1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 1 cited
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…
cs.LG2020
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…