Learning data-driven image similarity measure

Author(s):  
Takumi Kobayashi
2007 ◽  
Vol 55 (3) ◽  
pp. 164-174 ◽  
Author(s):  
E Baudrier ◽  
G Millon ◽  
F Nicolier ◽  
R Seulin ◽  
S Ruan

2021 ◽  
Vol 22 ◽  
pp. 32
Author(s):  
Agathe Reille ◽  
Victor Champaney ◽  
Fatima Daim ◽  
Yves Tourbier ◽  
Nicolas Hascoet ◽  
...  

Solving mechanical problems in large structures with rich localized behaviors remains a challenging issue despite the enormous advances in numerical procedures and computational performance. In particular, these localized behaviors need for extremely fine descriptions, and this has an associated impact in the number of degrees of freedom from one side, and the decrease of the time step employed in usual explicit time integrations, whose stability scales with the size of the smallest element involved in the mesh. In the present work we propose a data-driven technique for learning the rich behavior of a local patch and integrate it into a standard coarser description at the structure level. Thus, localized behaviors impact the global structural response without needing an explicit description of that fine scale behaviors.


Author(s):  
Daisuke Deguchi ◽  
Kensaku Mori ◽  
Yasuhito Suenaga ◽  
Jun-ichi Hasegawa ◽  
Jun-ichiro Toriwaki ◽  
...  

2009 ◽  
Vol 13 (4) ◽  
pp. 621-633 ◽  
Author(s):  
Daisuke Deguchi ◽  
Kensaku Mori ◽  
Marco Feuerstein ◽  
Takayuki Kitasaka ◽  
Calvin R. Maurer Jr. ◽  
...  

2013 ◽  
Vol 34 (9) ◽  
pp. 2149-2155
Author(s):  
De-liang Xiang ◽  
Ling-jun Zhao ◽  
Tao Tang ◽  
Jun Lu ◽  
Yi Su

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