Machine-Learning-Based Monitoring of Laser Powder Bed Fusion

Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing

(2018) Bing Yao et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Experimental analysis of spatter generation and melt-pool behavior during the powder bed laser beam melting process

(2018) V. Gunenthiram et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Additive manufacturing of metallic components – Process, structure and properties

(2018) T. DebRoy et al.   PROGRESS IN MATERIALS SCIENCE

A review on quality control in additive manufacturing

(2018) Hoejin Kim et al.   RAPID PROTOTYPING JOURNAL

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

Integration of physically-based and data-driven approaches for thermal field prediction in additive manufacturing

(2018) Jingran Li et al.   MATERIALS & DESIGN

Gaussian process-based surrogate modeling framework for process planning in laser powder-bed fusion additive manufacturing of 316L stainless steel

(2017) Gustavo Tapia et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Quality assessment in laser welding: a critical review

(2017) John Stavridis et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Effect of Laser Power and Scan Speed on Melt Pool Characteristics of Commercially Pure Titanium (CP-Ti)

(2017) Chandrakanth Kusuma et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Evaluation of Powder Layer Density for the Selective Laser Melting (SLM) Process

(2017) Joon-Phil Choi et al.   MATERIALS TRANSACTIONS

Metal vapor micro-jet controls material redistribution in laser powder bed fusion additive manufacturing

(2017) Sonny Ly et al.   Scientific Reports

Laser powder-bed fusion additive manufacturing: Physics of complex melt flow and formation mechanisms of pores, spatter, and denudation zones

(2016) Saad A. Khairallah et al.   ACTA MATERIALIA

Data mining and statistical inference in selective laser melting

(2016) Chandrika Kamath   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Computer Vision and Machine Learning for Autonomous Characterization of AM Powder Feedstocks

(2016) Brian L. DeCost et al.   JOM

Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing

(2016) Sarah K. Everton et al.   MATERIALS & DESIGN

Elucidation of melt flows and spatter formation mechanisms during high power laser welding of pure titanium

(2015) Hiroshi Nakamura et al.   JOURNAL OF LASER APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Review of selective laser melting: Materials and applications

(2015) C. Y. Yap et al.   Applied Physics Reviews

Density of additively-manufactured, 316L SS parts using laser powder-bed fusion at powers up to 400 W

(2014) Chandrika Kamath et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Metal Additive Manufacturing: A Review

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

Mesoscopic simulation model of selective laser melting of stainless steel powder

(2014) Saad A. Khairallah et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Defect generation and propagation mechanism during additive manufacturing by selective beam melting

(2014) A. Bauereiß et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Characterization of Metal Powders Used for Additive Manufacturing

(2014) J. A. Slotwinski et al.   JOURNAL OF RESEARCH OF THE NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY

Single track formation in selective laser melting of metal powders

(2010) I. Yadroitsev et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS