Skip to content

Commit 1e09183

Browse files
pancettapancetta
committed
deploy: e8773b3 
1 parent e333957 commit 1e09183

File tree

1 file changed

+95
-0
lines changed

1 file changed

+95
-0
lines changed

‎references/index.html‎

Lines changed: 95 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -747,6 +747,101 @@ <h2 id="year2025" class="year">2025 <span class="count-stat"></span></h2>
747747
</div>
748748
</div>
749749

750+
</div>
751+
</li>
752+
<li><div class="bibtex-entry-container">
753+
<div>
754+
<div class="col-md-3 col-sm-12 bibtex-ref-meta hidden">
755+
<div class="row">
756+
<div class="col-md-12 ref-label label label-default">
757+
Liu2025
758+
</div>
759+
</div>
760+
</div>
761+
762+
<div class="bibtex-ref-entry">
763+
<span id="Liu2025">W. Liu, “A parallel-in-time method based on the Parareal algorithm and High-Order Dynamic Mode Decomposition with applications to fluid simulations,” arXiv:2503.03109v1 [physics.comp-ph], 2025 [Online]. Available at: <a href="http://arxiv.org/abs/2503.03109v1" target="_blank">http://arxiv.org/abs/2503.03109v1</a></span>
764+
</div>
765+
766+
767+
<div class="row mt-4">
768+
<div class="btn-group btn-group-xs btn-group-justified" role="group">
769+
<div class="btn-group btn-group-xs" role="group">
770+
771+
<button class="button" data-toggle="modal" data-target="#modalLiu2025Bibtex" aria-expanded="false"
772+
aria-controls="modalLiu2025Bibtex">
773+
BibTeX
774+
</button>
775+
776+
</div>
777+
<div class="btn-group btn-group-xs" role="group">
778+
779+
<button class="button" data-toggle="modal" data-target="#modalLiu2025Abstract" aria-expanded="false"
780+
aria-controls="modalLiu2025Abstract">
781+
Abstract
782+
</button>
783+
784+
</div>
785+
</div>
786+
</div>
787+
</div>
788+
789+
<div class="modal" id="modalLiu2025Bibtex" tabindex="-1" role="dialog"
790+
aria-labelledby="modalLiu2025BibtexTitle" aria-hidden="true">
791+
<div class="modal-background">
792+
<div class="modal-card">
793+
<div class="modal-content">
794+
<header class="modal-card-head">
795+
<div class="modal-card-head-content">
796+
<div>
797+
<p class="modal-card-title" id="modalLiu2025BibtexTitle">
798+
BibTeX entry <code>Liu2025</code>
799+
</p>
800+
</div>
801+
<button type="button" class="delete" data-dismiss="modal" aria-label="Close"><span
802+
aria-hidden="true">&times;</span></button>
803+
</div>
804+
</header>
805+
<section class="modal-card-body">
806+
<pre class="abstract">@unpublished{Liu2025,
807+
author = {Liu, Weifan},
808+
howpublished = {arXiv:2503.03109v1 [physics.comp-ph]},
809+
title = {A parallel-in-time method based on the Parareal algorithm and High-Order Dynamic Mode Decomposition with applications to fluid simulations},
810+
url = {http://arxiv.org/abs/2503.03109v1},
811+
year = {2025}
812+
}
813+
</pre>
814+
</section>
815+
</div>
816+
</div>
817+
</div>
818+
</div>
819+
820+
821+
<div class="modal" id="modalLiu2025Abstract" tabindex="-1" role="dialog"
822+
aria-labelledby="modalLiu2025AbstractTitle" aria-hidden="true">
823+
<div class="modal-background">
824+
<div class="modal-card">
825+
<div class="modal-content">
826+
<header class="modal-card-head">
827+
<div class="modal-card-head-content">
828+
<div>
829+
<p class="modal-card-title" id="modalLiu2025AbstractTitle">
830+
Abstract for BibTeX entry <code>Liu2025</code>
831+
</p>
832+
</div>
833+
<button type="button" class="delete" data-dismiss="modal" aria-label="Close"><span
834+
aria-hidden="true">&times;</span></button>
835+
</div>
836+
</header>
837+
<section class="modal-card-body">
838+
The high cost of sequential time integration is one major constraint that limits the speedup of a time-parallel algorithm like the Parareal algorithm due to the difficulty of coarsening time steps in a stiff numerical problem. To address this challenge, we develop a parallel-in-time approach based on the Parareal algorithm, in which we construct a novel coarse solver using a data-driven method based on Dynamic Mode Decomposition in place of a classic time marching scheme. The proposed solver computes an approximation of the solution using two numerical schemes of different accuracies in parallel, and apply High-Order Dynamic Mode Decomposition (HODMD) to reduce the cost of sequential computations. Compared to the original Parareal algorithm, the proposed approach allows for the construction of low-cost coarse solvers for many complicated stiff problems. We demonstrate through several numerical examples in fluid dynamics that the proposed method can effectively reduce the serial computation cost and improve the parallel speedup of long-time simulations which are hard to accelerate using the original Parareal algorithm.
839+
</section>
840+
</div>
841+
</div>
842+
</div>
843+
</div>
844+
750845
</div>
751846
</li>
752847
<li><div class="bibtex-entry-container">

0 commit comments

Comments
 (0)