Colby Fronk

Orcid: 0000-0002-5943-1257

According to our database1, Colby Fronk authored at least 6 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2025
The Vanishing Gradient Problem for Stiff Neural Differential Equations.
CoRR, August, 2025

2024
Bayesian polynomial neural networks and polynomial neural ordinary differential equations.
PLoS Comput. Biol., 2024

Training Stiff Neural Ordinary Differential Equations with Explicit Exponential Integration Methods.
CoRR, 2024

Performance Evaluation of Single-step Explicit Exponential Integration Methods on Stiff Ordinary Differential Equations.
CoRR, 2024

Training Stiff Neural Ordinary Differential Equations with Implicit Single-Step Methods.
CoRR, 2024

2022
Interpretable Polynomial Neural Ordinary Differential Equations.
CoRR, 2022


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