Interpretable Polynomial Neural Ordinary Differential Equations. - Colby Fronk; Linda R. Petzold (CoRR, 2022)

Training Stiff Neural Ordinary Differential Equations with Implicit Single-Step Methods. - Colby Fronk; Linda R. Petzold (CoRR, 2024)

Performance Evaluation of Single-step Explicit Exponential Integration Methods on Stiff Ordinary Differential Equations. - Colby Fronk; Linda R. Petzold (CoRR, 2024)

Training Stiff Neural Ordinary Differential Equations with Explicit Exponential Integration Methods. - Colby Fronk; Linda R. Petzold (CoRR, 2024)

Bayesian polynomial neural networks and polynomial neural ordinary differential equations. - Colby Fronk; Jaewoong Yun; Prashant Singh; Linda R. Petzold (PLoS Comput. Biol., 2024)

The Vanishing Gradient Problem for Stiff Neural Differential Equations. - Colby Fronk; Linda R. Petzold (CoRR, 2025)