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20202026
most citedWhen and why PINNs fail to train: A neural tangent kernel perspective

121 citations · 150 across the 14 of their papers we have counts for

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physics.optics2024★ 6 cited

Photonic KAN: a Kolmogorov-Arnold network inspired efficient photonic neuromorphic architecture

Yiwei Peng, Sean Hooten, Xinling Yu +7

Kolmogorov-Arnold Networks (KAN) models were recently proposed and claimed to provide improved parameter scaling and interpretability compared to conventional multilayer perceptron…