Senior Research Engineer
Daniele Grandi is a Sr. Research Engineer at Autodesk Research. In the Industry Futures team, Daniele works at the intersection of AI/ML and mechanical engineering, through strategic engagements with academic labs. He is interested in finding ways to capture design knowledge, understand design intent, and support design exploration from CAD data by leveraging machine learning methods.
Daniele has a background in Data Science, Mechanical Engineering, and generative design methods, and his previous work includes an engineering consulting role for a metal additive manufacturing (AM) startup, focusing on design, simulation, and optimization of mechanical assemblies.
Material Prediction For Design Automation Using Graph Representation Learning
Successful material selection is critical in designing and…
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
Physical products are often complex assemblies combining a multitude…
Classifying Component Function in Product Assemblies With Graph Neural Networks
Function is defined as the ensemble of tasks that enable the product…
GAMMA: Space Exploration Lander
Exploring new approaches to design and manufacturing processes for…
Project Dreamcatcher: Generative Design Solutions in CAD
What if a CAD system could generate thousands of design options that…
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