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Lecture
Sampling the Canonical Ensemble
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Thermodynamics and phase space sampling
Covers the computation of observables through probability distributions and the significance of efficient importance sampling in simulations.
Ensemble microcanonique: perfect gas
Explores the microcanonical ensemble applied to a perfect gas and the statistical mean of physical quantities.
Efficiency of Sampling: Ergodicity and Autocorrelation Functions
Explores the efficiency of sampling in molecular dynamics, focusing on ergodicity and autocorrelation functions.
Statistical Distribution in Canonical and Grand-Canonical Ensembles
Covers the statistical distribution in canonical and grand-canonical ensembles, focusing on the bathed system.
Gibbs Sampling: Simulated Annealing
Covers the concept of Gibbs sampling and its application in simulated annealing.
Quantum Statistics: Canonical & Grand Canonical Ensembles
Explores quantum statistics in canonical and grand canonical ensembles, discussing distinguishability, microstates, and the Pauli exclusion principle.
Wireless Receivers: Time and Phase Offset
Covers the impact and compensation of time and phase offset in wireless receivers.
Digital Signal Processing: Theory
Covers the theory of digital signal processing, including sampling, transformation methods, digitization, and PID controllers.
Paramagnetism: Microcanonical vs Canonical Treatment
Delves into the microcanonical and canonical treatment of paramagnetism in external fields.
Grand Canonical and Isothermal Ensembles
Explores the grand canonical and isothermal isobaric ensembles and their thermodynamic implications.
