Author

Tianci Gao

Institution: Bauman Moscow State Technical University

Observed institutions: Bauman Moscow State Technical University, Shenzhen University, Shenzhen Technology University, Southwest Jiaotong University

ORCID: 0000-0003-1235-6023

Observed ORCID: 0000-0003-1235-6023

OpenAlex ID: A5103253621

A deep reinforcement learning approach to mountain railway alignment optimization

2021 · Tianci Gao, Zihan Li, et al. · Computer-Aided Civil and Infrastructure Engineering · 103

Influence of a tamping operation on the vibrational characteristics and resistance-evolution law of a ballast bed

2019 · Jianxing Liu, Ping Wang, et al. · Construction and Building Materials · 79

A bi-objective deep reinforcement learning approach for low-carbon-emission high-speed railway alignment design

2022 · Qing He, Tianci Gao, et al. · Transportation Research Part C Emerging Technologies · 49

Low-construction-emission cross-section optimization for mountainous highway alignment designs

2022 · Yan Gao, Tianci Gao, et al. · Transportation Research Part D Transport and Environment · 39

A feature engineering framework for online fault diagnosis of freight train air brakes

2021 · Qihang Wang, Tianci Gao, et al. · Measurement · 33

Intelligent construction for the transportation infrastructure: a review

2022 · Qing He, Faeze Ghofrani, et al. · Intelligent Transportation Infrastructure · 30

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Estimation of rail renewal period in small radius Curves: A data and mechanics integrated approach

2021 · Tianci Gao, Qihang Wang, et al. · Measurement · 28

Severe rail wear detection with rail running band images

2022 · Qihang Wang, Tianci Gao, et al. · Computer-Aided Civil and Infrastructure Engineering · 23

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Spatial–Temporal Model to Identify the Deformation of Underlying High-Speed Railway Infrastructure

2020 · Chenzhong Li, Ping Wang, et al. · Journal of Transportation Engineering Part A Systems · 20

Vertical track irregularity analysis of high-speed railways on simply-supported beam bridges based on the virtual track inspection method

2020 · Tianci Gao, Jianli Cong, et al. · Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit · 15

A Sequential Exploration Algorithm for the Design Optimization of Horizontal Road Alignment

2022 · Tianlong Zhang, Yan Gao, et al. · Computer-Aided Civil and Infrastructure Engineering · 14

Energy-saving design of underground metro vertical alignment with deep reinforcement learning

2024 · Shuangting Xu, Tianci Gao, et al. · Tunnelling and Underground Space Technology · 12

Using the geometric wheel-rail contact algorithms for fault detection in turnout areas based on the variable section characteristics of rails

2019 · Yao Qian, Ping Wang, et al. · Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit · 7

Auxiliary Road Design and Optimization for Railway Construction in Mountainous Areas

2023 · Hao Wang, Tianci Gao, et al. · Journal of Transportation Engineering Part A Systems · 3

Settlement and Stress Distribution Characteristics of a Railway Ballast Layer under a Dynamic Load

2021 · Jianxing Liu, Ganzhong Liu, et al. · Transportation Research Board 100th Annual MeetingTransportation Research BoardTransportation Research Board · 3

Multi-objective optimization of rail welded joint grinding in railroad tracks via reinforcement learning

2025 · Tianci Gao, Yuan Wang, et al. · Engineering Applications of Artificial Intelligence · 2

A tile-coding based neural network for rail corrugation inspection by data fusion of train-borne vibration and noise

2025 · Tianci Gao, Lepeng Jiang, et al. · Journal of Civil Structural Health Monitoring · 1

A Data Fusion Approach for Speed Estimation and Location Calibration of a Metro Train in Underground Environment Based on Low-Cost Sensors in Smartphones

2019 · Yuan Wang, Jianli Cong, et al. · Transportation Research Board 98th Annual MeetingTransportation Research Board · 1

WITHDRAWN: Application of Robust Mean-Difference Filtering to Relative Navigation of Formation Spacecraft

2026 · Mingkai Huang, Tianci Gao · Research Square

Research on Improvement of Angular Distance Chain Star Recognition Algorithm Incorporating Dynamic Thresholds

2026 · Bo Yang, Shengren Rao, et al. · International Russian Automation Conference (RusAutoCon)

Estimation of Railway Renewal Period Due to Rail Wear in Small-Radius Curves: A Data and Mechanics Integrated Approach

2021 · Tianci Gao, Zihan Li, et al. · Transportation Research Board 100th Annual MeetingTransportation Research BoardTransportation Research Board

Works count: 21

Citation count: 462

H-index: 12

I10-index: 12