A reduced-order model represents woven weaver interactions via nodes and four stiffness elements (axial, uncrimping, shear, frictional slip), calibrated to 5% agreement on bending and shear data, then used to demonstrate emergent Poisson response, pullout, tearing, and anisotropy.
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 473, 20170348
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OpenPRC provides a schema-driven framework with five modules for GPU physics simulation, experimental vision ingestion, reservoir learning, information analysis, and physics-aware optimization to enable consistent PRC evaluation from simulations and real experiments.
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A Reduced Order Model for Emergent Mechanics in Woven Systems
A reduced-order model represents woven weaver interactions via nodes and four stiffness elements (axial, uncrimping, shear, frictional slip), calibrated to 5% agreement on bending and shear data, then used to demonstrate emergent Poisson response, pullout, tearing, and anisotropy.
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OpenPRC: A Unified Open-Source Framework for Physics-to-Task Evaluation in Physical Reservoir Computing
OpenPRC provides a schema-driven framework with five modules for GPU physics simulation, experimental vision ingestion, reservoir learning, information analysis, and physics-aware optimization to enable consistent PRC evaluation from simulations and real experiments.