A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00179906%3A_____%2F16%3A10331616" target="_blank" >RIV/00179906:_____/16:10331616 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-42007-3_43" target="_blank" >http://dx.doi.org/10.1007/978-3-319-42007-3_43</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-42007-3_43" target="_blank" >10.1007/978-3-319-42007-3_43</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Popis výsledku v původním jazyce

The Monte Carlo (MC) method is the gold standard in photon migration through 3D media with spatially varying optical properties. MC offers excellent accuracy, easy-to-program and straightforward parallelization. In this study we summarize the recent advances in accelerating simulations of light propagation in biological tissues. The systematic literature review method is involved selecting the relevant studies for the research. With this approach research questions regarding the acceleration techniques are formulated and additional selection criteria are applied. The selected studies are analyzed and the research questions are answered. We discovered that there are several possibilities for accelerating the MC code and the CUDA platform is used in more than 60% of all studies. We also discovered that the trend in GPU acceleration with CUDA has continued in last two years.

Název v anglickém jazyce

A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Popis výsledku anglicky

The Monte Carlo (MC) method is the gold standard in photon migration through 3D media with spatially varying optical properties. MC offers excellent accuracy, easy-to-program and straightforward parallelization. In this study we summarize the recent advances in accelerating simulations of light propagation in biological tissues. The systematic literature review method is involved selecting the relevant studies for the research. With this approach research questions regarding the acceleration techniques are formulated and additional selection criteria are applied. The selected studies are analyzed and the research questions are answered. We discovered that there are several possibilities for accelerating the MC code and the CUDA platform is used in more than 60% of all studies. We also discovered that the trend in GPU acceleration with CUDA has continued in last two years.

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

<a href="/cs/project/GA16-13967S" target="_blank" >GA16-13967S: Plasmonické nanočástice pro teranostiku s laditelnými optotermálními parametry</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2016

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Trends in Applied Knowledge-Based Systems and Data Science: 29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Morioka, Japan, August 2-4, 2016, Proceedings

ISBN

978-3-319-42007-3

ISSN

0302-9743

e-ISSN

—

Počet stran výsledku

10

Strana od-do

493-502

Název nakladatele

Springer

Místo vydání

S. l.

Místo konání akce

Morioka

Datum konání akce

2. 8. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000387771300043