Machine Learning Techniques to Solve Mechanical Vibration Problems Using Python
Author:   Baris Aykent
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032156761


Pages:   227
Publication Date:   11 May 2026
Format:   Hardback
Availability:   Not yet available   Availability explained
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Machine Learning Techniques to Solve Mechanical Vibration Problems Using Python


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Author:   Baris Aykent
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032156761


ISBN 10:   3032156769
Pages:   227
Publication Date:   11 May 2026
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

Basics of Machine Learning for Vibration Analysis.- Advanced Signal Preprocessing and Feature Engineering.- Supervised Learning: From Traditional Methods to Feedforward Neural Networks  25.- Deep Learning with Convolutional Neural Networks for Vibration Analysis  30.

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Dr. Baris Aykent

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