User: Guest  Login
Document type:
Masterarbeit 
Author(s):
David Tellenbach 
Title:
Canonicalization of Loop-free Tensor Networks 
Abstract:
Many important tensor network algorithms can benefit from orthogonality constraints on the tensors of the network or even require that tensors form isometries when considered as matrices. We explore different methods to orthogonalize tensor networks and present a canonical form that can be used to flexibly shift centers of orthogonality. After methods to orthogonalize tensor networks have been established, we clarify how a network can be considered as an element of a product of Riemannian manifo...    »
 
Supervisor:
Prof. Christian Mendl 
Advisor:
Qunsheng Huang 
Year:
2022 
Quarter:
1. Quartal 
Year / month:
2022-03 
Month:
Mar 
Language:
en 
University:
Technical University of Munich 
Faculty:
Fakultät für Informatik