Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics (Record no. 23745)

MARC details
000 -LEADER
fixed length control field 01711nam a2200121Ia 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220620s9999||||xx |||||||||||||| ||und||
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Fritzen, Felix||Ryckelynck, David
245 #0 - TITLE STATEMENT
Title Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics
546 ## - LANGUAGE NOTE
Language note English[eng]
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element supervised machine learning||proper orthogonal decomposition (POD)||PGD compression||stabilization||nonlinear reduced order model||gappy POD||symplectic model order reduction||neural network||snapshot proper orthogonal decomposition||3D reconstruction||microstructure property linkage||nonlinear material behaviour||proper orthogonal decomposition||reduced basis||ECSW||geometric nonlinearity||POD||model order reduction||elasto-viscoplasticity||sampling||surrogate modeling||model reduction||enhanced POD||archive||modal analysis||low-rank approximation||computational homogenization||artificial neural networks||unsupervised machine learning||large strain||reduced-order model||proper generalised decomposition (PGD)||a priori enrichment||elastoviscoplastic behavior||error indicator||computational homogenisation||empirical cubature method||nonlinear structural mechanics||reduced integration domain||model order reduction (MOR)||structure preservation of symplecticity||heterogeneous data||reduced order modeling (ROM)||parameter-dependent model||data science||Hencky strain||dynamic extrapolation||tensor-train decomposition||hyper-reduction||empirical cubature||randomised SVD||machine learning||inverse problem plasticity||proper symplectic decomposition (PSD)||finite deformation||Hamiltonian system||DEIM||GNAT
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://mdpi.com/books/pdfview/book/1551">https://mdpi.com/books/pdfview/book/1551</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type E-Books
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
        Kerala University of Digital Sciences, Innovation and Technology Knowledge Centre Kerala University of Digital Sciences, Innovation and Technology Knowledge Centre 20/06/2022   20/06/2022 20/06/2022 E-Books