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A Software Framework for Automated Behavioral Modeling of Electronic Devices [Application Notes]

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4 Author(s)
Gorissen, D. ; Dept. of Inf. Technol., Ghent Univ. - IBBT, Ghent, Belgium ; Deschrijver, D. ; Dhaene, T. ; Zutter, D.D.

Behavioral models such as macromodels, surrogate models, metamodels, and response surface models have many applications in diverse research domains such as aerodynamics [1], hydrology [2], mechanical engineering [3], and many more. When considering the design flow of electronic devices, these models are often used to characterize the time- or frequency- dependent behavior of an electronic component while taking all electromagnetic (EM) phenomena into account: crosstalk, attenuation, dispersion, and coupling effects for example [4]. Such models are of crucial importance for efficient design space exploration, design optimization, and sensitivity analysis [5], [6]. A key advantage is that they are calculated independently of the device's physics and that they are valid for over a wide range of design variables, taking into account multiple geometrical layout or substrate features. Additionally, the models can easily be linked together in a model cascade.

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Microwave Magazine, IEEE  (Volume:13 ,  Issue: 6 )