Dan Work

Dan Work

Vanderbilt University

H-index: 34

North America-United States

About Dan Work

Dan Work, With an exceptional h-index of 34 and a recent h-index of 29 (since 2020), a distinguished researcher at Vanderbilt University, specializes in the field of cyber physical systems, transportation engineering, traffic, vehicle automation, transportation data analytics.

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

Virtual Trajectories for I–24 MOTION: Data and Tools

Designing, simulating, and performing the 100-av field test for the circles consortium: Methodology and implementation of the largest mobile traffic control experiment to date

A Middle Way to Traffic Enlightenment

Automatic vehicle trajectory data reconstruction at scale

So you think you can track?

Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs

Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test

Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic

Dan Work Information

University

Position

___

Citations(all)

6585

Citations(since 2020)

3674

Cited By

4205

hIndex(all)

34

hIndex(since 2020)

29

i10Index(all)

66

i10Index(since 2020)

60

Email

University Profile Page

Vanderbilt University

Google Scholar

View Google Scholar Profile

Dan Work Skills & Research Interests

cyber physical systems

transportation engineering

traffic

vehicle automation

transportation data analytics

Top articles of Dan Work

Title

Journal

Author(s)

Publication Date

Virtual Trajectories for I–24 MOTION: Data and Tools

Junyi Ji

Yanbing Wang

Derek Gloudemans

Gergely Zachár

William Barbour

...

2024/2/26

Designing, simulating, and performing the 100-av field test for the circles consortium: Methodology and implementation of the largest mobile traffic control experiment to date

arXiv preprint arXiv:2404.15533

Mostafa Ameli

Sean McQuade

Jonathan W Lee

Matthew Bunting

Matthew Nice

...

2024/4/23

A Middle Way to Traffic Enlightenment

arXiv preprint arXiv:2401.15818

Matthew W Nice

George Gunter

Junyi Ji

Yuhang Zhang

Matthew Bunting

...

2024/1/29

Automatic vehicle trajectory data reconstruction at scale

Transportation Research Part C: Emerging Technologies

Yanbing Wang

Derek Gloudemans

Junyi Ji

Zi Nean Teoh

Lisa Liu

...

2024/3/1

So you think you can track?

Derek Gloudemans

Gergely Zachár

Yanbing Wang

Junyi Ji

Matt Nice

...

2024

Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs

arXiv preprint arXiv:2402.17043

Jonathan W Lee

Han Wang

Kathy Jang

Amaury Hayat

Matthew Bunting

...

2024/2/26

Reinforcement Learning Based Oscillation Dampening: Scaling up Single-Agent RL algorithms to a 100 AV highway field operational test

arXiv preprint arXiv:2402.17050

Kathy Jang

Nathan Lichtlé

Eugene Vinitsky

Adit Shah

Matthew Bunting

...

2024/2/26

Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic

arXiv preprint arXiv:2402.16993

Han Wang

Zhe Fu

Jonathan Lee

Hossein Nick Zinat Matin

Arwa Alanqary

...

2024/2/26

Estimating road traffic impacts of commute mode shifts

Plos one

Yue Hu

William Barbour

Kun Qian

Christian Claudel

Samitha Samaranayake

...

2023/1/11

Cooperative multi-agent reinforcement learning for large scale variable speed limit control

Yuhang Zhang

Marcos Quinones-Grueiro

William Barbour

Zhiyao Zhang

Joshua Scherer

...

2023/6/26

WiP Abstract: Edge-Based Privacy of Naturalistic Driving Data Collection

Matt Bunting

Matthew Nice

Dan Work

Jonathan Sprinkle

Roman Golota

2023/5/9

Platoon trajectory reconstruction with conflict resolution using semidefinite relaxation

Junyi Ji

Yanbing Wang

William Barbour

Daniel B Work

2023/9/24

Traffic smoothing using explicit local controllers

arXiv preprint arXiv:2310.18151

Amaury Hayat

Arwa Alanqary

Rahul Bhadani

Christopher Denaro

Ryan J Weightman

...

2023/10/27

Autonomy in Transportation Education

Neda Masoud

Amirmahdi Tafreshian

Jisoon Lim

Henry Liu

Andre Carrel

...

2023

Parameter Estimation for Decoding Sensor Signals

Matthew Nice

Matthew Bunting

Gergely Zachar

Rahul Bhadani

Paul Ngo

...

2023/5/9

CAV-based Traffic Control to Mitigate the Impact of Congestion from Bottlenecks-A Linear-Quadratic-Regulator-based Approach and Microsimulation Study

arXiv preprint arXiv:2306.10418

Suyash C Vishnoi

Junyi Ji

MirSaleh Bahavarnia

Yuhang Zhang

Ahmad F Taha

...

2023/6/17

Online Min Cost Circulation for Multi-Object Tracking on Fragments

2023 IEEE International Intelligent Transportation Systems Conference (ITSC). IEEE

Yanbing Wang

Junyi Ji

William Barbour

Daniel B Work

2023

MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits

arXiv preprint arXiv:2310.12359

Yuhang Zhang

Marcos Quinones-Grueiro

Zhiyao Zhang

Yanbing Wang

William Barbour

...

2023/10/18

Control for societal-scale challenges: Road map 2030

Andrew Alleyne

Frank Allgöwer

Aaron Ames

Saurabh Amin

James Anderson

...

2023/5

Approaches for synthesis and deployment of controller models on automated vehicles for car-following in mixed autonomy

Rahul Bhadani

Matthew Bunting

Matthew Nice

Fangyu Wu

Amaury Hayat

...

2023/5/9

See List of Professors in Dan Work University(Vanderbilt University)

Co-Authors

H-index: 67
Alexandre Bayen

Alexandre Bayen

University of California, Berkeley

H-index: 65
Marco Gruteser

Marco Gruteser

Rutgers, The State University of New Jersey

H-index: 54
Benedetto Piccoli

Benedetto Piccoli

Rutgers, The State University of New Jersey

H-index: 48
Xuegang Ban

Xuegang Ban

University of Washington

H-index: 31
Juan Carlos Herrera

Juan Carlos Herrera

Pontificia Universidad Católica de Chile

H-index: 23
Benjamin Seibold

Benjamin Seibold

Temple University

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