Lance E. Champagne

Air Force Institute of Technology

Wright-Patterson AFB

OH

United States

SCHOLARLY PAPERS

4

DOWNLOADS

169

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

A Unified Digital Twin Approach Incorporating Virtual, Physical, and Prescriptive Analytical Components to Support Adaptive Real-Time Decision-Making

Number of pages: 28 Posted: 28 Jun 2023
Ryan B. Walton, Frank W. Ciarallo and Lance E. Champagne
Air Force Institute of Technology, Air Force Institute of Technology and Air Force Institute of Technology
Downloads 58 (692,835)

Abstract:

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Digital twin, Simulation, augmented/virtual reality, real-time decision-making

2.

Simulating Autonomous Drone Behaviors in an Anti-Access Area Denial (A2ad) Environment

Number of pages: 20 Posted: 02 Dec 2023
Alexander Martinez, Lance E. Champagne and Phillip LaCasse
Air Force Institute of Technology, Air Force Institute of Technology and Air Force Institute of Technology
Downloads 46 (766,045)

Abstract:

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autonomous systemsagent based modelingcontested environment A2AD

3.

A Comparison of Quaternion Neural Network Backpropagation Algorithms

Number of pages: 15 Posted: 05 Feb 2023
Jeremiah Bill, Bruce A. Cox and Lance E. Champagne
Air Force Institute of Technology, Air Force Institute of Technology and Air Force Institute of Technology
Downloads 41 (801,250)

Abstract:

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Clifford Algebra, Clifford Neural Networks, Design of experiments, Geometric Algebra, GHR Calculus, Quaternion Neural Networks

4.

Screening Designs for Image Augmentations to Maximize Accuracy of a Convolutional Neural Network Using Limited Data

Number of pages: 16 Posted: 20 Dec 2022
Rachel Ramirez, Bruce A. Cox and Lance E. Champagne
Air Force Institute of Technology, Air Force Institute of Technology and Air Force Institute of Technology
Downloads 24 (946,760)

Abstract:

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Design of experiments, definitive screening design, Image classification, image augmentation, Convolutional neural networks, Linear Regression