Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Colby Fronk

6PUBLICATIONS
1CO-AUTHORS
Numerical solution of differential and integral equationsSolid mechanicsNeural networks
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (6)

Sort by Publication Date:
|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

Pageof 1

Frequent Collaborators

5 joint publications

Linda Petzold

Frequent Collaborators

5 joint publications

Linda Petzold

Top Related Videos

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on : Jun 21, 2022

2.1K
Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on : Oct 28, 2022

1.8K
Designing and Implementing Nervous System Simulations on LEGO Robots
10:34

Designing and Implementing Nervous System Simulations on LEGO Robots

Published on : May 25, 2013

15.0K
See more related videos

Top Related Videos

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on : Jun 21, 2022

2.1K
Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
06:45

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on : Oct 28, 2022

1.8K
Designing and Implementing Nervous System Simulations on LEGO Robots
10:34

Designing and Implementing Nervous System Simulations on LEGO Robots

Published on : May 25, 2013

15.0K
See more related videos