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Machine Learning-Enhanced Evaluation of Handheld Laser-Induced Breakdown Spectroscopy (LIBS) Analytical Performance for Multi-Element Analysis of Rock Samples.

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Title: Machine Learning-Enhanced Evaluation of Handheld Laser-Induced Breakdown Spectroscopy (LIBS) Analytical Performance for Multi-Element Analysis of Rock Samples.
Authors: Senesi GS; CNR-Istituto per la Scienza e Tecnologia dei Plasmi (ISTP) Sede di Bari, Via Amendola, 122/D, 70126 Bari, Italy., De Pascale O; CNR-Istituto per la Scienza e Tecnologia dei Plasmi (ISTP) Sede di Bari, Via Amendola, 122/D, 70126 Bari, Italy., Allegretta I; Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali, Università del Salento, Via Monterioni 165, 73100 Lecce, Italy., Terzano R; Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, Università degli Studi di Bari, Via G. Amendola 165/A, 70126 Bari, Italy., Marangoni B; Programa de Pós-Graduação em Ciência dos Materiais, UFMS-Universidade Federal de Mato Grosso do Sul, Av. Costa e Silva, s/nº, Campo Grande 79070-900, Brazil.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Feb 06; Vol. 26 (3). Date of Electronic Publication: 2026 Feb 06.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine Learning-Enhanced Evaluation of Handheld Laser-Induced Breakdown Spectroscopy (LIBS) Analytical Performance for Multi-Element Analysis of Rock Samples.
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  Data: <searchLink fieldCode="AU" term="%22Senesi+GS%22">Senesi GS</searchLink>; CNR-Istituto per la Scienza e Tecnologia dei Plasmi (ISTP) Sede di Bari, Via Amendola, 122/D, 70126 Bari, Italy.<br /><searchLink fieldCode="AU" term="%22De+Pascale+O%22">De Pascale O</searchLink>; CNR-Istituto per la Scienza e Tecnologia dei Plasmi (ISTP) Sede di Bari, Via Amendola, 122/D, 70126 Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Allegretta+I%22">Allegretta I</searchLink>; Dipartimento di Scienze e Tecnologie Biologiche ed Ambientali, Università del Salento, Via Monterioni 165, 73100 Lecce, Italy.<br /><searchLink fieldCode="AU" term="%22Terzano+R%22">Terzano R</searchLink>; Dipartimento di Scienze del Suolo, della Pianta e degli Alimenti, Università degli Studi di Bari, Via G. Amendola 165/A, 70126 Bari, Italy.<br /><searchLink fieldCode="AU" term="%22Marangoni+B%22">Marangoni B</searchLink>; Programa de Pós-Graduação em Ciência dos Materiais, UFMS-Universidade Federal de Mato Grosso do Sul, Av. Costa e Silva, s/nº, Campo Grande 79070-900, Brazil.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Feb 06; Vol. 26 (3). <i>Date of Electronic Publication: </i>2026 Feb 06.
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