de Paula, Rômulo [UNESP]Bustamante, Yesica R.R.Sutili, TiagoFigueiredo, Rafael C.Abbade, Marcelo Luis F. [UNESP]Aldaya, Ivan [UNESP]2023-07-292023-07-292022-01-01Optics InfoBase Conference Papers.http://hdl.handle.net/11449/246710We present an efficient o ptimization m ethod f or t he d esign o f silicon-on-insulator integrated Mach-Zehnder modulators based on a deep neural network that is capable of predicting the main figures of merit from the modulator design variables.engTrabalho apresentado em evento2-s2.0-85146766012