A machine learning framework to predict local strain distribution and the evolution of plastic anisotropy & fracture in additively manufactured alloys

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander et al. · 1996 · 19.1K citations

Computing, Computer Science, Geoinformatics +14

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

Saad A. Khairallah, Andrew T. Anderson, Alexander M. Rubenchik et al. · Acta Materialia · 2016 · 2.7K citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +16

The status, challenges, and future of additive manufacturing in engineering

Wei Gao, Yunbo Zhang, Devarajan Ramanujan et al. · Computer-Aided Design · 2015 · 2.6K citations

Engineering, Manufacturing Engineering, Materials Engineering +12

Recent advances and applications of machine learning in solid-state materials science

Jonathan Schmidt, Mário R. G. Marques, Silvana Botti et al. · npj Computational Materials · 2019 · 2.4K citations · Full text

Natural Sciences, Materials Engineering, Materials Science +11