AI for Acoustics & Vibration

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Advanced Technique Training

Duration: 2 days (14 hours)
Price: 2 100€

Artificial intelligence (AI) is changing the world, but it remains obscure to many people. You’d like to know how it can help you in your acoustics and vibration business, for example, to detect faults in mechanical systems, identify sounds, or improve your product design and NVH optimization processes.

Participant Profile

• Test or simulation technicians
• Test or simulation engineers
• Design office managers

Prerequisites

• Basic knowledge of acoustics
• Basic knowledge of vibration

Sessions

• 17-18 December 2024
• 1-2 July 2025
• 25-26 November 2025

No more than 12 people per session

Evaluation – Award

• Questionnaire in the form of a quiz

• Certificate of achievement

Goals

Understand key AI and machine learning terms to communicate effectively with data scientists
Know the stages of a data science project
Explore AI applications in acoustics and vibration
Know how to transform acoustic and vibration data for machine learning
Understand how the main machine learning algorithms work and how to apply them
Master techniques for training, evaluating and industrially implementing machine learning models

Program

Theoretical basis and definition of terms
Data visualization and analysis method
Calculation of indicators – feature extraction
Principles and specifics of the main machine learning models
Practical implementation: data preparation, training and model evaluation
Industrial deployment of a machine model
Application cases in acoustics and vibration

Presented by

Martin JEANNEROT, PhD

Antoine PURIER

Jean-Baptiste DUPONT, PhD

Registration / cancellation up to 15 days before each session.

Training material & lunches included.

Based on case studies, alternating theory & application exercises.

Our Training Programs

All of our sessions are based on concrete cases from almost 40 years of experience in all industrial sectors

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