SITO NON PIU' AGGIORNATO - UNIVERSITÀ DI PAVIA

Dipartimento di Matematica ''F. Casorati''

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Scientific Computing and Deep Learning

Jinchao Xu, Penn State University

Sala conferenze IMATI-CNR, Pavia - Venerdì 10 Maggio 2019 h.10:15


Abstract. In this lecture, I will give an elementary introduction to two different research fields, scientific computing and machine learning, and discuss about their relationships. For scientific computing, I will focus on numerical methods for partial differential equations, especially finite element and multigrid methods. For machine learning, I will focus on deep neural networks, especially convolutional neural networks. I will report some recent mathematical results to illustrate the connections of these two different fields and motivate some interesting cross-fertilization research topics.



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Dipartimento di Matematica ''F. Casorati''

Università degli Studi di Pavia - Via Ferrata, 5 - 27100 Pavia
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