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From Statistical Physics to Data-Driven Modelling - Francesco Zamponi - Bog

Bag om From Statistical Physics to Data-Driven Modelling

Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine learning.

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  • Sprog:
  • Ukendt
  • ISBN:
  • 9780198864745
  • Indbinding:
  • Hardback
  • Sideantal:
  • 192
  • Udgivet:
  • 9. September 2022
  • Størrelse:
  • 178x15x253 mm.
  • Vægt:
  • 525 g.
  • 8-11 hverdage.
  • 30. Maj 2024
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Beskrivelse af From Statistical Physics to Data-Driven Modelling

Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine learning.

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