Sarunas Verner

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Parameter Space

Infinite Dimensional

Machine Learning

Top Venues

Publications

Konstantin T. Matchev, Katia Matcheva, Pierre Ramond, Sarunas Verner
Exploring the Truth and Beauty of Theory Landscapes with Machine Learning. CoRR (2024)
Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6. CoRR (2023)
Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
Discovering Sparse Representations of Lie Groups with Machine Learning. CoRR (2023)
Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup Unlu, Sarunas Verner
Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles. CoRR (2023)
Roy T. Forestano, Konstantin T. Matchev, Katia Matcheva, Alexander Roman, Eyup B. Unlu, Sarunas Verner
Identifying the Group-Theoretic Structure of Machine-Learned Symmetries. CoRR (2023)
Konstantin T. Matchev, Katia Matcheva, Pierre Ramond, Sarunas Verner
Seeking Truth and Beauty in Flavor Physics with Machine Learning. CoRR (2023)