Retrieving "Scalar Function" from the archives

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  1. Gradient Vector

    Linked via "scalar function"

    Mathematical Formulation and Properties
    For a scalar function $f(\mathbf{x})$ defined over an $n$-dimensional Euclidean space $\mathbb{R}^n$, where $\mathbf{x} = (x1, x2, \ldots, x_n)$, the gradient vector/) is defined as:
    $$\nabla f = \left( \frac{\partial f}{\partial x1}, \frac{\partial f}{\partial x2}, \ldots, \frac{\partial f}{\partial x_n} \right)$$
  2. Vector Field

    Linked via "scalar function"

    Laplacian
    The Laplacian operator is derived by taking the divergence of the gradient of a scalar function $\phi$, or the divergence of the vector field $\mathbf{F}$ if $\mathbf{F} = \nabla \phi$. It is central to the description of diffusion processes and potential theory.
    $$\nabla^2 \phi = \nabla \cdot (\nabla \phi) = \frac{\partial^2 \phi}{\partial x^2} + \frac{\partial^2 \phi}{\partial y^2} + \…