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

Michelle Girvan

3PUBLICATIONS
6CO-AUTHORS
Deep learningContext learningIntegrable systems (classical and quantum)
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (3)

Sort by Publication Date:
|Jul 09, 2021
Using data assimilation to train a hybrid forecast system that combines machine-learning and knowledge-based components.

Alexander Wikner, Jaideep Pathak, Brian R Hunt

|Jun 04, 2020
Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems.

Alexander Wikner, Jaideep Pathak, Brian Hunt

|Jun 04, 2019
Complexity reduction ansatz for systems of interacting orientable agents: Beyond the Kuramoto model.

Sarthak Chandra, Michelle Girvan, Edward Ott

Pageof 1

Frequent Collaborators

2 joint publications

Alexander Wikner

2 joint publications

Jaideep Pathak

2 joint publications

Istvan Szunyogh

1 joint publications

Sarthak Chandra

1 joint publications

Troy Arcomano

1 joint publications

Edward Ott

Frequent Collaborators

2 joint publications

Alexander Wikner

2 joint publications

Jaideep Pathak

2 joint publications

Istvan Szunyogh

1 joint publications

Sarthak Chandra

Top Related Videos

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling (SAHM)
12:26

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling (SAHM)

Published on : Oct 11, 2016

13.5K
Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on : Jul 22, 2025

2.0K
Organotypic Tissue Model Systems for Investigating Host-Pathogen Interactions <em>In Vitro</em>
08:41

Organotypic Tissue Model Systems for Investigating Host-Pathogen Interactions <em>In Vitro</em>

Published on : Mar 28, 2025

1.1K
See more related videos

Top Related Videos

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling (SAHM)
12:26

Integrating Remote Sensing with Species Distribution Models; Mapping Tamarisk Invasions Using the Software for Assisted Habitat Modeling (SAHM)

Published on : Oct 11, 2016

13.5K
Constructing and Visualizing Models using Mime-based Machine-learning Framework
06:19

Constructing and Visualizing Models using Mime-based Machine-learning Framework

Published on : Jul 22, 2025

2.0K
Organotypic Tissue Model Systems for Investigating Host-Pathogen Interactions <em>In Vitro</em>
08:41

Organotypic Tissue Model Systems for Investigating Host-Pathogen Interactions <em>In Vitro</em>

Published on : Mar 28, 2025

1.1K
See more related videos