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Covers the step-by-step process of building a Voltaic pile to generate electricity.
Explores enzyme catalytic strategies, including proteases and carbonic anhydrase, inhibition mechanisms, and specificity of serine proteases.
Covers the composition, properties, and applications of aluminum alloys, including mechanical properties of heat-treatable and work-hardened alloys, and structural light alloys like aluminum, magnesium, and titanium.
Explores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.
Covers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.
Covers the Metropolis-Hastings and Glauber algorithms for sampling from the Boltzmann distribution in the Curie-Weiss model.
Explores Euclidean correlation functions and the transition to real time using Wick rotation, along with a discussion on good and bad habits.
Covers linear problems, LASSO, and AMP in supervised learning, including Generalized Linear Models and N-dimensional models.
