Design of Amorphous Carbon Coatings Using Gaussian Processes and Advanced Data Visualization

Design of Amorphous Carbon Coatings Using Gaussian Processes and Advanced Data Visualization

In recent years, an increasing number of machine learning applications in tribology and coating design have been reported. Motivated by this, this contribution highlights the use of Gaussian processes for the prediction of the resulting coating characteristics to enhance the design of amorphous carb...

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Bibliographic Details
Main Authors: Christopher Sauer, Benedict Rothammer, Nicolai Pottin, Marcel Bartz, Benjamin Schleich, Sandro Wartzack
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Lubricants
Subjects:
machine learning
amorphous carbon coatings
UHWMPE
total knee replacement
Gaussian processes
Online Access:https://www.mdpi.com/2075-4442/10/2/22

Internet

https://www.mdpi.com/2075-4442/10/2/22

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