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From Statistical Physics to Data-Driven Modelling
- Binding:
- Hardback
- Pages:
- 192
- Published:
- September 8, 2022
- Dimensions:
- 178x15x253 mm.
- Weight:
- 525 g.
Delivery:
2-4 weeks
Expected delivery: August 3, 2025
Description of 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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