Tree-Based Machine Learning Models with Optuna in Predicting Impedance Values for Circuit Analysis

The transmission characteristics of the printed circuit board (PCB) ensure signal integrity and support the entire circuit system, with impedance matching being critical in the design of high-speed PCB circuits. Because the factors affecting impedance are closely related to the PCB production proces...

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Detalles Bibliográficos
Autores principales: Lai, Jung-Pin, Lin, Ying-Lei, Lin, Ho-Chuan, Shih, Chih-Yuan, Wang, Yu-Po, Pai, Ping-Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960110/
https://www.ncbi.nlm.nih.gov/pubmed/36837965
http://dx.doi.org/10.3390/mi14020265

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9960110/
https://www.ncbi.nlm.nih.gov/pubmed/36837965
http://dx.doi.org/10.3390/mi14020265

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