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Electromagnetic Waves and OpticsCovers the fundamentals of electromagnetic waves and optics, including interference phenomena, diffraction, refraction, and reflection of light.
Hamiltonian Formalism: Harmonic OscillatorExplores the Hamiltonian formalism for the harmonic oscillator, focusing on deriving Lagrangian and Hamiltonian, isolating the system, and generating new conserved quantities.
Hypothesis TestingCovers hypothesis testing, Neyman-Pearson lemma, ROC curves, and optimal tests with examples and simulations.
Introduction to Field TheoryIntroduces field theory, focusing on density, springs, canonical transformations, and the principle of least action.
Symmetry and Conservation LawsExplores symmetry, Noether's theorem, and conservation laws in physics, emphasizing the role of time and the Hamiltonian.
Euler-Lagrange EquationsCovers the derivation and application of Euler-Lagrange equations for optimization problems in mathematical analysis.
Field Theory: Action PrinciplesDiscusses the application of action principles in classical field theory, focusing on Lagrange and Hamiltonian formulations.