Convolutional neural network for risk assessment in polycrystalline alloy structures via ultrasonic testing

Fatigue Crack Evaluation with the Guided Wave–Convolutional Neural Network Ensemble and Differential Wavelet Spectrogram

(2022) Jian Chen et al.   SENSORS

Feature extraction and neural network-based fatigue damage detection and classification

(2022) Hassan Alqahtani et al.   NEURAL COMPUTING & APPLICATIONS

Uncertainty quantification in fault detection using convolutional neural networks

(2021) Runhai Feng et al.   GEOPHYSICS

Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil

(2021) Quang Hung Nguyen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

SSGD: A Safe and Efficient Method of Gradient Descent

(2021) Jinhuan Duan et al.   Security and Communication Networks

A review of uncertainty quantification in deep learning: Techniques, applications and challenges

(2021) Moloud Abdar et al.   Information Fusion

Damage Localization in Pressure Vessel by Guided Waves Based On Convolution Neural Network Approach

(2020) Chaojie Hu et al.   JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME

Classification of Fatigue Crack Damage in Polycrystalline Alloy Structures Using Convolutional Neural Networks

(2020) Hassan Alqahtani et al.   ENGINEERING FAILURE ANALYSIS

A review of ultrasonic testing applications in additive manufacturing: Defect evaluation, material characterization, and process control

(2020) F. Honarvar et al.   ULTRASONICS

Differential convolutional neural network

(2019) M. Sarıgül et al.   NEURAL NETWORKS

Guided Wave-Convolutional Neural Network Based Fatigue Crack Diagnosis of Aircraft Structures

(2019) Xu et al.   SENSORS

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

(2019) Zhuyun Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

On the Reduction of Computational Complexity of Deep Convolutional Neural Networks

(2018) Partha Maji et al.   Entropy

A nonlinear ANN equalizer with mini-batch gradient descent in 40Gbaud PAM-8 IM/DD system

(2018) Pengqi Gou et al.   OPTICAL FIBER TECHNOLOGY

Convolutional neural network for ultrasonic weldment flaw classification in noisy conditions

(2018) Nauman Munir et al.   ULTRASONICS

Crambe grain drying: Evaluation of a linear and double resistance driving force model and energetic performance

(2017) Fernanda Paola Butarelli Cruz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Data Augmentation for Deep Neural Network Acoustic Modeling

(2015) Xiaodong Cui et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals

(2012) Thiago M. Nunes et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic Defect Classification in Ultrasonic NDT Using Artificial Intelligence

(2010) S. Sambath et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION