Development of Defect Detection AI Model for Wire + Arc Additive Manufacturing Using High Dynamic Range Images

End-to-end prediction of weld penetration: A deep learning and transfer learning based method

(2020) Wenhua Jiao et al.   Journal of Manufacturing Processes

Heat-treatment effects on a bimetallic additively-manufactured structure (BAMS) of the low-carbon steel and austenitic-stainless steel

(2020) Md.R.U. Ahsan et al.   Additive Manufacturing

Advanced Welding Manufacturing - An Analysis and Review of Challenges and Solutions

(2020) Yu Ming Zhang et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

A review on wire arc additive manufacturing: Monitoring, control and a framework of automated system

(2020) Chunyang Xia et al.   JOURNAL OF MANUFACTURING SYSTEMS

Microstructures and mechanical behavior of the bimetallic additively-manufactured structure (BAMS) of austenitic stainless steel and Inconel 625

(2020) Md. R.U. Ahsan et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Computer-Aided Diagnosis (CAD) of Pulmonary Nodule of Thoracic CT Image Using Transfer Learning

(2019) Shikun Zhang et al.   JOURNAL OF DIGITAL IMAGING

Automated X-ray recognition of solder bump defects based on ensemble-ELM

(2019) Lei Su et al.   Science China-Technological Sciences

Heat treatment effects on Inconel 625 components fabricated by wire + arc additive manufacturing (WAAM)—part 1: microstructural characterization

(2019) A. N. M. Tanvir et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Investigation of humping defect formation in a lap joint at a high-speed hybrid laser-GMA welding

(2019) Philip Yamba et al.   Results in Physics

Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding

(2019) Zhifen Zhang et al.   Journal of Manufacturing Processes

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

DeepWelding: A Deep Learning Enhanced Approach to GTAW Using Multisource Sensing Images

(2019) Yunhe Feng et al.   IEEE Transactions on Industrial Informatics

Automated vision system for quality inspection of slate slabs

(2018) C. Iglesias et al.   COMPUTERS IN INDUSTRY

A layers-overlapping strategy for robotic wire and arc additive manufacturing of multi-layer multi-bead components with homogeneous layers

(2018) Yongzhe Li et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Manufacture of complex thin-walled metallic objects using weld-deposition based additive manufacturing

(2018) Jayaprakash Sharma Panchagnula et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

A Generic Deep-Learning-Based Approach for Automated Surface Inspection

(2018) Ruoxu Ren et al.   IEEE Transactions on Cybernetics

Revealing internal flow behaviour in arc welding and additive manufacturing of metals

(2018) Lee Aucott et al.   Nature Communications

Thermal analysis for single-pass multi-layer GMAW based additive manufacturing using infrared thermography

(2017) Dongqing Yang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Microstructure and mechanical properties of the austenitic stainless steel 316L fabricated by gas metal arc additive manufacturing

(2017) Xiaohui Chen et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Corrigendum: Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Using the multi-wire GMAW processes for controlling the formation of humping

(2017) Dingjian Ye et al.   Welding in the World

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Bead modelling and implementation of adaptive MAT path in wire and arc additive manufacturing

(2016) Donghong Ding et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Forming appearance analysis in multi-layer single-pass GMAW-based additive manufacturing

(2015) Jun Xiong et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A support vector machine approach for classification of welding defects from ultrasonic signals

(2014) Yuan Chen et al.   Nondestructive Testing and Evaluation

Automatic classification approach to weld defects based on PCA and SVM

(2013) Weilei Mu et al.   INSIGHT

Automated Defect Recognition and Identification in Digital Radiography

(2013) P. Baniukiewicz   JOURNAL OF NONDESTRUCTIVE EVALUATION

Prevention of humping bead associated with high welding speed by double-electrode gas metal arc welding

(2012) C. S. Wu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis

(2012) Jun Xiong et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Modeling of bead section profile and overlapping beads with experimental validation for robotic GMAW-based rapid manufacturing

(2012) Jun Xiong et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Automatic Inspection System of Welding Radiographic Images Based on ANN Under a Regularisation Process

(2011) Juan Zapata et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Application of a Hybrid 3D-2D Laser Scanning System to the Characterization of Slate Slabs

(2010) Marcos López et al.   SENSORS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY