Learning Reduced Order Dynamics via Geometric Representations
Imran Nasim, Melanie Weber
SCML 2024
Molecular relaxation of a copolymer designed for nano-electromechanical systems was chemically confined by varying the spacing between cross-links, δ c. A critical cross-link spacing of 1-3 nm marks a transition in the nano-mechanical properties evaluated by atomic force microscopy. The transition reveals an interplay between the cross-link spacing and the length scale for backbone relaxation, ξ α, in cooperatively rearranging regions. For δ c ≫ ξ α, the natural backbone relaxation process is relatively unaffected by the cross-links and a ductile, low hardness behavior results. For δ c ≫ ξ α, the cross-finks directly interfere with backbone relaxation and confine segmental mobility, leading to a brittle, high hardness response. © 2006 American Chemical Society.
Imran Nasim, Melanie Weber
SCML 2024
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