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Please use this identifier to cite or link to this item: http://hdl.handle.net/2122/6746
DC FieldValueLanguage
dc.contributor.authorallPeruzzo, E.; Scuola Normale Superiore, Pisa, Italyen
dc.contributor.authorallBarsanti, M.; Dipartimento di Matematica Applicata, Università di Pisa, Pisa, Italy; Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, Italyen
dc.contributor.authorallFlandoli, F.; Dipartimento di Matematica Applicata, Università di Pisa, Pisa, Italyen
dc.contributor.authorallPapale, P; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Pisa, Pisa, Italiaen
dc.date.accessioned2011-01-18T14:02:49Zen
dc.date.available2011-01-18T14:02:49Zen
dc.date.issued2010en
dc.identifier.urihttp://hdl.handle.net/2122/6746en
dc.description.abstractStochastic Quantization (SQ) is a method for the approximation of a continuous probability distribution with a discrete one. The proposal made in this paper is to apply this technique to reduce the number of numerical simulations for systems with uncertain inputs, when estimates of the output distribution are needed. This question is relevant in volcanology, where realistic simulations are very expensive and uncertainty is always present. We show the results of a benchmark test based on a one-dimensional steady model of magma flow in a volcanic conduit.en
dc.language.isoEnglishen
dc.publisher.nameCopernicus Publicationsen
dc.relation.ispartofSolid Earthen
dc.relation.ispartofseries/1(2010)en
dc.subjectvolcano physicsen
dc.subjectconduit dynamicsen
dc.subjectprobabilitiesen
dc.subjectmixed deterministic-probabilistic approachen
dc.titleThe stochastic quantization method and its application to the numerical simulation of volcanic conduit dynamics under random conditionsen
dc.typearticleen
dc.description.statusPublisheden
dc.type.QualityControlPeer-revieweden
dc.description.pagenumber49-59en
dc.identifier.URLhttp://www.solid-earth.net/1/49/2010/se-1-49-2010.htmlen
dc.subject.INGV04. Solid Earth::04.08. Volcanology::04.08.08. Volcanic risken
dc.subject.INGV05. General::05.01. Computational geophysics::05.01.05. Algorithms and implementationen
dc.subject.INGV05. General::05.05. Mathematical geophysics::05.05.99. General or miscellaneousen
dc.identifier.doi10.5194/se-1-49-2010en
dc.description.obiettivoSpecifico3.6. Fisica del vulcanismoen
dc.description.obiettivoSpecifico4.3. TTC - Scenari di pericolosità vulcanicaen
dc.description.journalTypeN/A or not JCRen
dc.description.fulltextopenen
dc.contributor.authorPeruzzo, E.en
dc.contributor.authorBarsanti, M.en
dc.contributor.authorFlandoli, F.en
dc.contributor.authorPapale, Pen
dc.contributor.departmentScuola Normale Superiore, Pisa, Italyen
dc.contributor.departmentDipartimento di Matematica Applicata, Università di Pisa, Pisa, Italy; Istituto Nazionale di Geofisica e Vulcanologia, Sezione di Pisa, Pisa, Italyen
dc.contributor.departmentDipartimento di Matematica Applicata, Università di Pisa, Pisa, Italyen
dc.contributor.departmentIstituto Nazionale di Geofisica e Vulcanologia, Sezione Pisa, Pisa, Italiaen
item.openairetypearticle-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.grantfulltextopen-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextWith Fulltext-
crisitem.author.deptScuola Normale Superiore, Pisa, Italy-
crisitem.author.deptUniversità di Pisa-
crisitem.author.deptIstituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Pisa, Pisa, Italia-
crisitem.author.orcid0000-0002-5207-2124-
crisitem.author.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
crisitem.classification.parent04. Solid Earth-
crisitem.classification.parent05. General-
crisitem.classification.parent05. General-
crisitem.department.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
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