Navid Ghaffarzadegan

Navid Ghaffarzadegan

Virginia Polytechnic Institute and State University

H-index: 22

North America-United States

About Navid Ghaffarzadegan

Navid Ghaffarzadegan, With an exceptional h-index of 22 and a recent h-index of 19 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of System Dynamics, Systems Science, Public Policy, Science Policy, Complex Systems.

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

Generative agent‐based modeling: an introduction and tutorial

A Critical Assessment of Large Language Models for Systematic Reviews: Utilizing ChatGPT for Complex Data Extraction

Parameter estimation in behavioral epidemic models with endogenous societal risk-response

From Text to Map: A System Dynamics Bot for Constructing Causal Loop Diagrams

A Simultaneous Simulation of Human Behavior Dynamics and Epidemic Spread: A Multi-Country Study Amidst the Covid-19 Pandemic (preprint)

Rethinking Optimal Screening Selection Rates for Post-traumatic Stress Disorder: The Impact of Social Stigma

A Deep Learning Technique for Parameter Estimation in System Dynamics Models

Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations

Navid Ghaffarzadegan Information

University

Position

___

Citations(all)

2040

Citations(since 2020)

1377

Cited By

1191

hIndex(all)

22

hIndex(since 2020)

19

i10Index(all)

34

i10Index(since 2020)

26

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Navid Ghaffarzadegan Skills & Research Interests

System Dynamics

Systems Science

Public Policy

Science Policy

Complex Systems

Top articles of Navid Ghaffarzadegan

Title

Journal

Author(s)

Publication Date

Generative agent‐based modeling: an introduction and tutorial

System Dynamics Review

Navid Ghaffarzadegan

Aritra Majumdar

Ross Williams

Niyousha Hosseinichimeh

2024/1

A Critical Assessment of Large Language Models for Systematic Reviews: Utilizing ChatGPT for Complex Data Extraction

Available at SSRN 4797024

Hesam Mahmoudi

Doris Chang

Hannah Lee

Navid Ghaffarzadegan

Mohammad S Jalali

2024/4/17

Parameter estimation in behavioral epidemic models with endogenous societal risk-response

PLOS Computational Biology

Ann Osi

Navid Ghaffarzadegan

2024/3/29

From Text to Map: A System Dynamics Bot for Constructing Causal Loop Diagrams

arXiv preprint arXiv:2402.11400

Niyousha Hosseinichimeh

Aritra Majumdar

Ross Williams

Navid Ghaffarzadegan

2024/2/17

A Simultaneous Simulation of Human Behavior Dynamics and Epidemic Spread: A Multi-Country Study Amidst the Covid-19 Pandemic (preprint)

Ann Osi

Navid Ghaffarzadegan

2024

Rethinking Optimal Screening Selection Rates for Post-traumatic Stress Disorder: The Impact of Social Stigma

Available at SSRN 4711318

Gian-Gabriel Garcia

Navid Ghaffarzadegan

Mohammad S Jalali

2024

A Deep Learning Technique for Parameter Estimation in System Dynamics Models

Available at SSRN 4440489

Maede Maftouni

Navid Ghaffarzadegan

Zhenyu Kong

2023/5/7

Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations

System Dynamics Review

Sumaiya Haque

Hesam Mahmoudi

Navid Ghaffarzadegan

Konstantinos Triantis

2023/4

Why Similar Policies Resulted In Different COVID-19 Outcomes: How Responsiveness And Culture Influenced Mortality Rates: Study examines why similar policies resulted in …

Health Affairs

Tse Yang Lim

Ran Xu

Nick Ruktanonchai

Omar Saucedo

Lauren M Childs

...

2023/12/1

A Behavioral Epidemic Model: A Simulation and Empirical Analysis

Ann Osi

Navid Ghaffarzadegan

2023

Comparing self-report assessments and scenario-based assessments of systems thinking competence

Journal of Science Education and Technology

Kirsten A Davis

Dustin Grote

Hesam Mahmoudi

Logan Perry

Navid Ghaffarzadegan

...

2023/12

Modeling Social Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence

Navid Ghaffarzadegan

Ross Williams

Aritra Majumdar

Niyousha Hosseinichimeh

2023

A Multi-dimensional Index of Evaluating Systems Thinking Skills from Textual Data

Available at SSRN 4811045

NingYuan Liu

Hesam Mahmoudi

Konstantinos Triantis

Navid Ghaffarzadegan

2023/9/29

Sociotechnical interdependencies and tipping‐point dynamics in data‐intensive services

System Dynamics Review

Navid Ghaffarzadegan

Sarah Mostafavi

Hyunjung Kim

2023

Epidemic modeling with generative agents

arXiv preprint arXiv:2307.04986

Ross Williams

Niyousha Hosseinichimeh

Aritra Majumdar

Navid Ghaffarzadegan

2023/7/11

Simulation of the Spread of COVID-19 at Virginia Tech

Navid Ghaffarzadegan

2022/12/1

A missing behavioural feedback in COVID-19 models is the key to several puzzles

BMJ global health

Hazhir Rahmandad

Ran Xu

Navid Ghaffarzadegan

2022/10/1

Enhancing long-term forecasting: Learning from COVID-19 models

PLoS computational biology

Hazhir Rahmandad

Ran Xu

Navid Ghaffarzadegan

2022/5/19

A cyclical wildfire pattern as the outcome of a coupled human natural system

Scientific reports

Farshad Farkhondehmaal

Navid Ghaffarzadegan

2022/3/28

Effect of Mandating Vaccination on COVID-19 Cases in Colleges and Universities

International Journal of Infectious Diseases

Navid Ghaffarzadegan

2022

See List of Professors in Navid Ghaffarzadegan University(Virginia Polytechnic Institute and State University)

Co-Authors

H-index: 50
Richard C. Larson

Richard C. Larson

Massachusetts Institute of Technology

H-index: 40
Heresh Amini

Heresh Amini

Harvard University

H-index: 32
Hazhir Rahmandad

Hazhir Rahmandad

Massachusetts Institute of Technology

H-index: 31
Konstantinos Triantis

Konstantinos Triantis

Virginia Polytechnic Institute and State University

H-index: 28
Michael J. Garvin

Michael J. Garvin

Virginia Polytechnic Institute and State University

H-index: 26
Mohammad S. Jalali

Mohammad S. Jalali

Harvard University

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