On the effect of spatter particles distribution on the quality of Hastelloy X parts made by laser powder-bed fusion additive manufacturing
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journal
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January 2019 |
In-Process Monitoring of Material Cross-Contamination Defects in Laser Powder Bed Fusion
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journal
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July 2018 |
Direct observation of pore formation mechanisms during LPBF additive manufacturing process and high energy density laser welding
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journal
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June 2020 |
On the limitations of Volumetric Energy Density as a design parameter for Selective Laser Melting
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journal
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January 2017 |
Sensor-Based Build Condition Monitoring in Laser Powder Bed Fusion Additive Manufacturing Process Using a Spectral Graph Theoretic Approach
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journal
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June 2018 |
In-process monitoring of porosity in additive manufacturing using optical emission spectroscopy
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journal
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October 2019 |
Part-scale thermal simulation of laser powder bed fusion using graph theory: Effect of thermal history on porosity, microstructure evolution, and recoater crash
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journal
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June 2021 |
A review on measurement science needs for real-time control of additive manufacturing metal powder bed fusion processes
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journal
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February 2016 |
Controlling interdependent meso-nanosecond dynamics and defect generation in metal 3D printing
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journal
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May 2020 |
Deep semi-supervised learning of dynamics for anomaly detection in laser powder bed fusion
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journal
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September 2021 |
Toward in-situ flaw detection in laser powder bed fusion additive manufacturing through layerwise imagery and machine learning
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journal
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April 2021 |
Deep Learning for Distortion Prediction in Laser-Based Additive Manufacturing using Big Data
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journal
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April 2019 |
Toward the digital twin of additive manufacturing: Integrating thermal simulations, sensing, and analytics to detect process faults
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journal
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January 2020 |
Nonlinear decision boundary created by a machine learning-based classifier to mitigate nonlinear phase noise
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conference
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September 2015 |
Observation of keyhole-mode laser melting in laser powder-bed fusion additive manufacturing
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journal
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December 2014 |
Additive manufacturing of metallic components – Process, structure and properties
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journal
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March 2018 |
Denudation of metal powder layers in laser powder bed fusion processes
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journal
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August 2016 |
Generative adversarial network for early-stage design flexibility in topology optimization for additive manufacturing
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journal
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April 2021 |
Digitally twinned additive manufacturing: Detecting flaws in laser powder bed fusion by combining thermal simulations with in-situ meltpool sensor data
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journal
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December 2021 |
Keyhole threshold and morphology in laser melting revealed by ultrahigh-speed x-ray imaging
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journal
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February 2019 |
Closed-loop control of meltpool temperature in directed energy deposition
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journal
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March 2022 |
In-process sensing in selective laser melting (SLM) additive manufacturing
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journal
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February 2016 |
Pyrometric-Based Melt Pool Monitoring Study of CuCr1Zr Processed Using L-PBF
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journal
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October 2020 |
A three-phase model for simulation of heat transfer and melt pool behaviour in laser powder bed fusion process
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journal
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March 2021 |
Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging
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journal
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July 2018 |
Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning
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journal
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April 2020 |
A convolutional approach to quality monitoring for laser manufacturing
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journal
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October 2019 |
A Study on the Laser Spatter and the Oxidation Reactions During Selective Laser Melting of 316L Stainless Steel, Al-Si10-Mg, and Ti-6Al-4V
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journal
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April 2015 |
A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing
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journal
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October 2014 |
Formation processes for large ejecta and interactions with melt pool formation in powder bed fusion additive manufacturing
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journal
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March 2019 |
The metallurgy and processing science of metal additive manufacturing
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journal
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March 2016 |
Machine Learning in Additive Manufacturing: A Review
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journal
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April 2020 |
In Situ Monitoring of Thin-Wall Build Quality in Laser Powder Bed Fusion Using Deep Learning
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journal
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December 2019 |
Laser powder bed fusion additive manufacturing of metals; physics, computational, and materials challenges
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journal
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December 2015 |
A random forest guided tour
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journal
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April 2016 |
Image Segmentation Using K -means Clustering Algorithm and Subtractive Clustering Algorithm
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journal
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January 2015 |
Application of characterization, modelling, and analytics towards understanding process-structure linkages in metallic 3D printing
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journal
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July 2017 |
What is a support vector machine?
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journal
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December 2006 |
Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing
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journal
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April 2016 |
Mechanisms and characteristics of spatter generation in SLM processing and its effect on the properties
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journal
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March 2017 |
Process defects and in situ monitoring methods in metal powder bed fusion: a review
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journal
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February 2017 |
Closing the science gap in 3D metal printing
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journal
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May 2020 |
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
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journal
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August 1998 |
On the role of melt flow into the surface structure and porosity development during selective laser melting
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journal
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September 2015 |
DLAM: Deep Learning Based Real-Time Porosity Prediction for Additive Manufacturing Using Thermal Images of the Melt Pool
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journal
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January 2021 |
Progress Towards Metal Additive Manufacturing Standardization to Support Qualification and Certification
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journal
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February 2017 |
Monitoring and prediction of porosity in laser powder bed fusion using physics-informed meltpool signatures and machine learning
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journal
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June 2022 |
In-situ measurement and monitoring methods for metal powder bed fusion: an updated review
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journal
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July 2021 |
Acoustic Anomaly Detection in Additive Manufacturing with Long Short-Term Memory Neural Networks
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conference
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April 2020 |
Defects and anomalies in powder bed fusion metal additive manufacturing
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journal
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April 2022 |
Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones
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journal
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April 2016 |
Laser-metal interaction dynamics during additive manufacturing resolved by detection of thermally-induced electron emission
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journal
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November 2020 |
Additive Manufacturing: Current State, Future Potential, Gaps and Needs, and Recommendations
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journal
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February 2015 |
Porosity Measurements and Analysis for Metal Additive Manufacturing Process Control
- Slotwinski, John A.; Garboczi, Edward J.; Hebenstreit, Keith M.
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Journal of Research of the National Institute of Standards and Technology, Vol. 119
https://doi.org/10.6028/jres.119.019
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journal
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January 2014 |
Machine‐Learning‐Based Monitoring of Laser Powder Bed Fusion
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journal
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August 2018 |
In-Process Monitoring of Selective Laser Melting: Spatial Detection of Defects Via Image Data Analysis
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journal
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November 2016 |
Overview of Materials Qualification Needs for Metal Additive Manufacturing
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journal
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January 2016 |
Identification and characterization of spatter particles and their effect on surface roughness, density and mechanical response of 17-4 PH stainless steel laser powder-bed fusion parts
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journal
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May 2019 |
A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring
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journal
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July 2017 |
Additive manufacturing: technology, applications and research needs
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journal
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May 2013 |