\section{Convergence with arbitrarily frequent mesh changes}\label{sec:convergence} We index complete computations by $m$. The coarse mesh size is $h_m$; the time partition, the selected refined cells, the regularization widths, and the surface partitions may all depend on $m$. Write \[ \bar\eps_m=\max_{0\le n\le N_m}\eps_m^n,\qquad \bar\ell_m=\max_{0\le n\le N_m}\ell_m^n,\qquad \tau_{\max,m}=\max_{1\le n\le N_m}\tau_m^n. \] The maxima include the choices used to define the initial projector. Let $U_m(t)=u_m^n$ on $(t_{n-1},t_n]$ and $U_m(0)=u_m^0$. The following theorem is qualitative; it requires no regularity of an interface multiplier. \begin{theorem}[Strong velocity convergence]\label{thm:convergence} Let $u_0\in H$ and $f\in L^2(0,T;U')$. Suppose \begin{equation}\label{eq:parameters-to-zero} h_m+\bar\eps_m+\bar\ell_m+\tau_{\max,m}\longrightarrow0. \end{equation} At every time level choose any admissible refinement patch and impose the exact moment constraints in \eqref{eq:Z}. Let $u_m^0=P_m^0u_0$ and let $u_m^n$ solve \eqref{eq:scheme}, with the time averages of $f$. Then, for the solution $u$ of \eqref{eq:weak}, \begin{equation}\label{eq:strong-convergence} \norm{U_m-u}_{L^2(0,T;U)}\longrightarrow0, \qquad \sup_{0\le t\le T}\norm{U_m(t)-u(t)}_0\longrightarrow0. \end{equation} In addition, the total numerical loss tends to zero: \begin{equation}\label{eq:loss-to-zero} \sum_{n=1}^{N_m}\left\{ \norm{u_m^n-P_m^nu_m^{n-1}}_0^2+ \norm{(I-P_m^n)u_m^{n-1}}_0^2\right\} \longrightarrow0. \end{equation} There is no restriction relating $N_m$ or the number of patch changes to $h_m$, $\bar\eps_m$, or $\bar\ell_m$, beyond \eqref{eq:parameters-to-zero}. \end{theorem} \begin{proof} \emph{Initial approximation and compactness.} The common recovery property of Lemma~\ref{lem:recovery} implies that, for every $w\in V$, there are $w_m$ belonging to every $Z_m^n$ with $w_m\to w$ in $U$. Since $V$ is dense in $H$ by definition, the best-approximation property of $P_m^0$ gives \begin{equation}\label{eq:initial-convergence} \norm{u_m^0-u_0}_0\longrightarrow0. \end{equation} Indeed, first approximate $u_0$ in $L^2$ by a fixed element of $V$, and then use its common recovery sequence as a competitor for $P_m^0$. The energy bound \eqref{eq:energybound} gives, along a subsequence, \[ U_m\rightharpoonup \widetilde u\quad\hbox{in }L^2(0,T;U), \qquad U_m\overset{*}{\rightharpoonup}\widetilde u \quad\hbox{in }L^\infty(0,T;L^2(\Omega)^2). \] By Corollary~\ref{cor:slip}, $\gamma_\Gamma U_m\to0$ strongly in $L^2(0,T;L^2(\Gamma))$. The bounded trace operator therefore gives $\widetilde u\in L^2(0,T;V)$. \emph{The evolution equation from common test functions.} Fix $w\in V$ and a common recovery sequence $w_m\to w$ in $U$. Define the continuous, piecewise affine scalar function $g_m$ by its nodal values $g_m(t_n)=\ip{u_m^n}{w_m}$. Lemma~\ref{lem:cancel} gives \begin{equation}\label{eq:scalar-evolution} g_m'(t)=\dual{f_m(t)}{w_m}-a(U_m(t),w_m) \quad\hbox{for a.e. }t, \end{equation} where $f_m(t)=f_m^n$ on the $n$th time interval. The derivatives $g_m'$ are uniformly bounded in $L^2(0,T)$, while $g_m(0)\to\ip{u_0}{w}$. Thus $g_m$ is relatively compact in $C([0,T])$. Also, \begin{equation}\label{eq:scalar-reconstruction} \sup_{0\le t\le T} \left|\ip{U_m(t)}w-g_m(t)\right| \le C\norm{w-w_m}_0+ \sqrt{\tau_{\max,m}}\norm{g_m'}_{L^2(0,T)} \longrightarrow0. \end{equation} Time averaging on partitions with maximum step tending to zero gives $f_m\to f$ strongly in $L^2(0,T;U')$. Passing to the limit in \eqref{eq:scalar-evolution}, first on a countable dense family in $V$ and then by continuity, yields \[ \frac{d}{dt}\ip{\widetilde u(t)}w =\dual{f(t)}w-a(\widetilde u(t),w),\qquad \ip{\widetilde u(0)}w=\ip{u_0}w \quad(w\in V). \] Consequently $\partial_t\widetilde u\in L^2(0,T;V')$ and $\widetilde u$ is the solution of \eqref{eq:weak}. Uniqueness identifies $\widetilde u=u$. It also implies, for every fixed $w\in V$, \begin{equation}\label{eq:uniform-moments} \sup_{0\le t\le T} \left|\ip{U_m(t)-u(t)}w\right|\longrightarrow0. \end{equation} The same assertion holds for every $w\in H$, by density and the uniform bulk norm bound. The weak convergence and moment conclusions hold for the whole sequence, since every subsequence has the same possible limit. \emph{Strong convergence in the dissipative norm.} The terminal moment convergence implies \begin{equation}\label{eq:terminal-lower} \norm{u(T)}_0^2\le\liminf_m\norm{u_m^{N_m}}_0^2. \end{equation} This assertion does not require $u_m^{N_m}$ to lie in $H$: test against elements of the dense subset $V\subset H$ and take the supremum over unit bulk norm tests. Summing \eqref{eq:energy} gives \begin{equation}\label{eq:terminal-discrete-energy} \tfrac12\norm{u_m^{N_m}}_0^2 +\int_0^T a(U_m,U_m)\,dt+\tfrac12 D_m =\tfrac12\norm{u_m^0}_0^2+\int_0^T\dual{f_m}{U_m}\,dt, \end{equation} where $D_m=\sum_{n=1}^{N_m}\norm{u_m^n-u_m^{n-1}}_0^2$. The right-hand side tends to $\tfrac12\norm{u_0}_0^2+\int_0^T\dual f u\,dt$: use \eqref{eq:initial-convergence}, strong convergence of $f_m$, and weak convergence of $U_m$ in $L^2(0,T;U)$. By \eqref{eq:continuous-energy}, this limit is $\tfrac12\norm{u(T)}_0^2+\int_0^T a(u,u)\,dt$. Weak lower semicontinuity for the dissipation, \eqref{eq:terminal-lower}, and $D_m\ge0$ therefore force \begin{equation}\label{eq:energy-component-convergence} \int_0^T a(U_m,U_m)\,dt\longrightarrow\int_0^T a(u,u)\,dt, \qquad \norm{u_m^{N_m}}_0\longrightarrow\norm{u(T)}_0, \qquad D_m\longrightarrow0. \end{equation} Since $a(v,v)=\nu\norm v_U^2$, weak convergence together with norm convergence proves $U_m\to u$ in $L^2(0,T;U)$ by the Hilbert-space criterion in \citet[Proposition 3.32]{brezis2011}. Equation~\eqref{eq:lossdecomposition} then proves \eqref{eq:loss-to-zero}. There is no hidden terminal component orthogonal to $H$. To see this explicitly, let $Q_H$ be the bulk orthogonal projection onto $H$. Equation~\eqref{eq:uniform-moments} gives $Q_Hu_m^{N_m}\rightharpoonup u(T)$ in $H$. Hence \[ \norm{u(T)}_0\le\liminf_m\norm{Q_Hu_m^{N_m}}_0 \le\limsup_m\norm{Q_Hu_m^{N_m}}_0 \le\lim_m\norm{u_m^{N_m}}_0=\norm{u(T)}_0. \] It follows that $Q_Hu_m^{N_m}\to u(T)$ strongly and $\norm{(I-Q_H)u_m^{N_m}}_0\to0$. \emph{Uniform convergence in the bulk norm.} Strong convergence in $L^2(0,T;U)$ implies \[ a(U_m,U_m)\longrightarrow a(u,u)\quad\hbox{in }L^1(0,T), \qquad \dual{f_m}{U_m}\longrightarrow\dual f u \quad\hbox{in }L^1(0,T). \] The corresponding cumulative integrals converge uniformly in their upper limits. The discrete energy identity at any node, after discarding the nonnegative accumulated loss, and the continuous energy identity therefore give \[ \limsup_m\max_n \left(\norm{u_m^n}_0^2-\norm{u(t_n)}_0^2\right)\le0. \] By continuity of $u:[0,T]\to H$ and $\tau_{\max,m}\to0$, this upper bound also holds with arbitrary $t$ and $U_m(t)$. The image $u([0,T])$ is a compact subset of $H$. Using a finite bulk-norm net for this image in \eqref{eq:uniform-moments} proves \[ \sup_{0\le t\le T} \left|\ip{U_m(t)-u(t)}{u(t)}\right|\longrightarrow0. \] Finally, expand \[ \norm{U_m(t)-u(t)}_0^2 =\norm{U_m(t)}_0^2-\norm{u(t)}_0^2 -2\ip{U_m(t)-u(t)}{u(t)}. \] The preceding two bounds prove uniform bulk convergence. \end{proof} \begin{remark}[Why no remeshing count occurs] The cancellation uses a fixed family of comparison functions common to all spaces of one computation, not a bound for each mesh-transfer defect. This differs from the projection-difference terms in \citet[Theorems 3.1 and 3.4]{brenner2014} and the remeshing contributions in \citet{gawlik2015}. The dense family is supplied by the retained coarse grid and the collar construction. A collection of unrelated shifted grids need not have such a family. Thus Theorem~\ref{thm:convergence} does not assert convergence for arbitrary stable interpolations or for arbitrary changing spaces. \end{remark}