In their modern implementation, computational models based on first principles from Physics can dramatically benefit from the recent explosion of Data Science. In fact, these two branches of applied mathematics can virtuously interplay, and at a large extent they already do.

The role of statistics in the era of big data: A computational scientist’ perspective

Quarteroni A.
2018-01-01

Abstract

In their modern implementation, computational models based on first principles from Physics can dramatically benefit from the recent explosion of Data Science. In fact, these two branches of applied mathematics can virtuously interplay, and at a large extent they already do.
2018
Computational methods
Data analysis
Data assimilation
Numerical models
Uncertainty quantification
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1150648
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