Industrial systems are increasingly instrumented, and their digital twins enable real-time diagnostics and rapid, accurate predictions. These twins are built around complex models that often need to be reduced in order to be usable in real time.
The AITech Ready program aims to develop the skills needed for model reduction and hybrid modeling of industrial systems in order to innovate in an international industrial business context.
After a period of theoretical training conducted remotely and in English, learners apply their knowledge in a mini-project supervised by an Arts et Métiers academic tutor. They are then mentored and monitored by the same tutor during a 4- to 6-month professional immersion program based on workplace training pedagogy (reflective analysis, progress monitoring, etc.).
AITECH READY TRAINING OBJECTIVES
Upon completion of the program, graduates will be able to develop water models of systems derived from engineering sciences, combining physical and data-based approaches, enabling real-time decision-making, rapid and accurate predictions, and preparation for the integration of the developed models into immersive environments.
To do so, he will need to:
- Acquire the scientific background, methods, and tools necessary to implement model reduction and machine learning techniques to build models.
- Implement hybrid models, ready to be inserted into an immersive environment
- Proposing innovations in an international industrial business context
PREREQUISITES
- Master's degree (or equivalent) in science or engineering
- Bachelor's degree (or equivalent) in science or engineering with at least 5 years of professional experience in the industrial field
TEACHING METHODS
The program uses a teaching approach based on "learning by doing," through academic projects and immersion in a company's R&D department or research laboratory. Distance learning and mini-projects at the Master's and Doctorate levels are offered in parallel with the immersion periods. All teaching activities are conducted in English.
- The training will use the following teaching methods:
- Asynchronous distance learning (e-learning) theoretical input
- Academic tutoring ( Arts et Métiers staff) and professional tutoring (host company and laboratory). One or more tutors will be assigned to each candidate to help them carry out their projects.
- A digital platform for sharing experiences, work reports, and additional information
TARGET AUDIENCE
- Managers and technicians in need of upskilling
- Recent graduates seeking their first professional experience
PROGRAM
The program is organized into four certificates. Two scientific and methodological certificates consist of at least 20 hours of distance learning and 30 hours of mini-projects supervised by an Arts et Métiers teacher-researcher Arts et Métiers in the field. The mini-project can be carried out in a company, research laboratory, or any other location chosen by the learner.
- Certificate 1: Model Reduction for Advanced Engineering, which aims to provide students with the methods and tools needed to implement model reduction techniques in engineering science systems.
- Certificate 2: Data-driven models for advanced engineering, which aims to provide students with the methods and tools needed to implement data-driven engineering science system models.
Two certificates in personal and professional skills development consisting of a 4- to 6-month period of immersion in a company's R&D department or a research laboratory, supervised by an Arts et Métiers teacher-researcher Arts et Métiers in the field.
- Certificate 3: Immersion period allowing students to discover a professional, cultural, and practical environment in order to develop the skills necessary to innovate through the implementation of the hybrid twin concept.
- Certificate 4: Same objective as the first immersion period, but the taxonomic level of the objectives is higher.
ASSESSMENT METHODS
Success in the certificates is validated by learning achievement assessment sheets.
CAREER OPPORTUNITIES
Corporate R&D engineers, doctoral thesis in the field of hybrid modeling...
DATE AND DURATION
Starting in September 2023 for 12 months.
TRAINING COSTS
- Program registration (4 certificates): €12,500
- Certificate enrollment: €3,900
CONTACT
- Address: 151 Boulevard de l'Hôpital, 75013 Paris
- Email: ContactAMTALENTS@ensam.eu
ADMISSIONS
- If you are applying for the first time and do not have an account ⇒ register online to receive a password to apply.
- If you have an account ⇒ go to the online application portal
