@inproceedings{a907addb6a854463b944683b506dfedf,
title = "Bayesian Optimization for Signal Transmission including Crosstalk in a Via Array",
abstract = "Signal integrity is becoming an important aspect of EMC engineering of digital systems. The signal integrity performance of printed circuit board links is influenced by a large number of design choices. Bayesian Optimization is a method that can optimize a large number of parameters in a reasonable amount of time. In this work it is shown that Bayesian Optimization can be used for the optimization of interconnect models with respect to their transmission and crosstalk performance. The first example is the optimization of the transmission of a single via. The second example is a 10 by 10 via array where the optimization includes transmission and crosstalk. The results obtained with the Bayesian Optimization are compared with the results of a Genetic Algorithm and with design guidelines derived from a physical perspective.",
author = "Katharina Scharff and Torun, {Hakki M.} and Cheng Yang and Madhavan Swaminathan and Christian Schuster",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, EMC EUROPE 2020 ; Conference date: 23-09-2020 Through 25-09-2020",
year = "2020",
month = sep,
day = "23",
doi = "10.1109/EMCEUROPE48519.2020.9245762",
language = "English (US)",
series = "Proceedings of the 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, EMC EUROPE 2020",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "Proceedings of the 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, EMC EUROPE 2020",
address = "United States",
}