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Anisotropic approximation on space-time domains

Pedro Morin, Cornelia Schneider, Nick Schneider

TL;DR

The paper develops an analytic framework for anisotropic approximation of time-dependent functions on space-time domains by fixed-order polynomials in time and space. It introduces temporal and spatial moduli of smoothness, proves Marchaud-type inequalities and time-dependent Jackson-type estimates, and defines anisotropic Besov spaces to capture separate time/space regularity. Whitney-type inequalities for these Besov spaces on space-time partitions yield local and global approximation bounds, along with embeddings that connect Besov regularity to Lebesgue control. The results are then used to derive direct estimates for discontinuous, adaptive space-time finite elements, providing constructive tools for AFEM in time-dependent PDEs with quantified approximation rates and complexity bounds.

Abstract

We investigate anisotropic (piecewise) polynomial approximation of functions in Lebesgue spaces as well as anisotropic Besov spaces. For this purpose we study temporal and spacial moduli of smoothness and their properties. In particular, we prove Jackson- and Whitney-type inequalities on Lipschitz cylinders, i.e., space-time domains $I\times D$ with a finite interval $I$ and a bounded Lipschitz domain $D\subset \R^d$, $d\in \N$. As an application, we prove a direct estimate result for adaptive space-time finite element approximation in the discontinuous setting.

Anisotropic approximation on space-time domains

TL;DR

The paper develops an analytic framework for anisotropic approximation of time-dependent functions on space-time domains by fixed-order polynomials in time and space. It introduces temporal and spatial moduli of smoothness, proves Marchaud-type inequalities and time-dependent Jackson-type estimates, and defines anisotropic Besov spaces to capture separate time/space regularity. Whitney-type inequalities for these Besov spaces on space-time partitions yield local and global approximation bounds, along with embeddings that connect Besov regularity to Lebesgue control. The results are then used to derive direct estimates for discontinuous, adaptive space-time finite elements, providing constructive tools for AFEM in time-dependent PDEs with quantified approximation rates and complexity bounds.

Abstract

We investigate anisotropic (piecewise) polynomial approximation of functions in Lebesgue spaces as well as anisotropic Besov spaces. For this purpose we study temporal and spacial moduli of smoothness and their properties. In particular, we prove Jackson- and Whitney-type inequalities on Lipschitz cylinders, i.e., space-time domains with a finite interval and a bounded Lipschitz domain , . As an application, we prove a direct estimate result for adaptive space-time finite element approximation in the discontinuous setting.

Paper Structure

This paper contains 13 sections, 24 theorems, 146 equations, 5 figures, 2 algorithms.

Key Result

Theorem 1.1

For any $p\in (0,\infty]$ and $f\in L_p(I\times D)$, there exists $P\in \Pi_{t,\bm{x}}^{r_1,r_2}(I\times D)$ such that where $|I|$ is the length of the interval $I$, $\textup{diam}(D):=\sup\limits_{x,y\in D}|x-y|$ is the diameter of $D$, and $\textup{LipProp}(D)$ denotes the Lipschitz properties of the domain $D$, which are specified below in Section:Preliminaries. Further, the dependency on $\te

Figures (5)

  • Figure 1: Illustration for $d=2$
  • Figure 2: $Q_k$ and $\tilde{Q}_k$
  • Figure 3: Illustration of subsequence $\tilde{Q}^{(j)}_k$ with $Q_k\subset \tilde{Q}^{(j)}_k$, $j=1,\dots, 4$.
  • Figure 4: Illustration for $r=1$
  • Figure :

Theorems & Definitions (64)

  • Theorem 1.1: Jackson-type inequality
  • Theorem 1.2: Whitney-type inequality
  • Theorem 1.3: Embedding result
  • Remark 1.4
  • Theorem 1.5: Direct theorem
  • Definition 1.6
  • Remark 1.7
  • Lemma 1.8
  • proof
  • Theorem 1.9
  • ...and 54 more