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Bingyu Ren

Researcher at Tianjin University

Publications -  15
Citations -  112

Bingyu Ren is an academic researcher from Tianjin University. The author has contributed to research in topics: Computer science & Deep learning. The author has an hindex of 3, co-authored 10 publications receiving 58 citations.

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Probabilistic Risk Analysis of Diversion Tunnel Construction Simulation

TL;DR: A probabilistic risk analysis approach of diversion tunnel construction simulation is proposed, Based on hierarchical simulation model, risk factors can be analyzed at operation level of tunnel construction and Bayesian network is embedded into simulation program to quantitatively calculate probability of risk events in each simulation cycle.
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Real-time monitoring for vibration quality of fresh concrete using convolutional neural networks and IoT technology

TL;DR: The IoT-based monitoring framework is proposed to measure vibration depth and capture concrete surface image (CSI) based on fine-tuned ResNet-50 model using a self-constructed dataset with 15,006 images to determine proper vibration duration.
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Theory on real-time control of construction quality and progress and its application to high arc dam

TL;DR: In this article, a complete scheme for solving the key scientific problems associated with high-standard, high-intensity continuous construction of high arch dams is presented, which provides new theoretical principles and technical measures for quality and progress control in the high arc dam construction process.
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Study on coupled 3D seepage and stress fields of the complex channel project

TL;DR: In this article, a 3D visualization model is established for the engineering geological information of the research channel section by using NURBS-TIN-BRep hybrid data structure.
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Vision-Based Productivity Analysis of Cable Crane Transportation Using Augmented Reality–Based Synthetic Image

TL;DR: The productivity analysis of cable crane transportation in the construction field is of great significance to improve crane equipment management and reduce operation costs.