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math.NA2026
Constraint-driven Optimization and Parametrization of Industrial NURBS Geometries via Neural Deformation Field
Federico Tamburlin, Giovanni Canali, Giuseppe Alessio D'Inverno +3
This work presents a differentiable framework for the parametrization and shape optimization of industrial CAD geometries represented by multi-patch NURBS surfaces. The method enab…
math.NA2025
Surrogate models for diffusion on graphs via sparse polynomials
Giuseppe Alessio D'Inverno, Kylian Ajavon, Simone Brugiapaglia
Diffusion kernels over graphs have been widely utilized as effective tools in various applications due to their ability to accurately model the flow of information through nodes an…