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Research

Structures that move, compute, and adapt.

Research portfolio

Mechanics as a source of intelligence.

These projects investigate how structures can sense, decide, move, and reconfigure through their physical design.

Golden Ratio Yoshimura folded, deployed, and reconfigured into load-bearing shapes

Deployable structures · Origami

Golden Ratio Yoshimura

A generalized Yoshimura pattern that deliberately breaks conventional flat-foldability constraints to create metastable, load-bearing configurations.

At the golden-ratio sector angle, a boom with m modules can theoretically access 8^m geometrically distinct configurations; prototypes demonstrate compact deployment, reconfiguration, and structural load bearing.

OrigamiMetastabilityReconfigurable structures
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Entangling origami tentacle robotic gripper

Robotic manipulation · Entanglement

Entangling Origami Tentacles

A 16-tentacle, tendon-driven origami gripper that uses programmed coiling and stochastic entanglement to capture objects across extreme variations in scale and environment.

Mechanics-based folding models and Cosserat-rod simulations connect crease design to looping, braiding, and robust grasping behavior.

GraspingCosserat rodsCubeSat deployment
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Electronics-free shape memory alloy soft crawler

Soft locomotion · Smart materials

Electronics-Free SMA Soft Crawler

A soft crawler whose mechanical circuit autonomously produces coordinated rhythmic motion from a constant DC input - without electronics or a microcontroller.

Snap-through curved beams amplify the stroke of SMA coils, while modular coordination increases the distance traveled per cycle.

SMASnap-throughController-free locomotion
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Nature Communications perspective on embodying physical computing into soft robots

Soft robotics · Physical computing

Embodied Physical Computing for Soft Robots

A unifying framework for building sensing, control, and computation into soft robotic bodies, reducing their dependence on conventional rigid electronics.

The framework links input encoding, a reprogrammable physical computing kernel, and output decoding across analog oscillators, physical reservoir computing, and physical algorithmic computing.

Embodied intelligenceMechanical computingSoft robotics
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Related research

Research extending the same themes of mechanics and physical intelligence.

Physical computing · Compliant structures

Fiber Network Reservoir Computer

Exploratory work on compliant fiber networks that use nonlinear, memory-rich deformation to process time-varying inputs directly in their physical structure.

Reservoir computingFiber networksEmbodied AI