Peter A Beling

Peter A Beling

University of Virginia

H-index: 31

North America-United States

About Peter A Beling

Peter A Beling, With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Digital Engineering, Cyber Resilience, Intelligent systems, Reinforcement Learning, Prognostics and Health Management.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Systems-Theoretical Formalization of Closed Systems

Human-Agent Teaming: A System-Theoretic Overview

A Framework on Utilizing of Publicly Availability Stream Gauges Datasets and Deep Learning in Estimating Monthly Basin-scale Runoff in Ungauged Regions

A Systems Theoretic Approach to Online Machine Learning

On Extending the Automatic Test Markup Language (ATML) for Machine Learning

Action Over Words: Predicting Human Trust in AI Partners Through Gameplay Behaviors

Digital Engineering Enhanced T&E of Learning-Based Systems

Applying Learning Systems Theory to Model Cognitive Unmanned Aerial Vehicles

Peter A Beling Information

University

Position

Professor of Systems Engineering

Citations(all)

3270

Citations(since 2020)

2310

Cited By

1592

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

81

i10Index(since 2020)

63

Email

University Profile Page

University of Virginia

Google Scholar

View Google Scholar Profile

Peter A Beling Skills & Research Interests

Digital Engineering

Cyber Resilience

Intelligent systems

Reinforcement Learning

Prognostics and Health Management

Top articles of Peter A Beling

Title

Journal

Author(s)

Publication Date

A Systems-Theoretical Formalization of Closed Systems

IEEE Open Journal of Systems Engineering

Niloofar Shadab

Tyler Cody

Alejandro Salado

Peter A Beling

2024/2/23

Human-Agent Teaming: A System-Theoretic Overview

Authorea Preprints

Kiana Jafari Meimandi

Matthew L Bolton

Peter A Beling

2024/1/26

A Framework on Utilizing of Publicly Availability Stream Gauges Datasets and Deep Learning in Estimating Monthly Basin-scale Runoff in Ungauged Regions

Advances in Water Resources

Manh-Hung Le

Hyunglok Kim

Hong Xuan Do

Peter A Beling

Venkataraman Lakshmi

2024/4/9

A Systems Theoretic Approach to Online Machine Learning

arXiv preprint arXiv:2404.03775

Anli du Preez

Peter A Beling

Tyler Cody

2024/4/4

On Extending the Automatic Test Markup Language (ATML) for Machine Learning

arXiv preprint arXiv:2404.03769

Tyler Cody

Bingtong Li

Peter A Beling

2024/4/4

Action Over Words: Predicting Human Trust in AI Partners Through Gameplay Behaviors

Authorea Preprints

Kiana Jafari Meimandi

Matthew L Bolton

Peter A Beling

2024/4/1

Digital Engineering Enhanced T&E of Learning-Based Systems

Laura J Freeman

Paul Wach

Peter Beling Justin Krometis

Jitesh Panchal Atharva Sonanis

2023/5/1

Applying Learning Systems Theory to Model Cognitive Unmanned Aerial Vehicles

Tyler Cody

Peter A Beling

2023/6/20

Implementation Example: Silverfish

Systems Engineering for the Digital Age: Practitioner Perspectives

Tim Sherburne

Megan M Clifford

Peter A Beling

2023/10/8

Active Learning with Combinatorial Coverage

arXiv e-prints

Sai Prathyush Katragadda

Tyler Cody

Peter Beling

Laura Freeman

2023/2

Deterring Adversarial Learning in Penetration Testing by Exploiting Domain Adaptation Theory

Shreyas Bera

Liam Glenn

Abhay Raghavan

Emma Meno

Tyler Cody

...

2023/4/27

On combining automated theorem proving and digital engineering for general intelligence

Tyler Cody

Peter A Beling

2023/6/15

The “FOREST” Concept and Meta‐Model for Lifecycle Evaluation of Resilience

Systems Engineering for the Digital Age: Practitioner Perspectives

Tim Sherburne

Megan M Clifford

Barry M Horowitz

Tom McDermott

Peter A Beling

2023/10/8

A systems theory of transfer learning

IEEE Systems Journal

Tyler Cody

Peter A Beling

2023/1/25

Challenges and Opportunities in the Digital Engineering Simulation Curriculum Development

Hoong Yan See Tao

Nicole Hutchison

Megan Clifford

Geoffrey Kerr

Peter Beling

...

2023/4/17

Towards operational resilience for AI-based cyber in multi-domain operations

Tyler Cody

Peter A Beling

2023/6/12

RL-HAT: A New Framework for Understanding Human-Agent Teaming

Proceedings of the AAAI Symposium Series

Kiana Jafari Meimandi

Matthew Bolton

Peter Beling

2023/10/3

Transfer Distance and Operating Envelopes to Detect Non-Stationarity in Cyber Environments

Stephen Adams

Tyler Cody

Ramin Salman Roughani

Peter A Beling

2023/12/15

Product Herding for Intelligent Systems

Niloofar Shadab

Tyler Cody

Peter Beling

Alejandro Salado

2023

Cascading Negative Transfer in Networks of Machine Learning Systems

Tyler Cody

Peter A Beling

2023/6/6

See List of Professors in Peter A Beling University(University of Virginia)

Co-Authors

H-index: 43
Donald E. Brown

Donald E. Brown

University of Virginia

H-index: 35
Jonathan L. Goodall

Jonathan L. Goodall

University of Virginia

H-index: 35
S. D. Patek

S. D. Patek

University of Virginia

H-index: 28
William T. Scherer

William T. Scherer

University of Virginia

H-index: 20
Steve Yang

Steve Yang

Stevens Institute of Technology

H-index: 20
Stephen Adams

Stephen Adams

University of Virginia

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