Fiber-based Experimental Models — Parametric Pavilion with Topological Column and Kinematic Canopy
2024 · research-assistant · Parametric Design

Fiber-based Experimental Models — Parametric Pavilion with Topological Column and Kinematic Canopy

Parametric Design · Digital Fabrication · Architecture

A parametric pavilion built from kinematic folding canopy systems and fiber-reinforced ceramic columns. Co-authored research at IASS 2024 with Prof. Castellon. Kangaroo-physics simulation drives the canopy origami; stereotomic CNT-fiber columns hold up the assembly.

Bone-inspired ceramic hollow columns (topology-optimized, robotically fabricated) paired with a kinematic canopy system that adapts to sunlight and wind. Published in the IASS 2024 Symposium.

As computational research assistant at Rice University 2021-2024, collaborating with Professor Juan Jose Castellon.

This research explores innovative approaches to designing and fabricating segmental ceramic hollow columns that integrate structural and ecological functions. Inspired by Miguel Fisac’s pioneering work, the project employs a topological optimization process to refine column geometry, balancing structural performance and aesthetic expression. The methodology combines subtractive manufacturing techniques with robotic precision, enabling modular adaptability and efficient material use.

The research extends to include a kinematic canopy system, which integrates with the column structure to enhance its functionality and adaptability. Leveraging digital twin technology, the project simulates and visualizes the kinematic stages of a moving adaptive canopy. Using advanced computational tools like Kangaroo for Grasshopper, the research conducts form-finding and dynamic simulations to optimize the canopy’s motion and structural behavior — ensuring the canopy can adapt to environmental conditions (sunlight, wind) while maintaining structural stability and aesthetic coherence.

The research was published in the paper: Segmental Ceramic Hollow Structures: Prefabricated Post-tensioned Columns for Ecological Urban Infrastructures (IASS 2024 Symposium).

Inspiration

The research is inspired by the natural evolution process observed in bones, where material and voids are strategically distributed over generations. This adaptation to environmental conditions reflects an intrinsic balance of strength and efficiency — a principle the column design reproduces through computational topology optimization.

column form-finding

Topological column form-finding

The column geometry is refined through iterative topology optimization, producing a family of variants that balance structural performance with material efficiency. Voids are introduced where material is structurally redundant; mass is preserved where forces concentrate. The process yields a design catalogue of optimized shapes.

form-finding detail 1

form-finding details form-finding details form-finding details

Ceramic columns design catalogue with optimized shapes

The optimization process yields a family of variants, each structurally viable and aesthetically distinct.

design catalogue 1 design catalogue 2 design catalogue 3

Robotic-arm simulation and fabrication (with Ceramica Cumella)

The segmental post-tensioned columns are fabricated via subtractive robotic manufacturing, in collaboration with ceramic manufacturer Ceramica Cumella. The fabrication pipeline moves from digital simulation → robotic toolpath → physical ceramic output.

robot simulation

robot fabrication

Fabrication video: youtube.com/watch?v=ATiN7TGZwvQ

Kinematic canopy form-finding

The canopy system is designed as a digital-twin simulation using Kangaroo for Grasshopper. The form-finding process couples physical simulation with environmental inputs — sunlight and wind — so the canopy can adapt its geometry while remaining structurally stable. The canopy integrates seamlessly with the column capital as a single adaptive pavilion.

Canopy video: youtube.com/watch?v=ne-7-3s7RPQ

Outcomes

  • Peer-reviewed publication at IASS 2024 (International Association for Shell and Spatial Structures)
  • Full design catalogue of optimized column variants with fabrication documentation
  • Working robotic-fabrication pipeline — simulation → physical production
  • Kinematic canopy digital twin with environmental responsiveness
  • Flagship portfolio piece — the only published research on this portfolio, spans parametric design + digital fabrication + computational research
  • [[2021-2024-Rice—membrane-form-finding]] — parallel Rice parametric studio work
  • [[2025-Spring—generative-urbanism]] — Rice architecture studio work
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