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Surrogate physics-based models

azienda Thesis in external company    


keywords COMPUTATIONAL ELECTROMAGNETICS, ALGORITHMS

Reference persons GIUSEPPE VECCHI, FRANCESCA VIPIANA

External reference persons G. Giordanengo (Istituto Superiore Mario Boella)

Research Groups Applied Electromagnetics, CCNE - COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING

Thesis type MASTER THESIS

Description During the design and test phases, engineers need to perform extensive experimental and simulation campaigns of the objective varying many design parameters. To alleviate the experimental and computation burden, surrogate model(1) are often used, as a way to approximate the outcome of interest as a function of the design parameters. This thesis aims at expanding a technique, recently developed to hybridize measured data and simulations(2), in order to build surrogate models specifically tailored for the problem of interest.

(1) http://www.sumo.intec.ugent.be/home
(2) L. J. Foged, L. Scialacqua, M. Bandinelli, M. Bercigli, F. Vipiana, G. Giordanengo, M. Sabbadini, and G. Vecchi, “Numerical Model Augmentend RF Test Techniques,” in 6th European Conference on Antennas and Propagation, EuCAP, March 2012.

See also  http://www.ismb.it/en/node/2293

Required skills - MS students in Telecommunication Engineering, Electronic Engineering, Computer Science, Mathematics or equivalent
- Experience with main programming languages (Matlab /Fortran/C/C++)
- Basic knowledge of EM fields
- Good knowledge of linear algebra and linear systems

Notes Expected duration: 6 months.
The thesis will be developed at Istituto Superiore Mario Boella, Antenna and EMC Lab.


Deadline 03/01/2020      PROPONI LA TUA CANDIDATURA




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