Sarunas Verner | DeepAI

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Featured Co-authors

Konstantin T. Matchev
12 publications
Katia Matcheva
9 publications
Alexander Roman
7 publications
Roy T. Forestano
6 publications
Eyup B. Unlu
5 publications
Eyup Unlu
1 publication

research

∙ 09/14/2023

Identifying the Group-Theoretic Structure of Machine-Learned Symmetries

Deep learning was recently successfully used in deriving symmetry transf...

0 Roy T. Forestano, et al. ∙

research

∙ 07/10/2023

Accelerated Discovery of Machine-Learned Symmetries: Deriving the Exceptional Lie Groups G2, F4 and E6

Recent work has applied supervised deep learning to derive continuous sy...

0 Roy T. Forestano, et al. ∙

research

∙ 02/10/2023

Discovering Sparse Representations of Lie Groups with Machine Learning

Recent work has used deep learning to derive symmetry transformations, w...

0 Roy T. Forestano, et al. ∙

research

∙ 01/13/2023

Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras from First Principles

We design a deep-learning algorithm for the discovery and identification...

0 Roy T. Forestano, et al. ∙