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KAN: Kolmogorov-Arnold Networks
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KAN: Kolmogorov-Arnold Networks
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Ziming Liu, Yixuan Wang +6 more
cs.LG
2024
arXiv:2404.19756
Code
· 16k★
· updated 2y ago
Details ▸
Details ▴
Knot Theory Signature Accuracy:
81.6%
· Knot Signature Dataset
Parameter Count (Knot Theory):
200
· Knot Signature Dataset
Scaling Law Exponent:
α = 4
· Synthetic Function Fitting
PDE Solver L2 Error:
10^-7
· Poisson Equation
Knot Theory Signature Accuracy:
81.6%
· Knot Signature Dataset
Parameter Count (Knot Theory):
200
· Knot Signature Dataset
Scaling Law Exponent:
α = 4
· Synthetic Function Fitting
PDE Solver L2 Error:
10^-7
· Poisson Equation