Residual Strength Evaluation of Corroded Textile-Reinforced Concrete by the Deep Learning-Based Method

Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

(2020) Francisco Pérez-Hernández et al.   KNOWLEDGE-BASED SYSTEMS

Dense connection and depthwise separable convolution based CNN for polarimetric SAR image classification

(2020) Ronghua Shang et al.   KNOWLEDGE-BASED SYSTEMS

Deep Learning for fractographic classification in metallic materials

(2020) María X. Bastidas-Rodriguez et al.   ENGINEERING FAILURE ANALYSIS

Predicting the effective mechanical property of heterogeneous materials by image based modeling and deep learning

(2019) Xiang Li et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Automatic seismic damage identification of reinforced concrete columns from images by a region-based deep convolutional neural network

(2019) Yang Xu et al.   Structural Control & Health Monitoring

Deep Learning for Critical Infrastructure Resilience

(2019) Kevin Dick et al.   Journal of Infrastructure Systems

Flexural behavior of basalt textile-reinforced concrete

(2018) Yunxing Du et al.   CONSTRUCTION AND BUILDING MATERIALS

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Remaining fatigue life assessment of in-service road bridge decks based upon artificial neural networks

(2018) Eissa Fathalla et al.   ENGINEERING STRUCTURES

Effects of Strain Rate and Temperature on the Flexural Behavior of Basalt and Glass Textile–Reinforced Concrete

(2018) Sai Liu et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

(2018) Osama Abdeljaber et al.   NEUROCOMPUTING

Deep learning based image recognition for crack and leakage defects of metro shield tunnel

(2018) Hong-wei Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Parallel computing method of deep belief networks and its application to traffic flow prediction

(2018) Lu Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Recognition of asphalt pavement crack length using deep convolutional neural networks

(2017) Zheng Tong et al.   Road Materials and Pavement Design

Tensile behavior of textile reinforced concrete subjected to freezing–thawing cycles in un-cracked and cracked regimes

(2015) Isabella Giorgia Colombo et al.   CEMENT AND CONCRETE RESEARCH

Bending behaviour of Textile Reinforced Concrete sandwich beams

(2015) Isabella Giorgia Colombo et al.   CONSTRUCTION AND BUILDING MATERIALS

Experimental investigations on Textile-Reinforced Concrete (TRC) sandwich sections

(2014) Ali Shams et al.   COMPOSITE STRUCTURES

An analytical model for sandwich panels made of textile-reinforced concrete

(2014) Ali Shams et al.   CONSTRUCTION AND BUILDING MATERIALS