SplineNet constructs a neural network whose architecture exactly reproduces isogeometric spline basis functions via Bézier extraction, enabling both data-free PDE solving and operator learning for complex shell structures.
John Wiley & Sons, Chich- ester, UK (2009)
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SplineNet: An Isogeometric Deep Learning Method for Complex Shells
SplineNet constructs a neural network whose architecture exactly reproduces isogeometric spline basis functions via Bézier extraction, enabling both data-free PDE solving and operator learning for complex shell structures.