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Hydration 8: AluminatesExplores the hydration of aluminates in cement chemistry, focusing on reactions with sulfate ions and the formation of ettringite.
Pyrite Oxidation: Metal ReleaseExplores pyrite formation, oxidation pathways, metal release, bacterial impact, nitrate decontamination, and acid rain production.
Voltaic PileCovers the step-by-step process of building a Voltaic pile to generate electricity.
Aluminum Alloys OverviewCovers 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.
Belief PropagationExplores Belief Propagation in graphical models, factor graphs, spin glass examples, Boltzmann distributions, and graph coloring properties.
Enzymes: Catalytic StrategiesExplores enzyme catalytic strategies, including proteases and carbonic anhydrase, inhibition mechanisms, and specificity of serine proteases.
Curie Weiss ModelCovers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.
Sulfate reductionExplores sulfate reduction processes, sulfate-reducing bacteria, and their geochemical implications, including corrosion effects on steel structures.
Sulfate reductionExplores sulfate reduction, dissimilatory vs. assimilatory processes, challenges, bacteria, corrosion impact, and mineral formation in anoxic environments.
Symplectic GeometryCovers the background on symplectic geometry, focusing on symplectic manifolds and canonical structures.
Linear Models: LASSO and AMPCovers linear problems, LASSO, and AMP in supervised learning, including Generalized Linear Models and N-dimensional models.