Mingzhuang Hua

Nanjing University of Aeronautics and Astronautics — China

Social Sciences · Social Sciences

9h-index324citations35works2.22yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Urban Transport and Accessibility(17), Transportation Planning and Optimization(11), Human Mobility and Location-Based Analysis(11), Transportation and Mobility Innovations(10), Robotic Path Planning Algorithms(5)

Publications35 total

UAV Trajectory optimization method based on improved grey wolf optimizer with hybrid strategy
Journal of King Saud University - Computer and Information Sciences·2026Open Access
Temporal-aware transformer networks for state of charge multi-output prediction in unmanned aerial vehicle lithium-ion batteries
Scientific Reports·2025Open Access
Energy-efficient large-scale low-altitude delivery: Integrating charging station location and UAV route planning by a cascade optimization framework
Aerospace Science and Technology·2025
The Temporal Feature Fusion Deep Transformer Network Algorithm for Battery SOC Prediction in UAV
2025
Integrating Charging Station Location and Delivery UAV Route by a Cascade Opitimization Framework
2025
Uncovering Passenger-Seeking Behavior of Vacant Taxis From Trajectory Data via Self-Supervised Deep Spectral Clustering
IEEE Transactions on Intelligent Transportation Systems·2025
A rule-enhanced clustering approach to planning virtual stations for dockless shared micro-mobility systems
Research in Transportation Business & Management·2025· 3 cited
Examining the Impact of Electric Bike-Sharing on For-Hire Vehicles in Medium-Sized Cities: An Empirical Study in Yancheng, China
Sustainability·2025· 2 citedOpen Access
An Autotuning Hybrid Method with Bayesian Optimization for Road Edge Extraction in Highway Systems from Point Clouds
Systems·2024Open Access
P-DRL: A Framework for Multi-UAVs Dynamic Formation Control under Operational Uncertainty and Unknown Environment
Drones·2024· 8 citedOpen Access
C-SPPO: A deep reinforcement learning framework for large-scale dynamic logistics UAV routing problem
Chinese Journal of Aeronautics·2024· 10 citedOpen Access
Can bike sharing achieve self-balancing distribution? Evidence from dockless and station-based cases
Travel Behaviour and Society·2024· 5 cited
Transfer learning for cross-modal demand prediction of bike-share and public transit
Journal of Intelligent Transportation Systems·2024Open Access
Coordinating matching, rebalancing and charging of electric ride-hailing fleet under hybrid requests
Transportation Research Part D Transport and Environment·2023· 6 cited
Adaptive Collision Avoidance for Multiple UAVs in Urban Environments
Drones·2023· 14 citedOpen Access
Sustainable response strategy for COVID-19: Pandemic zoning with urban multimodal transport data
Journal of Transport Geography·2023· 3 citedOpen Access
Comparing the Travel Behavior of Older Users Between Station-Based and Dockless Bike Sharing Systems
Transportation Research Record Journal of the Transportation Research Board·2023· 5 cited
When will dockless bike sharing achieve a carbon balance A case study of Nanjing, China
International Journal of Global Warming·2023· 2 cited
Fusing Demand Estimation and Supply Allocation Under a Future Scenario: Bike Sharing Towards Maas
SSRN Electronic Journal·2023Open Access
When will dockless bike sharing achieve a carbon balance A case study of Nanjing, China
International Journal of Global Warming·2023
page 1 of 2Next →

Frequent Co-authors

Xuewu Chen(20), Jingxu Chen(18), Long Cheng(8), Xinlian Yu(4), Wendong Chen(4), Mengwei Xu(4), Jinbo Li(4), Xinyuan Ni(4), Yu Jiang(3), Pengfei Wang(2), Da Lei(2), Jinlun Zhou(2), Gang Zhong(2), Long Cheng(2), Francisco C. Pereira(2), Xize Liu(2), Jinyang Zhang(2), Yueqing Wu(2), Shujie Zheng(1), Hui Bi(1)