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Spike Wigner ModelExplores the Spike Wigner model, Bayesian denoising, state evolution, and spectral methods in matrix analysis.
Quantum Physics IExplores quantum state evolution, unitary operators, Heisenberg representation, spin precession, and observable averages.
Applications of GAMPDelves into applying the GAMP algorithm to simplify the lasso problem and analyze optimization challenges in neural networks.
Anoxygenic PhotosynthesisExplores anoxygenic photosynthesis, redox potential, ATP generation, bacterial adaptation to low light, and the evolution of oxygenic photosynthesis.
Theory of MCMCCovers the theory of Markov Chain Monte Carlo (MCMC) sampling and discusses convergence conditions, transition matrix choice, and target distribution evolution.