Optimal architecture of a convolutional neural network to estimate structural responses for safety evaluation of the structures

DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems

(2020) Mohammad Loni et al.   MICROPROCESSORS AND MICROSYSTEMS

Seismic response prediction method for building structures using convolutional neural network

(2020) Byung Kwan Oh et al.   Structural Control & Health Monitoring

Convolutional neural network–based data recovery method for structural health monitoring

(2020) Byung Kwan Oh et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Group sparsity-aware convolutional neural network for continuous missing data recovery of structural health monitoring

(2020) Zhiyi Tang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Lost data reconstruction for structural health monitoring using deep convolutional generative adversarial networks

(2020) Xiaoming Lei et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Hierarchical deep convolution neural networks based on transfer learning for transformer rectifier unit fault diagnosis

(2020) Shuwen Chen et al.   MEASUREMENT

A new hyperparameters optimization method for convolutional neural networks

(2019) Hua Cui et al.   PATTERN RECOGNITION LETTERS

A multi-objective optimization model for determining the building design and occupant behaviors based on energy, economic, and environmental performance

(2019) Taehoon Hong et al.   ENERGY

AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation

(2019) Maria Baldeon-Calisto et al.   NEUROCOMPUTING

Compressive-sensing data reconstruction for structural health monitoring: a machine-learning approach

(2019) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Convolutional neural network-based wind-induced response estimation model for tall buildings

(2019) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Lost data recovery for structural health monitoring based on convolutional neural networks

(2019) Gao Fan et al.   Structural Control & Health Monitoring

Practical wireless safety monitoring system of long-span girders subjected to construction loading a building under construction

(2019) Yousok Kim et al.   MEASUREMENT

Determining the number of measurements for compressive sensing of traffic-induced vibration data

(2019) Fereidoun Amini et al.   MEASUREMENT

Functional Link Neural Network Learning for Response Prediction of Tall Shear Buildings With Respect to Earthquake Data

(2018) Deepti Moyi Sahoo et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Bayesian multi-task learning methodology for reconstruction of structural health monitoring data

(2018) Hua-Ping Wan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Analyzing and modeling inter-sensor relationships for strain monitoring data and missing data imputation: a copula and functional data-analytic approach

(2018) Zhicheng Chen et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

Model updating method for damage detection of building structures under ambient excitation using modal participation ratio

(2018) Hyo Seon Park et al.   MEASUREMENT

Modal Response-Based Visual System Identification and Model Updating Methods for Building Structures

(2016) Byung Kwan Oh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Detection and prediction of seismic damage to a high-strength concrete moment resisting frame structure

(2016) Patrick Paultre et al.   ENGINEERING STRUCTURES

Damage detection using self-powered wireless sensor data: An evolutionary approach

(2016) Amir H. Alavi et al.   MEASUREMENT

Systematic method for the validation of long-term temperature measurements

(2016) H Abdel-Jaber et al.   Smart Materials and Structures

Damage identification in shear-type structures using a proper orthogonal decomposition approach

(2015) Dansheng Wang et al.   JOURNAL OF SOUND AND VIBRATION

Particle Swarm Optimization with Sequential Niche Technique for Dynamic Finite Element Model Updating

(2014) Faisal Shabbir et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Compressed sensing embedded in an operational wireless sensor network to achieve energy efficiency in long-term monitoring applications

(2014) S M O’Connor et al.   Smart Materials and Structures

Compressive sampling–based data loss recovery for wireless sensor networks used in civil structural health monitoring

(2012) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Neural network based prediction schemes of the non-linear seismic response of 3D buildings

(2011) Nikos D. Lagaros et al.   ADVANCES IN ENGINEERING SOFTWARE

Bayesian neural networks for bridge integrity assessment

(2010) S. Arangio et al.   Structural Control & Health Monitoring

Nonlinear structural response prediction based on support vector machines

(2007) Dong Yinfeng et al.   JOURNAL OF SOUND AND VIBRATION