10 citations · 13 across the 3 of their papers we have counts for
3 papers
Clifford Kolmogorov-Arnold Networks
Matthias Wolff, Francesco Alesiani, Christof Duhme +1
We introduce Clifford Kolmogorov-Arnold Network (ClKAN), a flexible and efficient architecture for function approximation in arbitrary Clifford Algebra spaces. We propose the use o…
CVKAN: Complex-Valued Kolmogorov-Arnold Networks
Matthias Wolff, Florian Eilers, Xiaoyi Jiang
In this work we propose CVKAN, a complex-valued Kolmogorov-Arnold Network (KAN), to join the intrinsic interpretability of KANs and the advantages of Complex-Valued Neural Networks…
Bridging between Load-Flow and Kuramoto-like Power Grid Models: A Flexible Approach to Integrating Electrical Storage Units
Katrin Schmietendorf, Oliver Kamps, Matthias Wolff +3
In future power systems, electrical storage will be the key technology for balancing feed-in fluctuations. With increasing share of renewables and reduction of system inertia, the…