9 citations · 11 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2021★ 2 cited
Parameter identification for a damage model using a physics informed neural network
Carlos J. G. Rojas, Marco L. Bitterncourt, José L. Boldrini
This work applies concepts of artificial neural networks to identify the parameters of a mathematical model based on phase fields for damage and fracture. Damage mechanics is the p…
physics.flu-dyn2021★ 9 cited
Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations
Carlos J. G. Rojas, Andreas Dengel, Mateus Dias Ribeiro
Reduced order models play an important role in the design, optimization and control of dynamical systems. In recent years, there has been an increasing interest in the application…