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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
Relevant Deformations, Brane Brick Models and Triality

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

Article Issue Date2026-02 View14
Row and column detection complexities of character tables File

Padellaro, Adrian , Ramgoolam, Sanjaye , Seong, Rak-Kyeong

Article Issue Date2025-12 View21
Classification and Birational Equivalence of Dimer Integrable Systems for Reflexive Polygons

Kho, Minsung , Lee, Norton , Seong, Rak-Kyeong

Article Issue Date2025-12 View13
Futaki invariants and reflexive polygons File

Bao, Jiakang , Choi, Eugene , He, Yang-Hui , Seong, Rak-Kyeong , Yau, Shing-Tung

Article Issue Date2025-10 View22
Birational transformations on dimer integrable systems File

Kho, Minsung , Lee, Norton , Seong, Rak-Kyeong

Article Issue Date2025-08 View82
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 View114
Generative AI for brane configurations and coamoeba File

Seong, Rak-Kyeong

Article Issue Date2025-04 View91
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 View96
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 View97
Hilbert Series of Bipartite Field Theories File

Kho, Minsung , Seong, Rak-Kyeong

Article Issue Date2024-09 View97
Machine learning BPS spectra and the gap conjecture File

Gukov, Sergei , Seong, Rak-Kyeong

Article Issue Date2024-08 View102
The Origin of Calabi-Yau Crystals in BPS States Counting File

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

Article Issue Date2024-03 View109
Machine Learning Regularization for the Minimum Volume Formula of Toric Calabi-Yau 3-folds File

Choi, Eugene , Seong, Rak-Kyeong

Article Issue Date2024-02 View191
Unsupervised machine learning techniques for exploring tropical coamoeba, brane tilings and Seiberg duality File File

Seong, Rak-Kyeong

Article Issue Date2023-11 View77
On the master space for brane brick models File File

Kho, Minsung , Seong, Rak-Kyeong

Article Issue Date2023-09 View82
Mass deformations of brane brick models File

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

Article Issue Date2023-09 View98
Twin theories, polytope mutations and quivers for GTPs File File

Franco, Sebastian , Seong, Rak-Kyeong

Article Issue Date2023-07 View115
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 View105
Fano 3-Folds, Reflexive Polytopes and Brane Brick Models File File

Franco, Sebastian , Seong, Rak-Kyeong

Article Issue Date2022-08 View129
Topology for Substrate Routing in Semiconductor Package Design File File

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

Article Issue Date2022-08 View105
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