Additive Manufacturing | Machine Learning | Materials Science Deep learning with mixup augmentation for improved pore detection during additive manufacturing. June 11, 2024
Additive Manufacturing | Material Science Monitoring of Single-Track Melting States Based on Photodiode Signal during Laser Powder Bed Fusion. December 23, 2023
Additive Manufacturing | Image processing | Materials Science Multi-Task Learning of Scanning Electron Microscopy and Synthetic Thermal Tomography Images for Detection of Defects in Additively Manufactured Metals. October 28, 2023
Additive Manufacturing | Computer Science | Engineering A cyber-physical system to design 3D models using mixed reality technologies and deep learning for additive manufacturing. July 27, 2023
Additive Manufacturing | Materials Science Experimental investigation and development of a deep learning framework to predict process-induced surface roughness in additively manufactured aluminum alloys. April 18, 2023
Additive Manufacturing | Engineering | Manufacturing Deep Learning Applied to Defect Detection in Powder Spreading Process of Magnetic Material Additive Manufacturing. August 26, 2022
Additive Manufacturing | Engineering | Material Science Inline Quality Control through Optical Deep Learning-Based Porosity Determination for Powder Bed Fusion of Polymers. March 10, 2022
Additive Manufacturing | Materials Science | Physics A Physics-Informed Convolutional Neural Network with Custom Loss Functions for Porosity Prediction in Laser Metal Deposition. January 22, 2022
Additive Manufacturing | Biomedical Engineering | Material Science Traditional Artificial Neural Networks Versus Deep Learning in Optimization of Material Aspects of 3D Printing. December 24, 2021
Additive Manufacturing | Aerospace Engineering | Material Science Deep Learning Based Monitoring of Spatter Behavior by the Acoustic Signal in Selective Laser Melting. November 13, 2021