Cargando…

Fatigue Factor Assessment and Life Prediction of Concrete Based on Bayesian Regularized BP Neural Network

Concrete tensile properties usually govern the fatigue cracking of structural components such as bridge decks under repetitive loading. A fatigue life reliability analysis of commonly used ordinary cement concrete is desirable. As fatigue is affected by many interlinked factors whose effect is nonli...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Huating, Sun, Zhenyu, Zhong, Zefeng, Huang, Yan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267291/ https://www.ncbi.nlm.nih.gov/pubmed/35806616 http://dx.doi.org/10.3390/ma15134491

Ejemplares similares

Tensile Fatigue Properties of Ordinary Plain Concrete and Reinforced Concrete under Flexural Loading
por: Chen, Huating, et al.
Publicado: (2023)

Bayesian Regularized Artificial Neural Network Model to Predict Strength Characteristics of Fly-Ash and Bottom-Ash Based Geopolymer Concrete
por: Aneja, Sakshi, et al.
Publicado: (2021)

Prediction of Water Resistance of Magnesium Oxychloride Cement Concrete Based upon Hybrid-BP Neural Network
por: Wang, Penghui, et al.
Publicado: (2023)

Fatigue Driving Detection Method Based on Combination of BP Neural Network and Time Cumulative Effect
por: Chen, Jian, et al.
Publicado: (2022)

Ultrasonic based concrete defects identification via wavelet packet transform and GA-BP neural network
por: Hu, Tianyu, et al.
Publicado: (2021)

Determination of Bridge Prestress Loss under Fatigue Load Based on PSO-BP Neural Network
por: Wang, Yongguang
Publicado: (2021)

Prediction of the compressive strength of high-performance self-compacting concrete by an ultrasonic-rebound method based on a GA-BP neural network
por: Du, Guoqiang, et al.
Publicado: (2021)

Self-organizing Maps and Bayesian Regularized Neural Network for Analyzing Gasoline and Diesel Price Drifts
por: Sujatha, R., et al.
Publicado: (2022)

Numerical Analysis of Flexural Behavior of Prestressed Steel-Concrete Continuous Composite Beams Based on BP Neural Network
por: Du, Huanhuan, et al.
Publicado: (2022)

Channel Prediction Based on BP Neural Network for Backscatter Communication Networks
por: Zhao, Jumin, et al.
Publicado: (2020)

Retracted: Determination of Bridge Prestress Loss under Fatigue Load Based on PSO-BP Neural Network
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Correction: Prediction of the compressive strength of high-performance self-compacting concrete by an ultrasonic-rebound method based on a GA-BP neural network
por: Du, Guoqiang, et al.
Publicado: (2021)

Genome-Wide Prediction of Complex Traits in Two Outcrossing Plant Species Through Deep Learning and Bayesian Regularized Neural Network
por: Maldonado, Carlos, et al.
Publicado: (2020)

Simultaneous retrieval of sugarcane variables from Sentinel-2 data using Bayesian regularized neural network
por: Hajeb, Mohammad, et al.
Publicado: (2023)

Numerical Simulation of Fatigue Life of Rubber Concrete on the Mesoscale
por: Pei, Xianfeng, et al.
Publicado: (2023)

Approximate Bayesian neural networks in genomic prediction
por: Waldmann, Patrik
Publicado: (2018)

Fatigue Life Prediction of Reinforced Concrete Beams Strengthened with CFRP: Study Based on an Accumulative Damage Model
por: Guo, Xin-Yan, et al.
Publicado: (2019)

Optimization of Optical Machine Structure by Backpropagation Neural Network Based on Particle Swarm Optimization and Bayesian Regularization Algorithms
por: Zhang, Xinyong, et al.
Publicado: (2021)

Artificial Neural Network Modeling of a CMOS Differential Low-Noise Amplifier Using the Bayesian Regularization Algorithm
por: Subburaman, Bhuvaneshwari, et al.
Publicado: (2023)

Fatigue Assessment Strategy Using Bayesian Techniques
por: Castillo, Enrique, et al.
Publicado: (2019)

Application of BP Neural Networks in Garment Pattern Design System
por: Ma, Shuo, et al.
Publicado: (2022)

The Sustainable Development Assessment of Reservoir Resettlement Based on a BP Neural Network
por: Huang, Li, et al.
Publicado: (2018)

Research on residual GM optimization based on PEMEA-BP correction
por: Duan, Junhang, et al.
Publicado: (2020)

The Prediction in Computer Color Matching of Dentistry Based on GA+BP Neural Network
por: Li, Haisheng, et al.
Publicado: (2015)

PSO-BP Neural Network-Based Strain Prediction of Wind Turbine Blades
por: Liu, Xin, et al.
Publicado: (2019)

Prediction model of PSO-BP neural network on coliform amount in special food
por: Deng, Yun, et al.
Publicado: (2019)

Prediction of College Students' Sports Performance Based on Improved BP Neural Network
por: Tang, Hengyao, et al.
Publicado: (2022)

Bayesian Gene Selection Based on Pathway Information and Network-Constrained Regularization
por: Cao, Ming, et al.
Publicado: (2021)

Risk assessment of earthquake network public opinion based on global search BP neural network
por: Huang, Xing, et al.
Publicado: (2019)

Effectiveness Assessment of College Ideological and Political Courses Using BP Neural Networks in Network Environment
por: Huang, Chudiao, et al.
Publicado: (2022)

Backpropagation With Sparsity Regularization for Spiking Neural Network Learning
por: Yan, Yulong, et al.
Publicado: (2022)

Bayesian modeling of neural networks
por: Mutihac, R C, et al.
Publicado: (1998)

Bayesian learning for neural networks
por: Neal, Radford M
Publicado: (1996)

Bayesian regularization to predict neuropsychiatric adverse events in smoking cessation with pharmacotherapy
por: Truong, Van Thi Thanh, et al.
Publicado: (2023)

Bayesian neural networks with variable selection for prediction of genotypic values
por: van Bergen, Giel H. H., et al.
Publicado: (2020)

Safety Risk Assessment of Tourism Management System Based on PSO-BP Neural Network
por: Guo, Wenru
Publicado: (2021)

Remaining Useful Life Prediction of Lithium-Ion Batteries Using Neural Networks with Adaptive Bayesian Learning
por: Pugalenthi, Karkulali, et al.
Publicado: (2022)

Analysis of Sports Performance Prediction Model Based on GA-BP Neural Network Algorithm
por: Wang, Jinjuan
Publicado: (2021)

Psychological emotions-based online learning grade prediction via BP neural network
por: Xiao, Jiongen, et al.
Publicado: (2022)

The Prediction of Steel Bar Corrosion Based on BP Neural Networks or Multivariable Gray Models
por: Liu, Juan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_a78cg1ft3pguustig91kgvpbtq