A systematic literature review on recent trends of machine learning applications in additive manufacturing

Deep learning applications and challenges in big data analytics

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar et al. · Journal Of Big Data · 2015 · 2.6K citations · Full text

Computing, Computer Science, Data Science +9

Mechanical characterization of 3D-printed polymers

John Ryan C. Dizon, Alejandro H. Espera, Qiyi Chen et al. · Additive manufacturing · 2017 · 1.3K citations

Natural Sciences, Materials Engineering, Materials Science +12

Application of supervised machine learning for defect detection during metallic powder bed fusion additive manufacturing using high resolution imaging.

Christian Gobert, Edward W. Reutzel, Jan Petrich et al. · Additive manufacturing · 2018 · 438 citations

Engineering, Computer Science, Manufacturing Engineering +17

Prediction of surface roughness in extrusion-based additive manufacturing with machine learning

Zhixiong Li, Ziyang Zhang, Junchuan Shi et al. · Robotics and Computer-Integrated Manufacturing · 2019 · 429 citations

Engineering, Manufacturing Engineering, Materials Science +13

Machine learning-based image processing for on-line defect recognition in additive manufacturing

Alessandra Caggiano, Jianjing Zhang, Vittorio Alfieri et al. · CIRP Annals · 2019 · 416 citations

Engineering, Computer Science, Manufacturing Engineering +16