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About this paper
Konstantinos Gavriil, Ruslan Guseinov, Jesús Pérez, Davide Pellis, Paul Henderson, Florian Rist, Helmut Pottmann, Bernd Bickel
The authors present an interactive tool for designing cold-bent glass façades, using a mixture density network to predict panel shape and stress from frame boundaries. In the modeled NHHQ design, optimization reduced panels above 65 MPa from 1,517 to 874; one tested panel’s shape matched simulation within 0.12 mm, a check that does not establish full-façade safety or stress accuracy.
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