, Eugene , Seong, Rak-Kyeong

Article Issue Date2024-02 View136
Unsupervised machine learning techniques for exploring tropical coamoeba, brane tilings and Seiberg duality File File

Seong, Rak-Kyeong

Article Issue Date2023-11 View56
On the master space for brane brick models File File

Kho, Minsung , Seong, Rak-Kyeong

Article Issue Date2023-09 View49
Mass deformations of brane brick models File

Franco, Sebastian , Ghim, Dongwook , Goulas, Georgios P. , Seong, Rak-Kyeong

Article Issue Date2023-09 View54
Twin theories, polytope mutations and quivers for GTPs File File

Franco, Sebastian , Seong, Rak-Kyeong

Article Issue Date2023-07 View76
Brane Brick Models for the Sasaki-Einstein 7-Manifolds Y^{p,k}(CP^1 x CP^1) and Y^{p,k}(CP^2) File File

Franco, Sebastian , Ghim, Dongwook , Seong, Rak-Kyeong

Article Issue Date2023-03 View67
Topology for Substrate Routing in Semiconductor Package Design File File

Seong, Rak-Kyeong , Yang, Jaeho , Han, Sang-Hoon

Article Issue Date2022-08 View69
Fano 3-Folds, Reflexive Polytopes and Brane Brick Models File File

Franco, Sebastian , Seong, Rak-Kyeong

Article Issue Date2022-08 View80
Lagrangian disks" in M-theory File File

Franco, Sebastian , Gukov, Sergei , Lee, Sangmin , Seong, Rak-Kyeong , Sparks, James

Article Issue Date2020-11 View62
Calabi-Yau Volumes and Reflexive Polytopes File

He, Yang-Hui , Seong, Rak-Kyeong , Yau, Shing-Tung

Article Issue Date2018-07 View72
Supersymmetric gauged matrix models from dimensional reduction on a sphere File File

Closset, Cyril , Ghim, Dongwook , Seong, Rak-Kyeong

Article Issue Date2018-05 View50
Machine learning of Calabi-Yau volumes File

Krefl, Daniel , Seong, Rak-Kyeong

Article Issue Date2017-09 View56
Quadrality for supersymmetric matrix models File File

Franco, Sebastian , Lee, Sangmin , Seong, Rak-Kyeong , Vafa, Cumrun

Article Issue Date2017-07 View68
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