arxivcs.LGmath.NA2026-07-07
SplineNet: An Isogeometric Deep Learning Method for Complex Shells
We present a novel isogeometric deep learning method, termed SplineNet, for the seamless design and analysis of shell structures with complex geometries. The proposed approach is built upon watertight spline representations, e.g., analysis-suitable unstructured T-splines, and fea…