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Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data - Softcover

Kutz, J. Nathan (Professor Of Applied Mathematics, University Of Washington)

 
9780199660346: Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data
Softcover
ISBN 10: 0199660344 ISBN 13: 9780199660346
Verlag: Oxford University Press, 2013

Inhaltsangabe

Develops techniques that allow for the integration of the dynamics of complex systems and big data

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Über die Autorin bzw. den Autor


J. Nathan Kutz, Professor of Applied Mathematics, University of Washington

Professor Kutz is the Robert Bolles and Yasuko Endo Professor of Applied Mathematics at the University of Washington. Prof. Kutz was awarded the B.S. in physics and mathematics from the University of Washington (Seattle, WA) in 1990 and the PhD in Applied Mathematics from Northwestern University (Evanston, IL) in 1994. He joined the Department of Applied Mathematics, University of Washington in 1998 and became Chair in 2007.

Professor Kutz is especially interested in a unified approach to applied mathematics that includes modeling, computation and analysis. His area of current interest concerns phenomena in complex systems and data analysis (dimensionality reduction, compressive sensing, machine learning), neuroscience (neuro-sensory systems, networks of neurons), and the optical sciences (laser dynamics and modelocking, solitons, pattern formation in nonlinear optics).

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Verlag
Oxford University Press
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
0199660344
ISBN 13 
9780199660346
Einband
Taschenbuch
Anzahl der Seiten
656
Kontakt zum Hersteller
ORIGINAL KAISER
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