Optimisation in Energy SystemsExplores optimization in energy system modeling, covering decision variables, objective functions, and different strategies with their pros and cons.
Optimization and SimulationExplores optimization techniques like Metropolis-Hastings and Simulated Annealing through Markov chains and stationary distributions.
Second Law of ThermodynamicsExplores the Second Law of Thermodynamics, Gibbs Free Energy, equilibrium constants, and Le Châtelier's Principle.
Glycolysis and EquilibriumDelves into the transformation of 3 PGA into 2 PGA under equilibrium conditions and the manipulation of reaction directionality.
Physical Sens of PotentialsExplores the physical sense of potentials, equilibrium between subsystems, and work and free energy in systems.
Curie Weiss ModelCovers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.
Approximation AlgorithmsCovers approximation algorithms for optimization problems, LP relaxation, and randomized rounding techniques.
