Leaderboards/Evacuation and Crowd Dynamics

Evacuation and Crowd Dynamics

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Christoforos Mavrogiannis
University of Washington
2
Hikmat Yar
Islamia College University
3
Haosen Chen
Beijing Institute of Technology
4
Jiaqi Peng
Jinan University
5
Raphael Korbmacher
University of Wuppertal
6
Mahshid Mirzaie
Hakim Sabzevari University
7
Sayed Pedram Haeri Boroujeni
Clemson University
8
Yajie Xu
Anhui University of Science and Technology
9
Sarah Morélot
Université de Bordeaux
10
Zhiao Ma
Beijing Jiaotong University

Rising Stars Papers

1
A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management
Information Fusion|2024
160 cit.
2
Resilience analysis of an urban rail transit for the passenger travel service
Transportation Research Part D Transport and Environment|2024
65 cit.
3
An efficient deep learning architecture for effective fire detection in smart surveillance
Image and Vision Computing|2024
52 cit.
4
A modified vision transformer architecture with scratch learning capabilities for effective fire detection
Expert Systems with Applications|2024
32 cit.
5
Assessing the resilience of multi-modal transportation networks with the integration of urban air mobility
Transportation Research Part A Policy and Practice|2025
17 cit.
6
Stochastic reconstruction and performance prediction of cathode microstructures based on deep learning
Journal of Power Sources|2024
10 cit.
7
Carbon dioxide separation from natural gas using a supersonic nozzle
Physics of Fluids|2024
8 cit.
8
Toward Better Pedestrian Trajectory Predictions: The Role of Density and Time-to-Collision in Hybrid Deep-Learning Algorithms
Sensors|2024
6 cit.
9
Characterizing the Complexity of Social Robot Navigation Scenarios
IEEE Robotics and Automation Letters|2024
6 cit.
10
EFNet-CSM: EfficientNet with a modified attention mechanism for effective fire detection
Knowledge-Based Systems|2025
6 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Maria Watson
National Center for Healthy Housing
2
Dekang Qi
Southwest Jiaotong University
3
Chuangang Fan
Central South University
4
Hanaa ZainEldin
Mansoura University
5
Ruggiero Lovreglio
Massey University
6
Wen-mei Gai
China University of Geosciences (Beijing)
7
Pradyumn Kumar Shukla
University of Manchester
8
Evan Suma Rosenberg
University of Minnesota
9
Wangda Zhao
Central South University
10
Yang Zhou
Wuhan Institute of Technology

Emerging Leaders Papers

1
An improved fire detection approach based on YOLO-v8 for smart cities
Neural Computing and Applications|2023
601 cit.
2
Brain Tumor Detection and Classification Using Deep Learning and Sine-Cosine Fitness Grey Wolf Optimization
Bioengineering|2022
222 cit.
3
Virtual reality for safety training: A systematic literature review and meta-analysis
Safety Science|2023
167 cit.
4
Exit choice in built environment evacuation combining immersive virtual reality and discrete choice modelling
Automation in Construction|2022
114 cit.
5
A flame-retardant densified wood as robust and fire-safe structural material
Wood Science and Technology|2022
61 cit.
6
Grad-CAM Enabled Breast Cancer Classification with a 3D Inception-ResNet V2: Empowering Radiologists with Explainable Insights
Cancers|2024
55 cit.
7
Adaptive Field-of-view Restriction: Limiting Optical Flow to Mitigate Cybersickness in Virtual Reality
Unknown Journal|2022
42 cit.
8
Can heavy rainfall affect the burning and smoke spreading characteristics of fire in tunnels?
International Journal of Heat and Mass Transfer|2023
41 cit.
9
A pre-evacuation study using data from evacuation drills and false alarm evacuations in a university library
Fire Safety Journal|2022
32 cit.
10
A multiagent-based modeling approach for emergency evacuation plan optimization during toxic gas releases within chemical plants
Process Safety and Environmental Protection|2022
32 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Péter Molnár
University of Stuttgart
2
Tamás Vicsek
Eötvös Loránd University
3
Dinesh Manocha
University of Maryland, College Park
4
Jinhua Sun
University of Science and Technology of China
5
W. K. Chow
University of Hong Kong
6
Guy Théraulaz
Centre National de la Recherche Scientifique
7
Mubarak Shah
University of Central Florida
8
Armin Seyfried
University of Wuppertal
9
Katsuhiro Nishinari
The University of Tokyo
10
Haukur Ingason
RISE Research Institutes of Sweden

Current Senior Leaders Papers

1
Novel Type of Phase Transition in a System of Self-Driven Particles
Physical Review Letters|1995
7.4k cit.
2
Social force model for pedestrian dynamics
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics|1995
6.8k cit.
3
Uncovering the overlapping community structure of complex networks in nature and society
Nature|2005
5.4k cit.
4
Simulating dynamical features of escape panic
Nature|2000
4.9k cit.
5
Collective motion
Physics Reports|2012
2.9k cit.
6
OBBTree
Unknown Journal|1996
2.1k cit.
7
Shape-from-shading: a survey
IEEE Transactions on Pattern Analysis and Machine Intelligence|1999
1.7k cit.
8
Reciprocal Velocity Obstacles for real-time multi-agent navigation
Unknown Journal|2008
1.7k cit.
9
Quantifying social group evolution
Nature|2007
1.7k cit.
10
Abnormal crowd behavior detection using social force model
2009 IEEE Conference on Computer Vision and Pattern Recognition|2009
1.7k cit.

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