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
 BibTeX