DeCoDE Lab
MIT

2.155 AI & ML for Engineering Design

Fall 2025 · MIT Mechanical Engineering · 12 Units

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About This Course

This course explores practical applications of AI and machine learning within engineering design contexts. Students examine how these technologies facilitate product creation and solve engineering challenges. Key elements include advanced machine learning and optimization strategy implementation, a term project applying AI techniques to complex problems, hands-on exercises addressing domain-specific engineering issues including robotics, aircraft structures, and metamaterials, and student-led research paper discussions.

Teaching Team

Faez Ahmed
Faez Ahmed

Associate Professor of Mechanical Engineering

Lyle Regenwetter
Lyle Regenwetter

Teaching Assistant

Amin Heyrani Nobari
Amin Heyrani Nobari

Teaching Assistant

Ghadi Nehme
Ghadi Nehme

Teaching Assistant

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