He, Yang-Hui

1. hep-th
   2018/06/27 by He, Yang-Hui, Jejjala, Vishnu, Nelson, Brent D. · 24 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th)
2. The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning
   2018/12/07 by Yang-Hui He, Yang‐Hui He, He, Yang-Hui · 3 voices · 5 citations
   Mathematics · Physics and Astronomy · #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Black Holes and Theoretical Physics #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Geometry and complex manifolds #High Energy Physics - Theory (hep-th) #Machine Learning (stat.ML) #Mathematical Physics (math-ph) #hep-th #math-ph #math.AG #stat.ML
3. Deep-Learning the Landscape
   2017/06/08 by He, Yang-Hui · 4 citations
   #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Machine Learning (stat.ML)
4. Machine Learning meets Number Theory: The Data Science of Birch-Swinnerton-Dyer
   2019/11/04 by Laura Alessandretti, Alessandretti, Laura, Andrea Baronchelli +3 · 3 citations
   Computer Science · Mathematics · #Algebraic Geometry and Number Theory #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Number Theory (math.NT) #Topological and Geometric Data Analysis #advanced mathematical theories
5. A Monograph on the Classification of the Discrete Subgroups of SU(4)
   1999/05/27 by Hanany, Amihay, He, Yang-Hui · 1 citation
   #FOS: Physical sciences #High Energy Physics - Theory (hep-th)
6. Machine Learning in Physics and Geometry
   2023/03/22 by He, Yang-Hui, Heyes, Elli, Hirst, Edward · 2 citations
   #Algebraic Geometry (math.AG) #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph)
7. Distinguishing Calabi-Yau Topology using Machine Learning
   2024/08/09 by He, Yang-Hui, Yao, Zhi-Gang, Yau, Shing-Tung · 3 citations
   #Algebraic Geometry (math.AG) #FOS: Mathematics
8. Learning Algebraic Structures: Preliminary Investigations
   2019/05/02 by Yang‐Hui He, He, Yang-Hui, Minhyong Kim +1 · 1 citation
   Computer Science · #Topological and Geometric Data Analysis #Polynomial and algebraic computation #Mathematics, Computing, and Information Processing
9. Graph Laplacians, Riemannian Manifolds and their Machine-Learning
   2020/06/30 by He, Yang-Hui, Yau, Shing-Tung · 1 citation
   #Algebraic Geometry (math.AG) #Combinatorics (math.CO) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (stat.ML)
10. Machine Learning Etudes in Conformal Field Theories
    2020/06/29 by Heng-Yu Chen, Yang‐Hui He, Chen, Heng-Yu +5 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Quantum Chromodynamics and Particle Interactions #Quantum many-body systems #Theoretical and Computational Physics
11. Machine-Learning Mathematical Structures
    2021/01/15 by Yang‐Hui He, He, Yang-Hui · 1 citation
    Computer Science · #Digital Image Processing Techniques
12. Machine Learning Algebraic Geometry for Physics
    2022/04/21 by Jiakang Bao, Bao, Jiakang, Yang‐Hui He +5 · 1 citation
    Earth and Planetary Sciences · Engineering · #Geological Modeling and Analysis #Advanced Numerical Analysis Techniques
13. Futaki Invariants and Reflexive Polygons
    2024/10/24 by Jiakang Bao, Bao, Jiakang, Eugene Choi +7 · 1 voice · 2 citations
    Mathematics · Physics and Astronomy · #Advanced Algebra and Geometry #Advanced Topics in Algebra #Algebraic Geometry (math.AG) #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Nonlinear Waves and Solitons
14. Lectures on D-branes, Gauge Theories and Calabi-Yau Singularities
    2004/08/18 by Yang‐Hui He, He, Yang-Hui · 1 citation
    Mathematics · Physics and Astronomy · #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Algebraic structures and combinatorial models #Black Holes and Theoretical Physics #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th)
15. Generating Triangulations and Fibrations with Reinforcement Learning
    2024/05/31 by Berglund, Per, Butbaia, Giorgi, He, Yang-Hui +3 · 1 citation
    #Algebraic Geometry (math.AG) #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph)
16. BPS spectroscopy with reinforcement learning
    2025/01/24 by Carta, Federico, Asa Gauntlett, Finley Griffin +4 · 1 citation
    Chemistry · Environmental Science · #Spectroscopy and Chemometric Analyses #Water Quality Monitoring and Analysis
17. Mathematics: the Rise of the Machines
    2025/11/21 by Yang-Hui He, He, Yang-Hui · 4 voices
    Mathematics · Physics and Astronomy · #FOS: Mathematics #FOS: Physical sciences #History and Overview (math.HO) #History and Philosophy of Physics (physics.hist-ph) #Physics and Society (physics.soc-ph) #math.HO #physics.hist-ph #physics.soc-ph