most citedCan KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)

38 citations · 41 across the 4 of their papers we have counts for

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cs.LG2026

Flow-based conditional cardiac anatomy generation for virtual cohorts

Konstantinos Kevopoulos, Beatrice Moscoloni, Benjamin Alheit +4

Cardiac digital twin research is moving from subject-specific anatomical replicas toward virtual cohorts that represent clinically relevant population subgroups. Yet access to repr…

cs.LG2025★ 38 cited

Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)

Prakash Thakolkaran, Yaqi Guo, Shivam Saini +3

Traditional constitutive models rely on hand-crafted parametric forms with limited expressivity and generalizability, while neural network-based models can capture complex material…