Publication | Design Modeling Symposium 2019
Design Loop
Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks
Abstract
Design Loop: Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks
Lorenzo Villaggi, James Stoddart, Pan Zhang, Alex Tessier, David Benjamin
Design Modeling Symposium 2019
This paper extends the applicability of generative design for space planning frameworks for ongoing and guided post-occupancy modifications. It involves the comparison of a graph-based productive-congestion simulation with empirical data and the use of a metaheuristic search algorithm to calibrate and fine-tune simulation parameters for greater accuracy. This methodology is demonstrated through a real-world generative designed case-study and the post-occupancy collection and processing of movement data through custom computer vision workflows.
Download publicationRelated Resources
See what’s new.
2023
Recently Published by Autodesk ResearchersA selection of recently published papers by Autodesk Researchers…
2023
Igniting Imagination and Inspiring the Next Generation in STEMResearch Manager Brandon Cramer discusses how Autodesk Research…
2017
Bionic Partition: The World’s Largest 3D-printed Airplane ComponentDeveloped in collaboration with Airbus, Autodesk, and APWorks, the…
2023
Autodesk Research and DAISY AI at Greenbuild 2022Learn how Autodesk Research and DAISY AI Inc recently showcased the…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us