Shakira Tola Oniyangidesign · engineering · research
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Earlier workdesign · Columbia GSAPP · 2019

Liminal Space

Could a model design a space that’s never quite open and never quite closed?

Role
Everything: the idea, the model, the drawings
Course
Generative Design, with Danil Nagy
Timeline
Spring 2019
Links
Video (external link)
Animated generated design: a hexagonal volume of pink cells, solids and voids shifting
Fig. 1One of the designs I kept, cycling through its solids and voids.

01Context

I kept thinking about in-between spaces, the ones that feel exposed one moment and sheltered the next, where light, air and what you can see keep changing as you move. I wanted to see if a model could make one, and whether it would surprise me.

02Approach

I started with an empty box and scattered points through it, split it into cells, and let the model choose which cells turned solid and which stayed open. Then I drew a path through the middle, so a person could actually move through it.

Five steps: empty volume, points, partitioned regions, solids and voids, refined for movement
Fig. 2How the model builds a space, from an empty box to cells shaped around someone walking through.

I gave it three things to want: enough solid to feel enclosed, enough open space to breathe, and a path that stays clear. They pull against each other, which was the point.

Three goals combining into an optimized design
Fig. 3Three goals pulling against each other, and where they landed.
Fifteen generated iterations of the model
Fig. 4A few of the many versions it tried.

03Outcome

Keeping the frame fixed held everything together, but it also limited how different the designs could get. So I spent a lot of time nudging parameters and running new generations to see what came out.

No design got everything it wanted. The ones I kept are the best compromises, and side by side they show the model working the trade-offs out.

Scatter plot of designs by voids and path intersections, next to eight selected designs
Fig. 5Every design it made, plotted by how open it is and how clear the path stays, and the eight I picked.

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