Convolutional neural network-based inspection of metal additive manufacturing parts

Porosity prediction: Supervised-learning of thermal history for direct laser deposition

(2018) Mojtaba Khanzadeh et al.   JOURNAL OF MANUFACTURING SYSTEMS

In situ monitoring of selective laser melting of zinc powder via infrared imaging of the process plume

(2018) M. Grasso et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Advanced Steel Microstructural Classification by Deep Learning Methods

(2018) Seyed Majid Azimi et al.   Scientific Reports

In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes

(2018) Mojtaba Khanzadeh et al.   IISE Transactions

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

(2016) Daniel Weimer et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Image driven machine learning methods for microstructure recognition

(2016) Aritra Chowdhury et al.   COMPUTATIONAL MATERIALS SCIENCE

In-Process Monitoring of Selective Laser Melting: Spatial Detection of Defects Via Image Data Analysis

(2016) Marco Grasso et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Deep learning

(2015) Yann LeCun et al.   NATURE

Metal Additive Manufacturing: A Review

(2014) William E. Frazier   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Laser additive manufacturing of metallic components: materials, processes and mechanisms

(2012) D D Gu et al.   INTERNATIONAL MATERIALS REVIEWS

A comprehensive review of current local features for computer vision

(2008) Jing Li et al.   NEUROCOMPUTING