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Colloquium Jacques Morgenstern

Colloquium J. Morgenstern : Andrew Stuart

Andrew Stuart, Caltech, États Unis Andrew Stuart, Caltech, États Unis

Andrew Stuart, Professeur d'informatique et de sciences mathématiques à Caltech (États-Unis) présentera le 28 mars 2019 ses travaux lors du prochain colloquium J. Morgenstern : "The Legacy of Rudolph Kalman" .

  • Date : 28/03/2019
  • Lieu : Inria, Sophia Antipolis, Amphithéâtre, Bâtiment Kahn
  • Intervenant(s) : Andrew Stuart (Caltech, USA)
  • Organisateur(s) : Comité Colloquium Jacques Morgenstern

Titre, résumé et présentation sont exclusivement en anglais.

Résumé

In 1960 Rudolph Kalman published what is arguably the first paper to develop a systematic, principled approach to the use of data to improve the predictive capability of mathematical models. As our ability to gather data grows at an enormous rate, the importance of this work continues to grow too. The lecture will describe this paper, and developments that have stemmed from it, revolutionizing fields such space-craft navigation, weather prediction, oceanography and oil recovery; the lecture will also describe new application domains such as climate modeling, medical imaging and machine learning. Some mathematical details will be also provided, but limited to simple concepts such as optimization and iteration; the talk is designed to be broadly accessible to anyone with an interest in quantitative science.

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Mots-clés : Sophia Antipolis - Méditerranée Inria Modèles mathématiques Prédiction Data

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