From Statistical Physics To Data-driven Modelling
Author(s)
Simona Cocco
Rémi Monasson
Francesco Zamponi
Simona Cocco
Rémi Monasson
Francesco Zamponi
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.
| Name in long format: | From Statistical Physics To Data-driven Modelling |
|---|---|
| ISBN-10: | 0198864744 |
| ISBN-13: | 9780198864745 |
| Book pages: | 192 |
| Book language: | en |
| Publisher: | Oxford University Press |
