谈笑｜河海大学｜学者主页

2026

Explainable machine learning and life cycle assessment for sustainable design of fiber-reinforced asphalt concrete

Xiao Tan, J. Xing, Soroush Mahjoubi, Peng-Wei Guo, Zi-Yao Wei, Yuan Wang, Jie Ren, Li Ai, Wei-Na Meng, Yi Bao

Journal of Cleaner Production

DOI

2026

Interpretable Machine Learning for Predicting Splitting Strength of Asphalt Concrete: Insights from SHAP Analysis

J. Xing, Xiao Tan, Yihao Li, Dong-Zhan Jin, Peng-Wei Guo, Yuhua Wang, Hui-Ya Niu

Materials

DOI

2026

Explainable machine learning for predicting compressive strength of rubberized concrete: SHAP interpretation, lifecycle assessment, and design recommendations

Xiao Tan, J. Xing, Yuan Wang, Hao-Tian Qiu, Soroush Mahjoubi, Peng-Wei Guo

Journal of Cleaner Production

DOI

2026

Uncertainty-aware framework for reliable underwater bridge inspection with interpretable defect attribution

Wei-Hao Sun, Shi-Tong Hou, Xiao Tan, Chen Fang, Zhi-Shen Wu, Lihai Zhang

Developments in the Built Environment

DOI

2026

Intelligent visualization and automated classification of defected paint and rusted steel by eddy current thermography scanning technique

Xingxing Zou, Fang Jin, Hao Ma, Hao Xu, Xiao Tan

Engineering structures

DOI

2026

Explainable machine learning surrogate for rapid prediction of abnormal settlement in high-filled canal embankments

Hao-Tian Qiu, Xiao Tan, Yuan Wang, Jie Ren, J. Xing, Hao Gu, Soroush Mahjoubi

Results in Engineering

DOI

2026

Cradle-to-gate assessment and optimization of sustainable geopolymer concrete

Mingyang Zhang, Peng-Wei Guo, Xiao Tan, Jiang Du, Wei-Na Meng, Yi Bao

Journal of Cleaner Production

DOI

2026

Machine Learning-Driven Prediction and Design Guidance for Asphalt Concrete Using Marshall Stability and Indirect Tensile Strength

J. Xing, Xiao Tan, Mu Guo, Peng-Wei Guo, Yuhua Wang, Dong-Zhan Jin

Materials

DOI

2025

基于等值反磁通瞬变电磁法的高填方渠堤沉降检测

樊少彪，宫亚军，邱昊天，宋程锦，谈笑，任杰，王媛

《河南水利与南水北调》

2025

基于响应面法的高填方渠道运行期沉降多因子分析及预测研究

樊少彪，王敬鹏，邱昊天，谈笑，任杰，王媛

《中国水利水电科学研究院学报(中英文)》

DOI

2025

Focus issue on AI-driven measurement methods for resilient infrastructure and communities

Li Ai, Hao Wang, Dan Li, Feng-Xiang Guo, Xiao Tan

Measurement science and technology

DOI

2025

Diffusion-Driven Generation of Synthetic Complex Concrete Crack Images for Segmentation Tasks

Peng-Wei Guo, Xiao Tan, Yi-Ming Liu

Structural Durability & Health Monitoring

DOI

2024

Monitoring restrained shrinkage and cracks of ultra-high-performance concrete (UHPC) using distributed fiber optic sensors

Xiao Tan, Jiang Du, Qinghua Zhang, Wei-Na Meng, Yi Bao

Construction and Building Materials

DOI

2024

Monitoring of pipelines subjected to interactive bending and dent using distributed fiber optic sensors

Xiao Tan, Sina Poorghasem, Ying Huang, Xin Feng, Yi Bao

Automation in Construction

DOI

2024

Machine learning-assisted intelligent interpretation of distributed fiber optic sensor data for automated monitoring of pipeline corrosion

Yi-Ming Liu, Xiao Tan, Yiquan Bao

Measurement

DOI

2024

Reducing the cracking potential of ultra-high-performance concrete (UHPC) with the prewet expansive agent

Jiang Du, Xiao Tan, Yu-Huan Wang, Yi Bao, Wei-Na Meng

Construction and Building Materials

DOI

2024

Data-driven axial bearing capacity analysis of steel tubes infilled with rubberized alkali-activated concrete

Chang-Jie Zhou, Xiao Tan, Yu-Zhou Zheng, Yuan Wang, Soroush Mahjoubi

Advances in Structural Engineering

DOI

2023

FRP/形状记忆合金复合材料力学性能和可回复性能试验研究

惠迎新，薛彦杰，王文炜，谈笑

《复合材料学报》

2023

SMA丝材回复性能试验研究

谈珂威，缪康，王文炜，谈笑

《土木工程与绿色建筑》

2023

Correction: Optimizing high-performance fiber-reinforced cementitious composites for improving bridge resilience and sustainability

Xiao Tan, Soroush Mahjoubi, Qing-Hua Zhang, Daren Dong, Yihengu Bao

Journal of Infrastructure Preservation and Resilience

DOI

2023

Metaheuristic Inverse Analysis on Interfacial Mechanics of Distributed Fiber Optic Sensors Undergoing Interfacial Debonding

Xiao Tan, Soroush Mahjoubi, Xingxing Zou, Weina Meng, Yi Bao

Social Science Research Network

DOI

2022

Experimental investigation on flexural behavior of steel-concrete composite floor slabs with distributed fiber optic sensors

Hao Bai, Deping Guo, Wu-Bin Wang, Xiao Tan, Meng-Pei Yan, Genda Chen, Y. Bao

Journal of Building Engineering

DOI

2022

Optimizing high-performance fiber-reinforced cementitious composites for improving bridge resilience and sustainability

Xiao Tan, Soroush Mahjoubi, Qing-Hua Zhang, Daren Dong, Yihengu Bao

Journal of Infrastructure Preservation and Resilience

DOI

2022

Inverse analysis of strain distributions sensed by distributed fiber optic sensors subject to strain transfer

Soroush Mahjoubi, Xiao Tan, Y. Bao

Mechanical systems and signal processing

DOI

2022

Buckling detection and shape reconstruction using strain distributions measured from a distributed fiber optic sensor

Xiao Tan, Pengwei Guo Data Analysis, Xing-Xing Zou, Yiquan Bao

Measurement

DOI

2021

Detection, visualization, quantification, and warning of pipe corrosion using distributed fiber optic sensors

Xiao Tan, L. Fan, Ying Huang, Y. Bao

Automation in Construction

DOI

2019

FRP/SMA复合材料的基本力学与可回复性能研究

谈笑

《东南大学》

谈笑

精选作品

期刊论文

Explainable machine learning and life cycle assessment for sustainable design of fiber-reinforced asphalt concrete

Interpretable Machine Learning for Predicting Splitting Strength of Asphalt Concrete: Insights from SHAP Analysis

Explainable machine learning for predicting compressive strength of rubberized concrete: SHAP interpretation, lifecycle assessment, and design recommendations

Uncertainty-aware framework for reliable underwater bridge inspection with interpretable defect attribution

Intelligent visualization and automated classification of defected paint and rusted steel by eddy current thermography scanning technique

Explainable machine learning surrogate for rapid prediction of abnormal settlement in high-filled canal embankments

Cradle-to-gate assessment and optimization of sustainable geopolymer concrete

Machine Learning-Driven Prediction and Design Guidance for Asphalt Concrete Using Marshall Stability and Indirect Tensile Strength

基于等值反磁通瞬变电磁法的高填方渠堤沉降检测

基于响应面法的高填方渠道运行期沉降多因子分析及预测研究

Focus issue on AI-driven measurement methods for resilient infrastructure and communities

Diffusion-Driven Generation of Synthetic Complex Concrete Crack Images for Segmentation Tasks

Monitoring restrained shrinkage and cracks of ultra-high-performance concrete (UHPC) using distributed fiber optic sensors

Monitoring of pipelines subjected to interactive bending and dent using distributed fiber optic sensors

Machine learning-assisted intelligent interpretation of distributed fiber optic sensor data for automated monitoring of pipeline corrosion

Reducing the cracking potential of ultra-high-performance concrete (UHPC) with the prewet expansive agent

Data-driven axial bearing capacity analysis of steel tubes infilled with rubberized alkali-activated concrete

FRP/形状记忆合金复合材料力学性能和可回复性能试验研究

SMA丝材回复性能试验研究

Correction: Optimizing high-performance fiber-reinforced cementitious composites for improving bridge resilience and sustainability

Metaheuristic Inverse Analysis on Interfacial Mechanics of Distributed Fiber Optic Sensors Undergoing Interfacial Debonding

Experimental investigation on flexural behavior of steel-concrete composite floor slabs with distributed fiber optic sensors

Optimizing high-performance fiber-reinforced cementitious composites for improving bridge resilience and sustainability

Inverse analysis of strain distributions sensed by distributed fiber optic sensors subject to strain transfer

Buckling detection and shape reconstruction using strain distributions measured from a distributed fiber optic sensor

Detection, visualization, quantification, and warning of pipe corrosion using distributed fiber optic sensors

FRP/SMA复合材料的基本力学与可回复性能研究

研究方向