Additive Manufacturing Materials and Processes

Field	Engineering
Subfield	Mechanical Engineering
Domain	Physical Sciences
OpenAlex	T10705

Smeal faculty

• Edward T. Reutzel - score 19.0

Papers

• Application of supervised machine learning for defect detection during metallic powder bed fusion additive manufacturing using high resolution imaging. (2018) - cites 435
• Thermo-mechanical model development and validation of directed energy deposition additive manufacturing of Ti–6Al–4V (2014) - cites 424
• Invited Review Article: Review of the formation and impact of flaws in powder bed fusion additive manufacturing (2020) - cites 216
• Effect of processing conditions on the microstructure, porosity, and mechanical properties of Ti-6Al-4V repair fabricated by directed energy deposition (2018) - cites 172
• Toward in-situ flaw detection in laser powder bed fusion additive manufacturing through layerwise imagery and machine learning (2021) - cites 159
• Flaw detection in powder bed fusion using optical imaging (2017) - cites 150
• Multi-modal sensor fusion with machine learning for data-driven process monitoring for additive manufacturing (2021) - cites 129
• Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging (2018) - cites 123
• Formation processes for large ejecta and interactions with melt pool formation in powder bed fusion additive manufacturing (2019) - cites 113
• Intra-layer closed-loop control of build plan during directed energy additive manufacturing of Ti–6Al–4V (2015) - cites 100
• A survey of sensing and control systems for machine and process monitoring of directed-energy, metal-based additive manufacturing (2015) - cites 99
• Optical, Layerwise Monitoring of Powder Bed Fusion (2015) - cites 91
• Predicting Microstructure From Thermal History During Additive Manufacturing for Ti-6Al-4V (2016) - cites 74
• Effect of Substrate Thickness and Preheating on the Distortion of Laser Deposited Ti–6Al–4V (2018) - cites 74
• 3D spatial reconstruction of thermal characteristics in directed energy deposition through optical thermal imaging (2015) - cites 69
• Effect of directed energy deposition processing parameters on laser deposited Inconel® 718: External morphology (2017) - cites 69
• Physics-Based Multivariable Modeling and Feedback Linearization Control of Melt-Pool Geometry and Temperature in Directed Energy Deposition (2016) - cites 69
• Multi-sensor investigations of optical emissions and their relations to directed energy deposition processes and quality (2018) - cites 66
• Effect of directed energy deposition processing parameters on laser deposited Inconel® 718: Microstructure, fusion zone morphology, and hardness (2017) - cites 63