ISSUE 02SUNDAY, APRIL 5, 2026PRINT 06.2026

GEOMDIGEST

THE INSIDER PUBLICATION FOR COMPUTATIONAL GEOMETRY, DESIGN, AND PRINT

This profile was auto-generated from public data. Prof. Caitlin Mueller, is this you?
GEOM DIGEST / RESEARCHERS / CAITLIN MUELLER
Prof.

Caitlin Mueller

Associate Professor; Director, Digital Structures Group
Structural DesignML for GeometryGenerative DesignSimulation
138Papers
2,126Citations
23h-Index
79Repro Score
About

Caitlin Mueller is an Associate Professor in the Building Technology Program at MIT (holding joint appointments in Architecture and Civil & Environmental Engineering) and the director of the Digital Structures research group. Working at the intersection of architecture and structural engineering, her research pioneers the integration of machine learning, data analytics, and computational mechanics to synthesize architectural intent with structural performance early in the design process. Her work strongly advocates for reducing embodied carbon in buildings through design optimization and structurally informed digital manufacturing. She holds degrees from MIT and Stanford and previously practiced as a structural designer at Simpson Gumpertz & Heger.

Reproducibility IndexAudited
79
Strong
out of 100
Papers with public code54/98
Papers with public data22/98
Based on audited counts of papers with public code, public data, and the freshness of the last review. Methodology -> Updated 2026-02-01.
Research Skills
Computational design synthesisStructural optimizationMachine learning in AECStructurally informed digital fabricationEmbodied carbon reductionBuilding performance simulation
Links
Website ↗Google Scholar ↗GitHub ↗X / Twitter ↗
Research Focus
Structural Design
ML for Geometry
Generative Design
Simulation
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