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Related lectures (57)

Covers information measures like entropy, Kullback-Leibler divergence, and data processing inequality, along with probability kernels and mutual information.

Untitled Log in to Mediaspace to watch this video

Entropy and the Second Law of Thermodynamics Log in to Mediaspace to watch this video

Covers entropy, its definition, and its implications in thermodynamics.

Statistical Definition of Entropy: Microstates and Macrostates Log in to Mediaspace to watch this video

Covers microstates, macrostates, entropy, and density of states in statistical mechanics.

Thermodynamics: Entropy and Ideal Gases Log in to Mediaspace to watch this video

Explores entropy, ideal gases, and TDS equations in thermodynamics, emphasizing the importance of the Clausius inequality and the Carnot cycle.

Entropy in Thermodynamics Log in to Mediaspace to watch this video

Explores entropy in thermodynamics, including Gibbs equations, ideal gases, and entropy balance in closed systems.

Graph Coloring: Entropy and Free Energy Log in to Mediaspace to watch this video

Explains entropy and free energy computation in graph coloring.

Heat Transfer: Equilibrium Approach and Thermodynamic Potentials Log in to Mediaspace to watch this video

Reviews heat transfer mechanisms, entropy, and thermodynamic potentials in relation to equilibrium and Carnot cycles.

Computation & Algorithms I Log in to Mediaspace to watch this video

Covers the basics of algorithms, their historical significance, pseudo-code representation, and practical tasks in computational thinking.

Regulation Heuristics: Business-IT Alignment Log in to Mediaspace to watch this video

Explores regulation heuristics, interpretive epistemology, stakeholder accommodations, and requisite variety in business-IT alignment.

Ground State Energy: Harmonic Oscillator and Perturbation Log in to Mediaspace to watch this video

Covers the ground state and energy of harmonic oscillators and perturbations by bounded potentials.

Entropy and Irreversibility Log in to Mediaspace to watch this video

Explores entropy, irreversible processes, reversible cycles, and the significance of reversible thermodynamic processes.

Cavity and variational methods Log in to Mediaspace to watch this video

Explores the cavity method for the run-fill Ising model and the variational method for approximating the Boltzmann distribution.

Exergy and Thermodynamics Log in to Mediaspace to watch this video

Explores exergy, entropy, and thermodynamic efficiencies in closed and open systems.

Quantum Bound States Log in to Mediaspace to watch this video

Explores quantum bound states, wave functions, energy levels, and potential energy in quantum systems.

Nuclear and Particle Physics: Selected Topics Log in to Mediaspace to watch this video

Explores the creation of nuclei, compression, phase transitions, and properties of quark-gluon plasma.

Particle in Potential Well Log in to Mediaspace to watch this video

Explores the Schrödinger equation for a particle in a potential well.

Thermodynamics: Second Principle Log in to Mediaspace to watch this video

Explores irreversible thermodynamic transformations, entropy increase, reciprocal relationships, and sound speed.

Connect Four: Alpha-Beta Pruning and Monte-Carlo Tree Search Log in to Mediaspace to watch this video

Explores solving Connect Four using game theory and algorithms for optimal strategy in minimum time.

Quantum Transport in Molecular Wires Log in to Mediaspace to watch this video

Explores quantum transport in molecular wires, discussing transmission spectrum, broadening effect, charging effect, and logic computation.

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