A differentiable Mittag-Leffler spectral layer with adaptive budget control and a certified alternating-series remainder, released as the PyTorch package DFSC with scoped numerical and real-data validation.
An analysis of the l1 scheme for the subdiffusion equation with nonsmooth data.IMA Journal of Numerical Analysis, 36(1):197–221, 2016
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DFSC: Error-Controlled Differentiable Mittag-Leffler Propagation for Fractional Scientific Machine Learning
A differentiable Mittag-Leffler spectral layer with adaptive budget control and a certified alternating-series remainder, released as the PyTorch package DFSC with scoped numerical and real-data validation.