1 citations · 1 across the 3 of their papers we have counts for
3 papers
Cell dynamics in microfluidic devices under heterogeneous chemotaxis and growth conditions: a mathematical study
Jacobo Ayensa-Jiménez, Mohamed H. Doweidar, Manuel Doblaré +1
As motivated by studies of cellular motility driven by spatiotemporal chemotactic gradients in microdevices, we develop a framework for constructing approximate analytical solution…
On the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems
Jacobo Ayensa-Jiménez, Mohamed H. Doweidar, Jose A. Sanz-Herrera +1
Predictive Physics has been historically based upon the development of mathematical models that describe the evolution of a system under certain external stimuli and constraints. T…
Identification of state functions by physically-guided neural networks with physically-meaningful internal layers
Jacobo Ayensa-Jiménez, Mohamed H. Doweidar, Jose Antonio Sanz-Herrera +1
Substitution of well-grounded theoretical models by data-driven predictions is not as simple in engineering and sciences as it is in social and economic fields. Scientific problems…