most citedPerformance Evaluation of Single-step Explicit Exponential Integration Methods on Stiff Ordinary Differential Equations

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cs.LG2025

The Vanishing Gradient Problem for Stiff Neural Differential Equations

Colby Fronk, Linda Petzold

Gradient-based optimization of neural differential equations and other parameterized dynamical systems fundamentally relies on the ability to differentiate numerical solutions with…