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2026 1

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Physics-informed, Generative Adversarial Design of Funicular Shells

cs.CE · 2026-04-17 · reject · novelty 5.0

A GAN guided by a surrogate membrane-factor predictor generates 64-by-64 height-map shell shapes, but the physical-constraint implementation and independent validation are insufficient to establish compression-only funicular shells.

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  • Physics-informed, Generative Adversarial Design of Funicular Shells cs.CE · 2026-04-17 · reject · none · ref 12

    A GAN guided by a surrogate membrane-factor predictor generates 64-by-64 height-map shell shapes, but the physical-constraint implementation and independent validation are insufficient to establish compression-only funicular shells.