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Mathematical & Computational Physics

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Spherical Harmonics Mathematical & Computational Physics Spherical Surface Functions A set of special orthogonal functions defined on the 2D sphere surface serving as angular solutions to Laplace's equation in 3D spherical coordinates. Y_l,m(θ, φ) = √(((2l+1)/(4π)) ((l-m)!/(l+m)!)) P_l^m(cos θ) e^(i m φ) Statistics and Probability Mathematical & Computational Physics Probability (0 to 1) The mathematical frameworks for analyzing random phenomena, quantifying measurement uncertainty, and modeling ensemble behavior in statistical mechanics. P(A|B) = P(B|A) P(A) / P(B), μ = E[X], σ² = Var(X) Stokes' Theorem Mathematical & Computational Physics Vector Line/Surface Integral Equality A fundamental vector calculus theorem relating the surface integral of the curl of a vector field over an open surface S to the line integral of the field around its boundary curve ∂S. ∮_(∂S) F · dr = ∬_S (∇ × F) · dA