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Listar Artículos (Mecánica de Medios Continuos y Teoría de Estructuras) por autor "Ayensa Jiménez, Jacobo"
Mostrando ítems 1-6 de 6
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Artículo
A multiscale data-driven approach for bone tissue biomechanics
Mora Macías, Juan; Ayensa Jiménez, Jacobo; Reina Romo, Esther; Doweidar, Mohamed Hamdy; Domínguez Abascal, Jaime; Doblaré, M.; Sanz Herrera, José Antonio (Elsevier, 2020-08)The data-driven methodology with application to continuum mechanics relies upon two main pillars: (i) experimental ...
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Artículo
A new reliability-based data-driven approach for noisy experimental data with physical constraints
Ayensa Jiménez, Jacobo; Doweidar, Mohamed Hamdy; Sanz Herrera, José Antonio; Doblaré, M. (Elsevier, 2018-01)Data Science has burst into simulation-based engineering sciences with an impressive impulse. However, data are never ...
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Artículo
An unsupervised data completion method for physically-based data-driven models
Ayensa Jiménez, Jacobo; Doweidar, Mohamed Hamdy; Sanz Herrera, José Antonio; Doblaré, M. (Elsevier, 2019-02)Data-driven methods are an innovative model-free approach for engineering and sciences, still in process of maturation. ...
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Analysis of the parametric correlation in mathematical modeling of In vitro glioblastoma evolution using copulas
Ayensa Jiménez, Jacobo; Pérez Aliacar, Marina; Randelovic, Teodora; Sanz Herrera, José Antonio; Doweidar, Mohamed Hamdy; Doblaré Castellano, Manuel (MDPI, 2021)Modeling and simulation are essential tools for better understanding complex biological processes, such as cancer evolution. ...
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Artículo
Mathematical formulation and parametric analysis of in vitro cell models in microfuidic devices: application to diferent stages of glioblastoma evolution
Ayensa Jiménez, Jacobo; Pérez-Aliacar, M.; Randelovic, T.; Oliván, S.; Fernández, L.; Sanz Herrera, José Antonio; Ochoa, I.; Doweidar, M.H. (Nature Research, 2020)In silico models and computer simulation are invaluable tools to better understand complex biological processes such as ...
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Understanding glioblastoma invasion using physically-guided neural networks with internal variables
Ayensa Jiménez, Jacobo; Doweidar, Mohamed Hamdy; Sanz Herrera, José Antonio; Doblare, M. (Public Library Science, 2022-04)Microfluidic capacities for both recreating and monitoring cell cultures have opened the door to the use of Data Science ...