Výsledky vyhledávání - "Sanz, Miguel A"

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An elastic properties-based topology optimization algorithm for linear orthotropic, functionally graded materials

Autor: Ben-Yelun, Ismael, Riera, Víctor, Saucedo-Mora, Luis, Sanz, Miguel Ángel, Montáns, Francisco Javier

Topology optimization (TO) has experienced a dramatic development over the last decades aided by the arising of metamaterials and additive manufacturing (AM) techniques, and it is intended to achieve the current and future challenges. In this paper w

Externí odkaz: http://arxiv.org/abs/2309.12012

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Self-learning locally-optimal hypertuning using maximum entropy, and comparison of machine learning approaches for estimating fatigue life in composite materials

Autor: Ben-Yelun, Ismael, Diaz-Lago, Miguel, Saucedo-Mora, Luis, Sanz, Miguel Angel, Callado, Ricardo, Montans, Francisco Javier

Applications of Structural Health Monitoring (SHM) combined with Machine Learning (ML) techniques enhance real-time performance tracking and increase structural integrity awareness of civil, aerospace and automotive infrastructures. This SHM-ML syner

Externí odkaz: http://arxiv.org/abs/2210.10783

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