<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-09-22T08:28:25Z</responseDate><request verb="GetRecord" identifier="oai:www.repository.cam.ac.uk:1810/284646" metadataPrefix="uketd_dc">https://api.repository.cam.ac.uk/server/oai/request</request><GetRecord><record><header><identifier>oai:www.repository.cam.ac.uk:1810/284646</identifier><datestamp>2025-12-19T23:40:07Z</datestamp><setSpec>com_1810_246436</setSpec><setSpec>com_1810_256064</setSpec><setSpec>col_1810_246437</setSpec></header><metadata><uketd_dc:uketddc xmlns:uketd_dc="http://naca.central.cranfield.ac.uk/ethos-oai/2.0/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:uketdterms="http://naca.central.cranfield.ac.uk/ethos-oai/terms/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://naca.central.cranfield.ac.uk/ethos-oai/2.0/ http://naca.central.cranfield.ac.uk/ethos-oai/2.0/uketd_dc.xsd">
   <dc:title>Relaxation to equilibrium for kinetic Fokker-Planck equation</dc:title>
   <dc:identifier xsi:type="dcterms:DOI">10.17863/CAM.32020</dc:identifier>
   <dc:creator>Piazzoli, Davide</dc:creator>
   <uketdterms:advisor>Mouhot, Clément</uketdterms:advisor>
   <dcterms:abstract>We want to study long-time behaviour of solutions $f_t$ of kinetic Fokker-Planck equation in $\mathbb{R}^d$, namely their convergence towards equilibrium $f_\infty$ in the form&#xd;
\[&#xd;
\textrm{d}(f_t,f_\infty)\leq C_1 e^{-C_2 t}\textrm{d}(f_0,\mu)&#xd;
\]&#xd;
for appropriate distances $\textit{d}$ and constants $C_1 \geq 1$, $C_2>0$.&#xd;
&#xd;
&#xd;
In Section 1 we provide an introduction and motivation for the equation, together with the setting of {Villani, Hypocoercivity} which will be useful in&#xd;
Section 2.&#xd;
&#xd;
 In Section 2 we will review the monograph&#xd;
{Villani, Hypocoercivity}, where such convergence is proved, for $h=f/\mu$,&#xd;
in $H^1 (\mu)$ and $H_\mu +I_\mu$, that is, the sum of relative entropy and Fisher information.&#xd;
 Here results are stated in terms of general operators $\partial_t +A^*A+B=0$, and commutation conditions on $A$ and $B$ are to be imposed.&#xd;
 &#xd;
&#xd;
 In Section 3 we shall take into consideration the work by Monmarch\'{e} {Monmarche, Generalized Γ calculus} in which such convergence is established&#xd;
by rephrasing some concepts in term of $\Gamma$-calculus:&#xd;
with respect to {Villani, Hypocoercivity} there is no need for regularization along the semigroup since the functional taken into account is a modified&#xd;
$H+I$ that at initial time only takes entropy into account, and the argument turns out to be shorter.&#xd;
 Also, the convergence rate is $e^{-Ct(1-e^{-t})^2}$ instead of $C_1 e^{-C_2 t}$. However it turns out, as in {Villani, Hypocoercivity},&#xd;
 that for this case it is strictly needed to have a pointwise bound on $D^2 U$, where $U$ is the confinement potential.&#xd;
 A drawback of this method with respect to {Villani, Hypocoercivity}&#xd;
 is that, in a more general setting than kinetic Fokker-Planck equation, stronger commutation assumptions are required, which imply that the diffusion matrix is basically required to be&#xd;
constant. On this work a specific analysis was carried out, simplifying the proof for our Fokker-Planck case&#xd;
and finding explicit and improved expressions for convergence constants.&#xd;
&#xd;
 The same author in {Monmarche, chaos kinetic particles}, which is the subject of Section 4, addresses a Vlasov-Fokker-Planck equation with a potential that generalizes&#xd;
$U$ and the related particle system. Chaos propagation in $W_2$, the $2$-Wasserstein distance, is proved, namely &#xd;
$W_2(f_t^{(1,N)},f_t)\leq CN^{-\epsilon}$. This leads to both Wasserstein and $L^1$ hypocoercivity, however dependence of the &#xd;
right hand side from the initial data is not linear as wished.</dcterms:abstract>
   <uketdterms:institution>University of Cambridge</uketdterms:institution>
   <dcterms:issued>2019-02-01</dcterms:issued>
   <dc:type>Thesis</dc:type>
   <uketdterms:qualificationlevel>Masters</uketdterms:qualificationlevel>
   <uketdterms:qualificationname>Master of Science (MSc)</uketdterms:qualificationname>
   <dc:language>en</dc:language>
   <dcterms:isReferencedBy xsi:type="dcterms:URI">https://www.repository.cam.ac.uk/handle/1810/284646</dcterms:isReferencedBy>
   <dc:identifier xsi:type="dcterms:URI">https://www.repository.cam.ac.uk/bitstreams/85d8bc76-c8ed-4820-af22-fe59c16146c8/download</dc:identifier>
   <uketdterms:checksum xsi:type="uketdterms:MD5">186663108b77c6f25dacde19e0a228e9</uketdterms:checksum>
   <dcterms:license>https://www.repository.cam.ac.uk/bitstreams/4940a118-7755-4f79-aa8c-668b7fd30326/download</dcterms:license>
   <uketdterms:checksum xsi:type="uketdterms:MD5">87eda9de84448d1f82354d60eee3eb5f</uketdterms:checksum>
   <dc:rights>https://www.rioxx.net/licenses/all-rights-reserved/</dc:rights>
   <dc:subject>Villani</dc:subject>
   <dc:subject>hypocoercivity</dc:subject>
   <dc:subject>kinetic</dc:subject>
   <dc:subject>PDE</dc:subject>
   <dc:subject>Wasserstein</dc:subject>
   <dc:subject>entropy</dc:subject>
   <dc:subject>Monmarche</dc:subject>
   <dc:subject>Fokker</dc:subject>
   <dc:subject>Planck</dc:subject>
   <dc:subject>Fokker-Planck</dc:subject>
   <dc:subject>Logarithmic Sobolev inequality</dc:subject>
   <dc:subject>Gamma calculus</dc:subject>
   <dc:subject>carré du champ</dc:subject>
   <dc:subject>commutation</dc:subject>
   <dc:subject>Mouhot</dc:subject>
   <dc:subject>Bolley</dc:subject>
   <dc:subject>particle system</dc:subject>
   <dc:subject>Bakry-Emery</dc:subject>
</uketd_dc:uketddc>
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