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Deep learning framework for determining earthquake focal mechanisms with application to the Campi Flegrei caldera.

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Title: Deep learning framework for determining earthquake focal mechanisms with application to the Campi Flegrei caldera.
Authors: Annunziata D; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy., De Matteis R; Department of Science and Technologies, University of Sannio, Benevento, Italy., Izzo S; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy., Prezioso E; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy., Convertito V; Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Osservatorio Vesuviano, Via Diocleziano, 328, 80125, Napoli, Italy. vincenzo.convertito@ingv.it., Adinolfi GM; Department of Earth Science, University of Turin, Turin, Italy., Piccialli F; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy.
Source: Scientific reports [Sci Rep] 2026 May 08; Vol. 16 (1). Date of Electronic Publication: 2026 May 08.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Annunziata+D%22">Annunziata D</searchLink>; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22De+Matteis+R%22">De Matteis R</searchLink>; Department of Science and Technologies, University of Sannio, Benevento, Italy.<br /><searchLink fieldCode="AU" term="%22Izzo+S%22">Izzo S</searchLink>; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Prezioso+E%22">Prezioso E</searchLink>; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Convertito+V%22">Convertito V</searchLink>; Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Osservatorio Vesuviano, Via Diocleziano, 328, 80125, Napoli, Italy. vincenzo.convertito@ingv.it.<br /><searchLink fieldCode="AU" term="%22Adinolfi+GM%22">Adinolfi GM</searchLink>; Department of Earth Science, University of Turin, Turin, Italy.<br /><searchLink fieldCode="AU" term="%22Piccialli+F%22">Piccialli F</searchLink>; Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II, 80126, Naples, Italy.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 May 08; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 May 08.
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