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AI-Driven Computational Design
Elevate and optimize design and production processes for your organization through state-of-the-art AI methods for design, engineering, and advanced manufacturing.
START DATE
September 3, 2024
DURATION
3 weeks
COMMITMENT
6-8 hours per week
PRICE
US$1,800
LANGUAGE
English
FORMAT
Live Online
AI-Driven Computational Design
The AI-Driven Computational Design course aims to elevate and optimize design and production processes for organizations through state-of-the-art AI methods for design, engineering, and advanced manufacturing. This course is designed for mid-career professionals with a background in engineering or design, working in industries such as automotive, aerospace, consumer electronics, or any field where design and manufacturing play a crucial role.
Participants will learn the skills to address the following key takeaways in their organizations:
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- Improve product development times
- Improve product quality
- Increase workforce productivity
- Reduce R&D costs
- Increase workforce engagement
THROUGHOUT THIS COURSE, YOU WILL:
- Learn how to represent parametric and procedural designs and explore generative AI methods to represent design spaces.
- Design objects using generative design methods.
- Learn how to predict design performance using virtual testing, numerical simulation, and AI surrogate methods.
- Delve into performance-driven design workflow and principles of generative and inverse design.
- Learn how to use machine learning for the design of physical experiments and design optimization.
- Understand how to develop an intelligent design and manufacturing workflow by integrating cutting-edge AI and machine learning techniques.
- Understand how to convert digital designs to manufacturing instructions.
- Recognize the capabilities and limitations of current advanced manufacturing hardware.
THIS COURSE IS AIMED AT
- Professionals empowered to drive organizational or industrial progress through AI in Design and Manufacturing.
- Professionals in sectors such as automotive, aerospace, and information technology, directly influenced by digital/advanced manufacturing.
- Engineers, designers, product managers, and educators in industries transforming ideas into tangible products.
- Professionals from relevant fields that encompass consumer products, medical devices, electronics, architecture, and defense, among others.
CERTIFICATE
MEET YOUR INSTRUCTOR
WOJCIECH MATUSIK
Professor at the Department of Electrical Engineering and Computer Science
THE MIT XPRO LEARNING EXPERIENCE
WHAT IS THE COURSE COMPRISED OF?
The AI-Driven Computational Design course follows intricately crafted sessions that address developing intelligent design and manufacturing workflows.
- Session 1 – September 3, 2024 10:00 – 11:30am EST.
- Introduction to Computational Design
- Design representation
- Session 2 – September 5, 2024 10:00 – 11:30am EST.
- Design Spaces
- Session 3 – September 10, 2024 10:00 – 11:30am EST.
- Generative AI for learning design spaces
- Session 4 – September 12 , 2024 10:00 – 11:30am EST.
- Mapping design to performance metrics
- Session 5 – September 17, 2024 10:00 – 11:30am EST.
- Design optimization (Inverse design)
- Session 6 – September 19, 2024
- The learners would have the option to pick one or attend both sessions
- 6a – Focused on generative AI for design 10:00 – 11:30am EST.
- 6b – Focused on generative AI for manufacturing 12:00pm 1:30pm EST.
The learners would have the option to pick one or attend both session.
