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Handbook of Dynamics and Probability
Paperback
Environmental StudiesGeneral MathematicsProbability & Statistics
ISBN13: 9783030884888
Publisher: Springer Nature
Published: Nov 21 2022
Pages: 543
Weight: 1.71
Height: 1.14 Width: 6.14 Depth: 9.21
Language: English
Introduction
I Dynamics
Deterministic dynamical systems
Linear and integrable systems
Stability and long-time behavior
Ergodic theory
Numerical Algorithms
II Probability
Probability Theory
Discrete-time stochastic processes
Continuous-time stochastic processes
Information entropy
III Probability in dynamical evolution
Time evolution of broadened initial states
Stochastic processes generated by observables
Stochastic dynamical systems
IV Probability in scientific reasoning
Interpretations of probability
Parameter estimation and hypothesis testing
Bayesian inferences
V Probability in physics
Equilibrium statistical mechanics
Non-equilibrium statistical mechanics
Foundational issues of statistical mechanics
Quantum Mechanics
A Classical Mechanics
B Thermostatics
C Fluid dynamicsD Some proofs and explicit computations
E Mathematical tools, conventions and notation
References
Index
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