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Markov Chains: Applications and Coupled Chains
Covers Markov chains, coupled chains, and their applications, emphasizing the importance of irreducibility.
Markov Chains and Algorithm Applications
Covers Markov chains and their applications in algorithms, focusing on Markov Chain Monte Carlo sampling and the Metropolis-Hastings algorithm.
Hidden Markov Models (HMM): Theory
Covers Hidden Markov Models (HMM) for modeling time series data and decoding using the Viterbi Algorithm.
Markov Chains: Introduction and Properties
Covers the introduction and properties of Markov chains, including transition matrices and stochastic processes.
Lindblad equation
Covers the interpretation of the Lindblad equation and its unitary part in quantum gases.
Markov Chains: Ergodicity and Stationary Distribution
Explores ergodicity and stationary distribution in Markov chains, emphasizing convergence properties and unique distributions.
Markov Chains and Applications
Explores Markov chains, Ising Model, Metropolis algorithm, and Glauber dynamics.
Neurobiological Signals: Processing and Classification
Explores neurobiological signal processing, including spike modeling, de-noising, and data classification techniques.
Discrete-Time Markov Chains: Definitions
Covers the definitions and state probabilities of discrete-time Markov chains.
Quantum Entropy: Markov Chains and Bell States
Explores quantum entropy in Markov chains and Bell states, emphasizing entanglement.