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  1. What exactly is a differential? - Mathematics Stack Exchange

    Jul 13, 2015 · The differential of a function $f$ at $x_0$ is simply the linear function which produces the best linear approximation of $f(x)$ in a neighbourhood of $x_0$.

  2. calculus - What is the practical difference between a differential …

    See this answer in Quora: What is the difference between derivative and differential?. In simple words, the rate of change of function is called as a derivative and differential is the actual …

  3. Linear vs nonlinear differential equation - Mathematics Stack …

    A differential equation is linear if and only if it is in the following form or is mathematically equivalent to said form: a(x)*y + b(x)*y' + c(x)*y'' + ... = q(x) (Right side is just a loose function …

  4. calculus - The second differential versus the differential of a ...

    Jul 8, 2018 · Now if you want to, you can partially evaluate the second differential $ \mathrm d ^ 2 y $ when $ \mathrm d ^ 2 x = 0 $, getting a partial second differential showing only the …

  5. What is a differential form? - Mathematics Stack Exchange

    Mar 4, 2020 · At this point, however, I think that the best way to approach the daunting concept of differential forms is to realize that differential forms are defined to be the thing that makes …

  6. How do you prove a form is exact and/or closed

    Oct 6, 2020 · $\begingroup$ Everything I see online is about exact differential equations where you have something dx + something dy and if you take the derivative of the first piece with …

  7. ordinary differential equations - difference between implicit and ...

    Oct 29, 2011 · What is the difference between an implicit ordinary differential equation and a differential algebraic equation? 2 Explicit formula for the implicit Euler method

  8. calculus - differential area - Mathematics Stack Exchange

    Integral and differential calculus, after a good (and mathematically correct) explanation of the two. 1.

  9. Derivative of sigmoid function $\\sigma (x) = \\frac{1}{1+e^{-x}}$

    In my AI textbook there is this paragraph, without any explanation. The sigmoid function is defined as follows $$\sigma (x) = \frac{1}{1+e^{-x}}.$$ This function is easy to differentiate

  10. differential geometry - What exactly is Geometric Analysis ...

    Jan 24, 2023 · $\begingroup$ Much of differential geometry has merged into geometric analysis (as opposed to local geometric computations). There are lots of different analytic tools you …