TY  - JOUR 
AU  - Martín Encinar, Luis
AU  - Lanzoni, Daniele
AU  - Fantasia, Andrea
AU  - Rovaris, Fabrizio
AU  - Bergamaschini, Roberto
AU  - Montalenti, Francesco
PY  - 2025
SN  - 0927-0256
UR  - https://uvadoc.uva.es/handle/10324/77889
AB  - A Deep Learning approach is devised to estimate the elastic energy density at the free surface of an undulated stressed film. About 190000 arbitrary surface profiles are randomly generated by Perlin noise and paired with the corresponding elastic...
LA  - eng
PB  - Elsevier
KW  - Neural Network
KW  - Energy density
KW  - Red neuronal
KW  - Energía elástica
TI  - Quantitative analysis of the prediction performance of a Convolutional Neural Network evaluating the surface elastic energy of a strained film
DO  - 10.1016/j.commatsci.2024.113657
ER  -