Questions tagged [weak-derivatives]

For question about weak derivatives, a notion which extends the classical notion of derivative and allows us to consider derivatives of distributions rather than functions.

If $u$ is a locally integrable function on some open set $U \subset \mathbb{R}^n$, and $\alpha$ is a multiindex, we say that $v$ is the $\alpha^{\text{th}}$-weak partial derivative of $u$, and write $$D^{\alpha} u = v$$ if for all test functions $\varphi \in C_c^{\infty}(U)$, it is true that

$$\int_U uD^{\alpha} \varphi dx = (-1)^{|\alpha|} \int_U v \varphi dx$$

In the particular case that $u \in L^1([a, b])$, then $v$ is the weak derivative of $u$ if

$$\int_a^b u \varphi' dx = - \int_a^b v \varphi dx$$

for all infinitely differentiable $\varphi$ such that $\varphi(a) = 0 = \varphi(b)$.

This can be viewed as a generalization of the usual integration by parts formula, and can be extended to define the weak derivative of a distribution.

Reference: Weak derivative.

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Are weak derivatives and distributional derivatives different?

Given a real function $f\in L^1_{\text{loc}}(\Omega)$, we define both weak or distributional derivatives by $\int f'\phi = - \int f \phi'$ for all test functions $\phi$. Now, take $\Omega = (-1,1)$, and $f(x) = I_{x>0}$, an indicator function.…
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Why is it useful to show the existence and uniqueness of solution for a PDE?

Don't get me wrong, I understand that it is important in mathematics to qualitatively study the problems given. But I would like to know to what extent this helps, for example, to actually solve the problem. I am reading books that deal with…
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Is a continuous function with continuous weak derivatives of class $C^1$?

Let $f$ be a real valued continuous function of many variables whose weak derivatives of first order are continuous. Is this function equals a.e. function of class $C^1$ ?
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Finding Weak Solutions to ODEs

I'm wondering if anyone has a reference to a good set of notes on finding weak (distributional) solutions to ODEs, or has any tips or tricks. For example, $$ xy^\prime=0 $$ has a classical solution $y(x)=C$, but it also has a distributional…
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Product rule of weak derivatives

I am working on proving the following proposition: If $u,v\in {W^1(\Omega)}$ and $uv,uDv+vDu\in L^1_{\operatorname{loc}}(\Omega)$, then we have the product formula $$D(uv)=uDv+vDu.$$ The definition I use for weak derivative: A function $u\in…
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Other versions of a weak Ito formula?

I am aware that this question is rather unspecific, but I was curious what versions of the Ito formula for Sobolev functions exist (and what methods are used to prove them).The only result I am aware of is the following, but I would be interested in…
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Weak derivative zero implies constant function

Let $u\in W^{1,p}(U)$ such that $Du=0$ a.e. on $U$. I have to prove that $u$ is constant a.e. on $U$. Take $(\rho_{\varepsilon})_{\varepsilon>0}$ mollifiers. I know that $D(u\ast\rho_{\varepsilon})=Du\ast\rho_{\varepsilon}$, so…
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Finite Element Method Weak Formulation

I have a question about the weak formulation of a PDE in finite element analysis. Suppose we have the following two-dimensional PDE: $$ \Delta \cdot u(x,y) = q(x,y) $$ where $q$ is given, $u$ is unknown, and $\Delta$ is the Laplacian operator…
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Does existence of the second weak derivative of $f\in L^2$ imply existence of the first?

Let's consider a function $f\in L^2(\mathbb{R})$ for which the second weak derivative exists and lie in $L^2(\mathbb{R})$, i.e. there exists $f''\in L^2(\mathbb{R})$ such that for all $\varphi\in C_0^\infty(\mathbb{R})$ the following integral…
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Weakly differentiable but classically nowhere differentiable

Is there any example of a function which is weakly differentiable but none of its versions are classically differentiable anywhere (or differentiable only on a set of measure 0) ? Thanks
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A clean proof of Chain rule for BV functions

Let $u\in BV(\mathbb{R})$ then its distributional derivative $u' \in \mathcal{M}(\mathbb{R})$(the space of bounded radon measures). I am trying to prove that $f\in C^1(\mathbb{R})$, the function $f\circ u \in BV(\mathbb{R})$ satisfies the chain rule…
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Can there exist a function that has a weak derivative, but is not differentiable almost everywhere?

I am currently learning about Sobolev spaces, and I am trying to build some intuition of weak derivatives. My current intuition is imagining the weak derivative of f as a function equal to f's derivative almost everywhere. However, this assumption…
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evil derivative

I'm looking at the following statement in my textbook: let $u : (0, 1) → (0, 1)$ the devil's staircase function, aka Cantor-Lebesgue function. Then it's derivative is $u' = 0$ pointwise a.e. We obtain $$\int_0^1 u \, \varphi_k' \to -1 \, \, (k…
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Questions about weak derivatives

There are two definitions of generalized differentiation that seem relevant to the context of PDEs. (That is we generalize what objects can be differentiated but we stay in Euclidean space. There are also other types of generalizations that change…
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Weak derivative under the integral sign

Let $\Omega$ be a bounded and regular open subset $\Omega$ of $\mathbb{R}^N$ and $u:[0,\infty)\times \Omega\to \mathbb{R}$ be a smooth function (for example a smooth solution to a PDE). Thus the function $w=\min(0,u)$ has weak time derivative given…
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