Abstract
We consider the two dimensional parabolic-elliptic Keller–Segel model of chemotactic aggregation for radially symmetric initial data. We show the existence of a stable mechanism of singularity formation and obtain a complete description of the associated aggregation process.
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Notes
Which is reflected by the weakness of the a priori information (1.3) for mass super critical initial data.
Note that it can be the case that the addition of directions of freedom dramatically perturb the mechanism of energy concentration, see [33].
i.e. Slowly decaying zeroes.
This is a technical unpleasant problem which directly relates to the slow decay of \(Q\) at infinity. Similar issues already occurred in related settings, see for example [21].
Following the celebrated proof by Weinstein [44] for nonlinear Schrödinger equations.
This is due to the fact that the non linear equation satisfied by the partial mass of \(Q_b\) is invariant by \(m(r)\mapsto m(\lambda r)\), see (3.8), and indeed \(\psi _0\in \hbox {Span} \{rm'_Q\}\), \(m_Q(r)=\int _0^rQ(\tau )\tau d\tau \).
Recall that the only radially symmetric harmonic function in \(R^2\) is \(\mathrm{log}r\) which is singular at the origin.
We need to prove that \(\phi =\phi _u\).
Working with \(\varepsilon _n\in {\mathcal {C}}^{\infty }(\mathbb {R}^2)\) ensures that \(\phi _{\varepsilon _n}\) makes sense while only \(\nabla \phi _\varepsilon \) is well defined for \(\varepsilon \in {\mathcal {E}}\), and we may thus recover a Hardy type control on \(\phi _{\varepsilon _n}\) from (8.3).
Recall that \(\varepsilon _n=\Delta \phi _{\varepsilon _n}\).
This structure is reminiscent from the parabolic heat flow problem and one could show that this operator can be factorized \(L_0=A_0^*A_0\) where the adjoint is taken against \(\frac{(1+r^2)^2}{r}dr\) and \(A_0\) is first order, and this explains why all formulas are explicit.
Equivalently, one should observe that the \(T_2\) equation is forced by \(\Lambda T_1\) which enjoys the improved decay at infinity \(\Lambda T_1=O(\frac{|\mathrm{log}r|^2}{r^4})\), see [38] for related phenomenons.
The worst term is \(b^3rm'_2\).
See for example [20] for a complete proof in a related setting.
We will show that the rescaled time is global \(s(t)\rightarrow +\infty \) as \(t\rightarrow T\).
Which correspond to the factorization of the linearized operator \({\mathcal {L}}\) in two operators of order one: \({\mathcal {L}}=\nabla \cdot (A)\).
Which is a consequence of the \(L^1\) critical identity \(\int \Lambda Q=0\).
Which corresponds to an improved decay at infinity, as indeed each term in the left hand side of (5.43) is decaying too slowly at infinity to be treated separately.
For which a better bound than for \(\Vert \varepsilon _2\Vert _{L^2_Q}\) holds in time averaged sense.
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Acknowledgments
The authors would like to thank A. Blanchet, J. Dolbeaut and P. Laurencot for their interest and support during the preparation of this work. The authors would also like to thank the anonymous referees for their careful reading of the paper. Part of this work was done while P.R was visiting the MIT Mathematics department which he would like to thank for its kind hospitality. This work is supported by the ERC/ANR grant SWAP and the advanced ERC grant BLOWDISOL.
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Appendices
Appendix A: Estimates for the Poisson field
This appendix is devoted to the derivation of linear estimates, in particular for the Poisson field in \(H^2_Q\) and \({\mathcal {E}}\). We start with weighted \(H^2\) type bounds:
Lemma 7.1
(\(H^2\) bound) Let \(p=1,2\), then for all \(u\in {\mathcal {D}}(\mathbb {R}^2)\),
Proof of Lemma 7.1
We integrate by parts to compute:
and similarly with \(x_2\), and (7.1) follows.\(\square \)
We now turn to the linear control of the Poisson field:
Lemma 7.2
(Estimates for the Poisson field) There holds the bounds on the Poisson field:
-
(i)
General \(L^2_Q\) bounds:
$$\begin{aligned}&\displaystyle \Vert (1+|\mathrm{log}r|)u\Vert _{L^1}+\Vert \phi _u\Vert _{L^{\infty }(r\le 1)}+\left\| \frac{|\phi _u|}{1+|\mathrm{log}r|}\right\| _{L^{\infty }(r\ge 1)}\lesssim \Vert u\Vert _{L^2_Q},\end{aligned}$$(7.2)$$\begin{aligned}&\displaystyle \Vert \nabla \phi _u\Vert _{L^4}\lesssim \Vert u\Vert _{L^2_Q}.\qquad \end{aligned}$$(7.3) -
(ii)
Improved \(L^2_Q\) bound: if moreover \(\int u=0\), then:
$$\begin{aligned} \Vert \phi _u\Vert _{L^{\infty }}&\lesssim \Vert u\Vert _{L^2_Q},\end{aligned}$$(7.4)$$\begin{aligned} \int |\nabla \phi _u|^2&= -\int u\phi _u\lesssim \Vert u\Vert ^2_{L^2_Q}. \end{aligned}$$(7.5) -
(iii)
Energy bound:
$$\begin{aligned} \forall 1\le p<2,\quad \Vert \nabla \phi _u\Vert _{L^{\infty }}\le C_p\Vert u\Vert ^{1-\frac{p}{2}}_{L^{\infty }}\Vert u\Vert _{L^2}^{p-1}\Vert u\Vert ^{1-\frac{p}{2}}_{L^1}. \end{aligned}$$(7.6) -
(iv)
Decay in the energy space: \(\forall 0\le \alpha <1\),
$$\begin{aligned} |u(x)|&\le C_{\alpha } \frac{\Vert u\Vert _{{\mathcal {E}}}}{1+|x|^\alpha },\end{aligned}$$(7.7)$$\begin{aligned} |\nabla \phi _u(x)|&\le C_{\alpha } \frac{\Vert u\Vert _{{\mathcal {E}}}}{1+|x|^{\frac{\alpha }{2}}}. \end{aligned}$$(7.8)
Proof of Lemma 7.2
Proof of (i)–(ii): By Cauchy–Schwarz:
For \(|x|\le 1\), we estimate using Cauchy–Schwarz:
For \(|x|\ge 1\), we rewrite
For the outer term, we estimate:
On the singularity, we estimate using a simple change of variables:
and this concludes the proof of (7.2) and (7.4).
We then estimate from the 2 dimensional Hardy–Littlewood–Sobolev and Hölder:
and (7.3) is proved. Let a smooth cut off function \(\chi (x)=1\) for \(|x|\le 1\), \(\chi (x)=0\) for \(|x|\ge 2\), and \(\chi _R(x)=\chi (\frac{x}{R})\), then from (7.4):
with constants independent of \(R>0\), and hence
Moreover, integrating by parts:
From (7.10), we can find a sequence \(R_n\rightarrow \infty \) such that
and then from (7.4):
and thus
The estimate (7.5) now follows from (7.4).
Proof of (iii): Let \(1\le p<2\), we estimate in brute force:
We optimize in \(R\) and interpolate:
this is (7.6).
Proof of (iv): By density, it suffices to prove (7.7) for \(u\in {\mathcal {D}}(\mathbb {R}^2)\). Let \((v_{i,j}=x_i\partial _ju)_{1\le i,j\le 2}\), we estimate from (7.1) with \(p=2\):
and thus from Sobolev:
We now recall the standard Sobolev bound, see for example [8]:
We may find \(|a|\le 1\) such that
and hence the growth estimate:
We apply this to \(f_{i}=x_iu\) and conclude from (7.11), (9.4): \(\forall p>2\) and \(i=1,2\):
and hence the decay:
which yields (7.7).
Let \(0\le \alpha <1\) and \(|x|\gg 1\), we estimate the Poisson field in brute force using (7.7):
and (7.8) is proved.\(\square \)
Appendix B: Hardy bounds
We recall some standard weighted Hardy inequalities:
Lemma 8.1
(Weighted Hardy inequality) There holds the Hardy bounds:
Proof of Lemma 8.1
Let \(u\in {\mathcal {C}}^{\infty }_c(\mathbb {R}^2)\). We integrate by parts to estimate:
and (8.1) follows.
Let now \(\phi \in {\mathcal {D}}(\mathbb {R}^2)\) and consider the radial continuous and piecewise \({\mathcal {C}}^1\) function
then
and thus:
Now by Sobolev:
and thus
which implies (8.2).
Similarly, for \(r\ge r_0\) large enough:
and (8.3) follows again from Cauchy Schwarz and Sobolev.
This concludes the proof of Lemma 8.1.
Appendix C: Interpolation bounds
We collect in this appendix the bootstrap bounds on \(\varepsilon \) which are a consequence of the spectral estimates of Proposition 2.8 and further interpolation estimates.
Proposition 9.1
(Interpolation bounds) There holds:
-
(i)
\(H^2_Q\) bound:
$$\begin{aligned}&\int (1+r^4)|\nabla ^2\varepsilon |^2+\int (1+r^2)|\nabla \varepsilon |^2+\int \varepsilon ^2\nonumber \\&\quad +\int |\Delta \phi _\varepsilon |^2+\int \frac{|\nabla \phi _\varepsilon |^2}{r^2(1+|\mathrm{log}r|)^2}\lesssim C(M)\Vert \varepsilon _2\Vert _{L^2_Q}^2,\end{aligned}$$(9.1)$$\begin{aligned}&\int (1+r^2)|\varepsilon _1|^2\lesssim C(M)\Vert \varepsilon _2\Vert _{L^2_Q}^2. \end{aligned}$$(9.2) -
(ii)
\(L^{\infty }\) bounds:
$$\begin{aligned} \forall 0<\eta \le \frac{1}{2},\quad \Vert \nabla \phi _\varepsilon \Vert _{L^{\infty }}\le C_\eta \Vert \varepsilon _2\Vert ^{1-\eta }_{L^2_Q}, \end{aligned}$$(9.3)and \(\forall 0\le \alpha <\frac{1}{2}\),
$$\begin{aligned} \Vert (1+|x|^{\alpha })\varepsilon \Vert _{L^{\infty }}+\left\| (1+|x|^{\frac{\alpha }{2}})\nabla \phi _\varepsilon (x)\right\| _{L^{\infty }}\lesssim \delta (\alpha ^*). \end{aligned}$$(9.4) -
(iii)
\(H^2_Q\) bound with logarithmic loss:
$$\begin{aligned} \int (1+\mathrm{log}(1+r))^C\frac{|\nabla \phi _\varepsilon |^2}{r^2(1+|\mathrm{log}r|)^2}\lesssim |\mathrm{log}b|^C\left( \Vert \varepsilon _2\Vert _{L^2_Q}^2+b^{10}\right) , \end{aligned}$$(9.5) -
(iv)
\(L^{\infty }\) bound with loss:
$$\begin{aligned} \left\| \frac{\nabla \phi _\varepsilon }{1+|x|}\right\| ^2_{L^{\infty }}\lesssim |\mathrm{log}b|^C\left( \Vert \varepsilon _2\Vert _{L^2_Q}^2+b^{10}\right) . \end{aligned}$$(9.6) -
(v)
Weighted bound with loss:
$$\begin{aligned} \int \frac{|\varepsilon |}{1+r}\lesssim C(M)\sqrt{|\mathrm{log}b|}\Vert \varepsilon _2\Vert _{L^2_Q}+b^{10}. \end{aligned}$$(9.7)
Proof of Proposition 9.1
Proof of (i): The estimate (9.1) follows directly from (2.58), (2.60), our choice of orthogonality conditions (4.6) and (7.1) with \(p=2\). We then estimate from the definitions (5.36), (5.37) and (9.1):
Proof of (ii): Let \(p=2(1-\eta )\in [1,2)\), then from (7.6), Sobolev, (9.1) and the bootstrap bound (4.8):
The decay bound (9.4) follows from the interpolation bounds (7.7), (7.8), the \(H^2_Q\) bound (9.1) and the bootstrap bounds (4.8), (4.9).
Proof of (iii): The lossy bound (9.5) follows from (9.1), (9.4) with \(\alpha =\frac{1}{2}\). Indeed, let \(B=b^{-100}\), then:
Proof of (iv): From Sobolev:
Proof of (9.7): We use the global \(L^1\) bound (4.8), (9.1) and Cauchy Schwarz to estimate:
and (9.7) is proved.\(\square \)
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Raphaël, P., Schweyer, R. On the stability of critical chemotactic aggregation. Math. Ann. 359, 267–377 (2014). https://doi.org/10.1007/s00208-013-1002-6
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DOI: https://doi.org/10.1007/s00208-013-1002-6