World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
48
Citations
7612
World Ranking
4650
National Ranking
9

Overview

Agachai Sumalee is affiliated with Chulalongkorn University in Thailand. Their research primarily spans the fields of Engineering and Social Sciences, with a notable focus on Transportation and Control Systems.

The main subfields of study for Agachai Sumalee include:

  • Transportation
  • Control and Systems Engineering
  • Building and Construction
  • Automotive Engineering
  • Economics and Econometrics

The central topics of their research cover:

  • Transportation Planning and Optimization
  • Traffic control and management
  • Traffic Prediction and Management Techniques
  • Transportation and Mobility Innovations
  • Urban Transport and Accessibility
  • Human Mobility and Location-Based Analysis
  • Autonomous Vehicle Technology and Safety

Agachai Sumalee has contributed to multiple recent papers with diverse research focuses. Selected recent publications include:

  • "An Integrated Reinforcement Learning and Centralized Programming Approach for Online Taxi Dispatching" (2021) in IEEE Transactions on Neural Networks and Learning Systems
  • "Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics" (2022) in Transportation Research Part C Emerging Technologies
  • "Bus arrival time prediction and reliability analysis: An experimental comparison of functional data analysis and Bayesian support vector regression" (2021) in Applied Soft Computing
  • "Statistical estimation of freight activity analytics from Global Positioning System data of trucks" (2020) in Transportation Research Part E Logistics and Transportation Review
  • "Pricing Environmental Externality in Traffic Networks Mixed With Fuel Vehicles and Electric Vehicles" (2020) in IEEE Transactions on Intelligent Transportation Systems

The frequent co-authors who have collaborated with Agachai Sumalee include:

  • Renxin Zhong
  • William H. K. Lam
  • Yunping Huang
  • Can Chen
  • T.L. Pan

Publication venues where Agachai Sumalee has appeared multiple times include:

  • Transportmetrica A Transport Science
  • Transportation Research Part C Emerging Technologies
  • IEEE Transactions on Intelligent Transportation Systems
  • IEEE Transactions on Neural Networks and Learning Systems
  • Applied Soft Computing

Best Publications

  • Modeling impacts of adverse weather conditions on a road network with uncertainties in demand and supply

    William H.K. Lam;Hu Shao;Hu Shao;Agachai Sumalee

  • Stochastic cell transmission model (SCTM): A stochastic dynamic traffic model for traffic state surveillance and assignment

    Agachai Sumalee;R. X. Zhong;T. L. Pan;W. Y. Szeto

  • Smarter and more connected: Future intelligent transportation system

    Agachai Sumalee;Agachai Sumalee;Hung Wai Ho

  • Global optimization method for mixed transportation network design problem: A mixed-integer linear programming approach

    Paramet Luathep;Paramet Luathep;Agachai Sumalee;William H.K. Lam;Zhi-Chun Li;Zhi-Chun Li

  • A genetic algorithm approach for optimizing traffic control signals considering routing

    Fitsum Teklu;Agachai Sumalee;David P. Watling

  • Vulnerability analysis for large-scale and congested road networks with demand uncertainty

    Bi Yu Chen;Bi Yu Chen;William H.K. Lam;William H.K. Lam;Agachai Sumalee;Qingquan Li

  • A network equilibrium model with travellers’ perception of stochastic travel times

    Richard D. Connors;Agachai Sumalee

  • Efficiency and equity comparison of cordon- and area-based road pricing schemes using a trip-chain equilibrium model

    Takuya Maruyama;Agachai Sumalee

  • Finding Reliable Shortest Paths in Road Networks Under Uncertainty

    Bi Yu Chen;Bi Yu Chen;William H. K. Lam;William H. K. Lam;Agachai Sumalee;Qingquan Li

  • Short-Term Traffic State Prediction Based on Temporal–Spatial Correlation

    T. L. Pan;A. Sumalee;R. X. Zhong;N. Indra-payoong

  • A sustainable road network design problem with land use transportation interaction over time

    W. Y. Szeto;Yu Jiang;D. Z. W. Wang;A. Sumalee

  • Reliable Network Design Problem: Case with Uncertain Demand and Total Travel Time Reliability

    Agachai Sumalee;David Paul Watling;Shoichiro Nakayama

  • Schedule-based transit assignment model with vehicle capacity and seat availability

    Younes Hamdouch;H.W. Ho;Agachai Sumalee;Guodong Wang

  • A genetic algorithm based approach to optimal toll level and location problems

    Simon P Shepherd;Agachai Sumalee

  • Reliable shortest path finding in stochastic networks with spatial correlated link travel times

    Bi Yu Chen;William H.K. Lam;Agachai Sumalee;Zhi-lin Li

  • Stochastic Multi-Modal Transport Network under Demand Uncertainties and Adverse Weather Condition

    Agachai Sumalee;Kenetsu Uchida;William H.K. Lam

  • Dynamic stochastic transit assignment with explicit seat allocation model

    Agachai Sumalee;Zhijia Tan;William H.K. Lam

  • The impact of cordon design on the performance of road pricing schemes

    A D May;Rongfang Liu;S P Shepherd;A Sumalee

  • The use of natural rubber latex as a renewable and sustainable modifier of asphalt binder

    Yong Wen;Yuhong Wang;Kecheng Zhao;Agachai Sumalee

  • OPTIMAL ROAD USER CHARGING CORDON DESIGN: A HEURISTIC OPTIMIZATION APPROACH

    Agachai Sumalee

  • A Cell-Based Model for Multi-class Doubly Stochastic Dynamic Traffic Assignment

    Wai Yuen Szeto;Yu Jiang;Agachai Sumalee

Frequent Co-Authors

William H. K. Lam
William H. K. Lam Hong Kong Polytechnic University
Wai Yuen Szeto
Wai Yuen Szeto University of Hong Kong
Hong Kam Lo
Hong Kam Lo Hong Kong University of Science and Technology
Anthony Chen
Anthony Chen Hong Kong Polytechnic University
Qingquan Li
Qingquan Li Shenzhen University
Sze Chun Wong
Sze Chun Wong University of Hong Kong
Reza Zanjirani Farahani
Reza Zanjirani Farahani Paris School of Business
Michael Patriksson
Michael Patriksson Chalmers University of Technology
Terry L. Friesz
Terry L. Friesz Pennsylvania State University
Chung-Lun Li
Chung-Lun Li Hong Kong Polytechnic University

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