Colby Fronk
6PUBLICATIONS
1CO-AUTHORS
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Publications (6)
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|Nov 07, 2025
The vanishing gradient problem for stiff neural differential equations.Colby Fronk, Linda Petzold
|Jul 18, 2025
Training stiff neural ordinary differential equations with explicit rational Taylor series methods.Colby Fronk, Linda Petzold
|Mar 25, 2025
Training stiff neural ordinary differential equations with explicit exponential integration methods.Colby Fronk, Linda Petzold
|Dec 13, 2024
Training stiff neural ordinary differential equations with implicit single-step methods.Colby Fronk, Linda Petzold
|Oct 10, 2024
Bayesian polynomial neural networks and polynomial neural ordinary differential equations.Colby Fronk, Jaewoong Yun, Prashant Singh
|Apr 25, 2023
Interpretable polynomial neural ordinary differential equations.Colby Fronk, Linda Petzold
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