Mathematical formulation and parametric analysis of in vitro cell models in microfluidic devices: application to different stages of glioblastoma evolution
Ayensa-Jiménez, Jacobo, Pérez-Aliacar, Marina, Randelovic, Teodora, Oliván, Sara, Fernández, Luis, Sanz-Herrera, José Antonio, Ochoa, Ignacio, Doweidar, Mohamed H, Doblaré, Manuel
Published in Scientific reports (03.12.2020)
Published in Scientific reports (03.12.2020)
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Journal Article
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 H., Doblaré, Manuel
Published in Mathematics (Basel) (01.01.2021)
Published in Mathematics (Basel) (01.01.2021)
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Journal Article
Prediction and identification of physical systems by means of Physically-Guided Neural Networks with meaningful internal layers
Ayensa-Jiménez, Jacobo, Doweidar, Mohamed H., Sanz-Herrera, Jose A., Doblaré, Manuel
Published in Computer methods in applied mechanics and engineering (01.08.2021)
Published in Computer methods in applied mechanics and engineering (01.08.2021)
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Journal Article
Modelling glioblastoma resistance to temozolomide. A mathematical model to simulate cellular adaptation in vitro
Pérez-Aliacar, Marina, Ayensa-Jiménez, Jacobo, Ranđelović, Teodora, Ochoa, Ignacio, Doblaré, Manuel
Published in Computers in biology and medicine (01.09.2024)
Published in Computers in biology and medicine (01.09.2024)
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Journal Article
Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables
Orera-Echeverria, Javier, Ayensa-Jiménez, Jacobo, Doblare, Manuel
Published in arXiv.org (07.08.2023)
Published in arXiv.org (07.08.2023)
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Journal Article
Cell dynamics in microfluidic devices under heterogeneous chemotaxis and growth conditions: a mathematical study
Ayensa-Jiménez, Jacobo, Doweidar, Mohamed H, Doblaré, Manuel, Gaffney, Eamonn A
Published in arXiv.org (08.11.2022)
Published in arXiv.org (08.11.2022)
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Journal Article
On the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems
Ayensa-Jiménez, Jacobo, Doweidar, Mohamed H, Sanz-Herrera, Jose A, Doblaré, Manuel
Published in arXiv.org (23.11.2020)
Published in arXiv.org (23.11.2020)
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Journal Article
Identification of state functions by physically-guided neural networks with physically-meaningful internal layers
Ayensa-Jiménez, Jacobo, Doweidar, Mohamed H, Sanz-Herrera, Jose Antonio, Doblaré, Manuel
Published in arXiv.org (17.11.2020)
Published in arXiv.org (17.11.2020)
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Journal Article