Qualify-As-You-Go Sensor Fusion, Process Zone Signatures and Deep Contrastive Learning for Multi-Material Composition Monitoring in LPBF Process

Classification of progressive wear on a multi-directional pin-on-disc tribometer simulating conditions in human joints - UHMWPE against CoCrMo using Acoustic Emission and Machine Learning

Monitoring Of Laser Powder Bed Fusion Process By Bridging Dissimilar Process Maps Using Deep Learning-based Domain Adaptation on Acoustic Emissions

Real-Time Monitoring and Quality Assurance for Laser-Based Directed Energy Deposition: Integrating Coaxial Imaging and Self-Supervised Deep Learning Framework

Self-Supervised Bayesian Representation Learning of Acoustic Emissions from Laser Powder Bed Fusion Process for In-situ Monitoring

Sensor selection for process monitoring based on deciphering acoustic emissions from different dynamics of the Laser Powder Bed Fusion process using Empirical Mode Decompositions and Interpretable …

Monitoring of direct energy deposition process using deep-net based manifold learning and co-axial melt pool imaging

Repositry supporting two publications on LPBF process monitoring using acoustic emissions

Long short-term memory based semi-supervised encoder-decoder for early prediction of failures in self-lubricating bearings

Semi-supervised monitoring of laser powder bed fusion process based on acoustic emissions

Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process

Deep learning-based monitoring of laser powder bed fusion process on variable time-scales using heterogeneous sensing and operando X-ray radiography guidance

In Situ Quality Monitoring in Direct Energy Deposition Process using Co-axial Process Zone Imaging and Deep Contrastive Learning