2 papers
cs.NE2025
Projective Kolmogorov Arnold Neural Networks (P-KANs): Entropy-Driven Functional Space Discovery for Interpretable Machine Learning
Alastair Poole, Stig McArthur, Saravan Kumar
Kolmogorov-Arnold Networks (KANs) relocate learnable nonlinearities from nodes to edges, demonstrating remarkable capabilities in scientific machine learning and interpretable mode…
cond-mat.mes-hall2025
Imaging current flow and injection in scalable graphene devices through NV-magnetometry
Kaj Dockx, Michele Buscema, Saravana Kumar +7
The global electronic properties of solid-state devices are strongly affected by the microscopic spatial paths of charge carriers. Visualising these paths in novel devices produced…