Shaping the Future of Materials Science with Machine Learning

Osvaldo N. Oliveira Jr.*, Jose F. Rodrigues Jr., Maria Cristina F. de Oliveira** *São Carlos Institute of Physics, University of São Paulo (USP), CP 369, 13560-970 São Carlos, SP, Brazil**Institute of Mathematics and Computer Science, University of São Paulo (USP), CP 668 13560-970 São Carlos, SP, Brazil View articles As we approach the end of the second decade of the 21st century, we may envisage a completely different paradigm for generating knowledge, which might become a reality in a few decades. According to this new paradigm, artificial systems (machines!) will be able to generate knowledge; that is to say, for the first time in history, knowledge would be created without human intervention. This prediction is based upon developments in machine learning following decades of intense research, which have achieved innovative leaps in recent…

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