Jacobo Ayensa-Jiménez

Universidad de Zaragoza — Spain

Mathematics · Physical Sciences

9h-index235citations47works1.52yr avg
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Research Topics

Mathematical Biology Tumor Growth(15), 3D Printing in Biomedical Research(9), Model Reduction and Neural Networks(9), Machine Learning in Materials Science(8), Neural Networks and Applications(6)

Publications47 total

A phenomenological mathematical framework to model homeostasis as a robust, adaptive control system. Similarities with continuum nonlinear physics with internal variables
Mechanics of Materials·2025
Desarrollo de un modelo computacional basado en agentes de interacción célula - sustrato para el estudio de la tensotaxis y durotaxis
Jornadas de jóvenes investigadores del I3A·2025Open Access
Construyendo una herramienta para extraer marcadores en el desarrollo embrionario
Jornadas de jóvenes investigadores del I3A·2025Open Access
An Overview from Physically-Based to Data-Driven Approaches of the Modelling and Simulation of Glioblastoma Progression in Microfluidic Devices
Archives of Computational Methods in Engineering·2025· 1 citedOpen Access
Computer vision for automatic identification of blastocyst structures and blastocyst formation time in In-Vitro Fertilization
Computers in Biology and Medicine·2025· 4 citedOpen Access
Towards the best enzymatic treatment prior to ovarian tissue cryopreservation. A statistical and model-based analysis
Theriogenology·2025Open Access
On the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems
Mechanics of Materials·2025· 2 citedOpen Access
On the equivalence between agent-based and continuum models for cell population modeling. Application to glioblastoma evolution in microfluidic devices
2024· 1 citedOpen Access
Modelling glioblastoma resistance to temozolomide. A mathematical model to simulate cellular adaptation in vitro
Computers in Biology and Medicine·2024· 9 citedOpen Access
Predicting and explaining nonlinear material response using deep physically guided neural networks with internal variables
Mathematics and Mechanics of Solids·2024· 3 cited
Design of Treatments for Overcoming Drug Resistance in Glioblastoma Cultures with a Mathematical Model of Cellular Adaptation
Lecture notes in computational vision and biomechanics·2024
Computer Vision for Automatic Identification of Blastocyst Structures and Blastocyst Formation Time in In-Vitro Fertilization
SSRN Electronic Journal·2024Open Access
Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures
Lecture notes in computer science·2024
Modelling glioblastoma resistance to temozolomide. Combination of spheroid and mathematical models to simulate cellular adaptation in vitro
2023· 3 citedOpen Access
Comment on “Mechanotransduction in tumor dynamics modeling” by B. Blanco, H. Gomez, J. Melchor, R. Palma, J. Soler, G. Rus
Physics of Life Reviews·2023Open Access
A Mathematical Modelling Study of Chemotactic Dynamics in Cell Cultures: The Impact of Spatio-temporal Heterogeneity
Bulletin of Mathematical Biology·2023· 1 citedOpen Access
Nanoparticles Stokes radius assessment through permeability coefficient determination within a new stratified epithelium on-chip model
Artificial Cells Nanomedicine and Biotechnology·2023· 8 citedOpen Access
Segmentation of the blastocyst structures using Image Processing and Machine Learning tools
Civil-comp conferences·2023Open Access
Predicting and explaining nonlinear material response using deep Physically Guided Neural Networks with Internal Variables
arXiv (Cornell University)·2023· 1 citedOpen Access
Modelling cell adaptation using internal variables: Accounting for cell plasticity in continuum mathematical biology
Computers in Biology and Medicine·2023· 7 citedOpen Access
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Frequent Co-authors

M. Doblaré(40), Mohamed H. Doweidar(23), Marina Pérez-Aliacar(19), Jose A. Sanz‐Herrera(12), Ignacio Ochoa(8), Teodora Ranđelović(7), María Villota(5), Sara Oliván(4), Jónathan Heras(4), Luis J. Fernández(3), Clara Malo(3), Juan Mora‐Macías(2), Esther Reina-Romo(2), Jaime Domínguez(2), Estibaliz Fernández-Carro(2), R. Salomon-Cambero(2), L. Armero(2), Héctor Castro-Abril(2), M.Á. Martínez(2), Clara Alcaine(2)