fig1

Deep learning-based inverse design and forward prediction of bi-material 4D-printed facial shells

Figure 1. (A) Replacement of line matrix in the nasal region of the previously developed facial mask with the curve matrix; (B) Five deformation mechanisms designed by stacking PLA and SMP, showing top view, cross-section, naming, and thicknesses; (C) Definition of connecting frame size, rib end points (L0 = 12 mm), and sweep angle (θ0 = 30°-160°). PLA: Polylactic acid; SMP: shape memory polymer.

Soft Science
ISSN 2769-5441 (Online)
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