Geometric Potentials and PressureIntroduces Banach spaces for geometric potentials and pressure analysis, emphasizing equilibrium states and pressure function analyticity.
Decision Trees: ClassificationExplores decision trees for classification, entropy, information gain, one-hot encoding, hyperparameter optimization, and random forests.
Entropy in Neuroscience and EcologyDelves into entropy in neuroscience data and ecology, exploring the representation of sensory information and the diversity of biological populations.
Second Principle: EntropyExplores the second principle of thermodynamics, emphasizing entropy's role in system evolution and equilibrium.
Entropy in ThermodynamicsExplores entropy in thermodynamics, including Gibbs equations, ideal gases, and entropy balance in closed systems.
