Blog

Terms of Service

© 2024 ThinkParametric, Inc. All rights reserved.

Panel Clustering Using Machine Learning: Soumaya Museum Facade Design Course

$289yearly

Full access.Certification & Evaluations.Free updates.Includes full access and free updates.

Over 800+ lessons — A complete collection of courses on all the leading technology platforms and demanded skills in the industry.
Certification & Evaluations — Access to evaluation tools that provide a certificate of completion upon an approbatory grade.
Unlimited access — Unrestricted access to all our current course offerings, plus any new courses we add in the future.

Introduction and creating the basic facade shape

Populating the facade with hexagonal panels using Lunchbox

Hexagon creation method explained using sphere-packing

Creating similar shaped hexagons using Kangaroo - part 1

Creating similar shaped hexagons using Kangaroo - part 2

Implementing our Kangaroo forces onto our facade - part 1

Implementing our Kangaroo forces onto our facade - part 2

Running the simulation in Kangaroo and baking our facade geometry to Rhino

Trimming the panels near the edges of the facade

Machine Learning and Supervised/Unsupervised learning explained

Our clustering method explained: Gaussian Mixture Model

Clustering some simple triangular shapes using the Gaussian Mixture Model

Implementing the clustering rules on our facade panels - part 1

Implementing the clustering rules on our facade panels - part 2

Refining our clustering method

Standardizing our facade by generating one panel per group

Standardizing the spacing between the panels

Introduction and creating the basic facade shape

https://www.rhino3d.com/
http://www.grasshopper3d.com/
https://www.food4rhino.com/app/anemone
https://www.food4rhino.com/app/lunchbox
https://www.food4rhino.com/app/meshedit
http://www.giuliopiacentino.com/weaverbird/

Questions