曹丹丹｜北京工业大学｜学者主页

2026

温度场与层间接触状态耦合作用对道路力学响应的影响

曹丹丹，闫龙奇，姚辉

《市政技术》

DOI

2026

Loading Distributions in Asphalt Mixtures with the Virtual Dynamic Modulus Test

Hui Qing Yao, Jiaran Han, Dandan Cao, Xuhao Cui, Min Wang, Yao Liu

CivilEng

DOI

2026

A novel deep learning method for intelligent quantitative evaluation of urban road ride quality under complex road conditions

Lei Nie, Jinxi Zhang, Wanting Li, Dandan Cao

Road Materials and Pavement Design

DOI

2026

Application of the ANN with swarm optimization algorithm in layer property backcalculation for asphalt pavement

Guozhong Wang, Yanqing Zhao, Dandan Cao, Min Wang, Hui Qing Yao

Frontiers in Materials

DOI

2025

基于车辆GPS轨迹的道路水平参数重构方法

钮凡，曹丹丹，朱铭，张志清，张金喜

《交通科技与管理》

2025

Recreation of Horizontal Alignment Using Vehicle Trajectory

Dandan Cao, Fan Niu, Guozhi Fu, Hui Yao, Jin‐Xi Zhang, Zhiqing Zhang

Journal of Surveying Engineering

DOI

2025

An efficient dynamic backcalculation procedure for flexible pavement at a network level

Dandan Cao, Ming Zhu, Fan Niu, Weiqiao Zeng, Jinxi Zhang, Yanqing Zhao

Road Materials and Pavement Design

DOI

2025

A novel method for urban pavement ride quality monitoring based on smartphone sensing technology and generalised extreme value theory

Wangda Guo, Jinxi Zhang, Dandan Cao, Lei Nie, Bo Ding, Gonghao Sun

International Journal of Pavement Engineering

DOI

2025

Aggregate stress contribution in asphalt mixtures with the splitting tests based on the three-dimensional (3D) discrete element method (DEM)

Hui Yao, Pengrui Ma, Mei Ling Xu, Huijie Liu, Dandan Cao, Xuhao Cui, Yu Liu

Materials Research Express

DOI

2024

A viscoelastic wave propagation approach for dynamic backcalculation of layer properties of asphalt pavements under an impact load

Guozhi Fu, Dandan Cao, Ghim Ping Ong, Jiaqing Wang, Dong Sha

Computers and Geotechnics

DOI

2024

Development and optimization of object detection technology in pavement engineering: A literature review

Hui Yao, Yaning Fan, Yanhao Liu, Dandan Cao, Ning Chen, Tiancheng Luo, Jingyu Yang, Xueyi Hu, Jie Ji, Zhanping You

Journal of Road Engineering

DOI

2024

A monitoring framework for urban road ride quality using smartphone sensing technology

Wangda Guo, Jinxi Zhang, Dandan Cao, Lei Nie, Gonghao Sun, Jincheng Wang

Measurement

DOI

2024

Development of a prediction model of dynamic deflections for asphalt pavements under FWD impulse loading

Guozhi Fu, Jiaqing Wang, Yanqing Zhao, Dandan Cao, Fan Wu, Dong Sha

Construction and Building Materials

DOI

2024

Fracture Properties of Viscoelastic Asphalt Mixture at Different Temperatures Based on the SCB Test

Jia Zhang, Jinxi Zhang, Dandan Cao, Weiqi Zhou

DOI

2024

Research and optimization of YOLO-based method for automatic pavement defect detection

Hui Yao, Yaning Fan, Xinyue Wei, Yanhao Liu, Dandan Cao, Zhanping You

Electronic Research Archive

DOI

2023

基于行车振动的路面车辙评价方法可行性研究

张金喜，王佩荣，曹丹丹，曾靖翔

《中外公路》

2023

A Study on the Genetic Algorithm Optimization of an Asphalt Mixture’s Viscoelastic Parameters Based on a Wheel Tracking Test

Jinxi Zhang, Jinxi Zhang, Weiqi Zhou, Dandan Cao, Jia Zhang, Jia Zhang

Infrastructures

DOI

2023

An ensemble learning with sequential model-based optimization approach for pavement roughness estimation using smartphone sensor data

Wangda Guo, Jinxi Zhang, Muhammad Murtaza, Chao Wang, Dandan Cao

Construction and Building Materials

DOI

2023

Mechanistic analysis of bottom-up crack in asphalt pavement using cohesive zone model

Jia Zhang, Jia Zhang, Jinxi Zhang, Jinxi Zhang, Dandan Cao, Yongjie Ding, Weiqi Zhou

Theoretical and Applied Fracture Mechanics

DOI

2023

Three-dimensional modelling and analysis of fracture characteristics of overlaid asphalt pavement with initial crack under temperature and traffic loading

Jia Zhang, Dandan Cao, Jinxi Zhang

Construction and Building Materials

DOI

2022

动态反演方法进行路面结构性能衰减分析的可行性

曹丹丹，朱铭，张嘉，张金喜，赵延庆

《北京工业大学学报》

2022

Genetic algorithm optimization for cohesive zone modeling of viscoelastic asphalt mixture fracture based on SCB test

Jia Zhang, Jinxi Zhang, Dandan Cao

Engineering Fracture Mechanics

DOI

2022

A Deep Learning Method for Pavement Crack Identification Based on Limited Field Images

Yue Hou, Shuo Liu, Dandan Cao, Bo Peng, Zhuo Liu, Wenjuan Sun, Ning Chen

IEEE Transactions on Intelligent Transportation Systems

DOI

2022

Cost-effective assessment of in-service asphalt pavement condition based on Random Forests and regression analysis

Wangda Guo, Jinxi Zhang, Dandan Cao, Hui Yao

Construction and Building Materials

DOI

2022

Feasibility Study on Pavement Rutting Evaluation Method Based on Smartphone

Jinxi Zhang, Pei-Rong Wang, Dandan Cao, Jing-Xiang Zeng

Lecture notes in civil engineering

DOI

2021

智能手机检测的行车振动数据与路面平整度关系

陈广华，张金喜，曹丹丹，曾靖翔，吴洋

《北京工业大学学报》

2021

Investigation of the Interface Condition Influence on Backcalculated Layer Properties

Dandan Cao, Yanqing Zhao, Jinxi Zhang, Peng Jing, Hui Yao

Journal of Transportation Engineering Part B Pavements

DOI

2020

基于卷积自编码的沥青路面目标与裂缝智能识别

侯越，陈逸涵，顾兴宇，茅荃，曹丹丹，WANG Lin-bing，荆鹏

《中国公路学报》

DOI

2020

The State-of-the-Art Review on Applications of Intrusive Sensing, Image Processing Techniques, and Machine Learning Methods in Pavement Monitoring and Analysis

Yue Hou, Qiuhan Li, Chen Zhang, Guoyang Lu, Zhoujing Ye, Yihan Chen, Linbing Wang, Dandan Cao

Engineering

DOI

2020

Gradation Design and Performance Evaluation of High Viscosity Asphalt Mixtures

Xudong Hu, Sheng Li, Hui Yao, Hui Wang, Mei Xu, Dandan Cao, Mohd Rosli Mohd Hasan, Cong Duan, Ran Zhang

Advances in Civil Engineering

DOI

2020

Effectiveness of static and dynamic backcalculation approaches for asphalt pavement

Dandan Cao, Chang-Jun Zhou, Yan-Qing Zhao, G. Fu, Wan-Qiu Liu

DOI

2020

Accuracy evaluation of statically backcalculated layer properties of asphalt pavements from falling weight deflectometer data

G. Fu, Cheng Xue, Yan-Qing Zhao, Dandan Cao, Mohsen Alae

DOI

2020

Effects of layer interface conditions on top-down fatigue cracking of asphalt pavements

Mohsen Alae, Yan-Qing Zhao, S. Zarei, G. Fu, Dandan Cao

DOI

2019

沥青混合料低温临界开裂温度的确定

付国志，曹丹丹，赵延庆，ALAE Mohsen

《复合材料学报》

DOI

2019

Preparation and Performance Analysis of High‐Viscosity and Elastic Recovery Modified Asphalt Binder

Liangchen Qu, Yingli Gao, Hui Yao, Dandan Cao, Ganpeng Pei, Bei He, Kairui Duan, Wenjuan Zhou

Advances in Civil Engineering

DOI

2019

Comparisons of asphalt pavement responses computed using layer properties backcalculated from dynamic and static approaches

Dandan Cao, Yan-Qing Zhao, Wan-Qiu Liu, Yu-Hua Li, J. Ouyang

DOI

2018

刚性基层沥青路面参数动态反演

曹丹丹，赵延庆，孔繁盛，王国忠

《中国公路学报》

2017

层间接触状态对路表动态黏弹弯沉的影响

曹丹丹，赵延庆，付国志

《北京工业大学学报》

2017

Design and Testing of a Large-Scale Shape-Monitoring Sensor Based on Fiber-Bragg-Grating Sensing Technique for Pavement Structure

Wan-Qiu Liu, Bo-Shi Wang, Zhi Zhou, Dandan Cao, Yan-Qing Zhao

DOI

2016

Extension of Modified Havriliak-Negami Model to Characterize Linear Viscoelastic Properties of Asphalt Binders

Yan-Qing Zhao, Pei‐Tai Chen, Dandan Cao

DOI

2015

Optical fiber‐based sensors with flexible encapsulation for pavement behavior monitoring

Wan-Qiu Liu, Hua-Ping Wang, Zhi Zhou, Xiao-Ying Xing, Dandan Cao, Zhen Jiang

DOI

2015

Dynamic backcalculation of asphalt pavement layer properties using spectral element method

Yan-Qing Zhao, Dandan Cao, Pei‐Tai Chen

DOI

2014

Functionality Enhancement of Industrialized Optical Fiber Sensors and System Developed for Full-Scale Pavement Monitoring

Hua-Ping Wang, Wan-Qiu Liu, Jian-Ping He, Xiao-Ying Xing, Dandan Cao, Xi-Peng Gao, Xiao-Feng Hao, Hongwei Cheng, Zhi Zhou

Italian National Conference on Sensors

DOI

精选作品

期刊论文

温度场与层间接触状态耦合作用对道路力学响应的影响

Loading Distributions in Asphalt Mixtures with the Virtual Dynamic Modulus Test

A novel deep learning method for intelligent quantitative evaluation of urban road ride quality under complex road conditions

Application of the ANN with swarm optimization algorithm in layer property backcalculation for asphalt pavement

基于车辆GPS轨迹的道路水平参数重构方法

Recreation of Horizontal Alignment Using Vehicle Trajectory

An efficient dynamic backcalculation procedure for flexible pavement at a network level

A novel method for urban pavement ride quality monitoring based on smartphone sensing technology and generalised extreme value theory

Aggregate stress contribution in asphalt mixtures with the splitting tests based on the three-dimensional (3D) discrete element method (DEM)

A viscoelastic wave propagation approach for dynamic backcalculation of layer properties of asphalt pavements under an impact load

Development and optimization of object detection technology in pavement engineering: A literature review

A monitoring framework for urban road ride quality using smartphone sensing technology

Development of a prediction model of dynamic deflections for asphalt pavements under FWD impulse loading

Fracture Properties of Viscoelastic Asphalt Mixture at Different Temperatures Based on the SCB Test

Research and optimization of YOLO-based method for automatic pavement defect detection

基于行车振动的路面车辙评价方法可行性研究

A Study on the Genetic Algorithm Optimization of an Asphalt Mixture’s Viscoelastic Parameters Based on a Wheel Tracking Test

An ensemble learning with sequential model-based optimization approach for pavement roughness estimation using smartphone sensor data

Mechanistic analysis of bottom-up crack in asphalt pavement using cohesive zone model

Three-dimensional modelling and analysis of fracture characteristics of overlaid asphalt pavement with initial crack under temperature and traffic loading

动态反演方法进行路面结构性能衰减分析的可行性

Genetic algorithm optimization for cohesive zone modeling of viscoelastic asphalt mixture fracture based on SCB test

A Deep Learning Method for Pavement Crack Identification Based on Limited Field Images

Cost-effective assessment of in-service asphalt pavement condition based on Random Forests and regression analysis

Feasibility Study on Pavement Rutting Evaluation Method Based on Smartphone

智能手机检测的行车振动数据与路面平整度关系

Investigation of the Interface Condition Influence on Backcalculated Layer Properties

基于卷积自编码的沥青路面目标与裂缝智能识别

The State-of-the-Art Review on Applications of Intrusive Sensing, Image Processing Techniques, and Machine Learning Methods in Pavement Monitoring and Analysis

Gradation Design and Performance Evaluation of High Viscosity Asphalt Mixtures

Effectiveness of static and dynamic backcalculation approaches for asphalt pavement

Accuracy evaluation of statically backcalculated layer properties of asphalt pavements from falling weight deflectometer data

Effects of layer interface conditions on top-down fatigue cracking of asphalt pavements

沥青混合料低温临界开裂温度的确定

Preparation and Performance Analysis of High‐Viscosity and Elastic Recovery Modified Asphalt Binder

Comparisons of asphalt pavement responses computed using layer properties backcalculated from dynamic and static approaches

刚性基层沥青路面参数动态反演

层间接触状态对路表动态黏弹弯沉的影响

Design and Testing of a Large-Scale Shape-Monitoring Sensor Based on Fiber-Bragg-Grating Sensing Technique for Pavement Structure

Extension of Modified Havriliak-Negami Model to Characterize Linear Viscoelastic Properties of Asphalt Binders

Optical fiber‐based sensors with flexible encapsulation for pavement behavior monitoring

Dynamic backcalculation of asphalt pavement layer properties using spectral element method

Functionality Enhancement of Industrialized Optical Fiber Sensors and System Developed for Full-Scale Pavement Monitoring

会议论文

路面平整度轻量化检测系统设计与实现

研究方向