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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Dear colleagues,</span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">I would like to inform you about <b>15 advertised PhD positions</b> as part of the Marie Curie Doctoral Training Network: <b><i>REALISE - Bridging Igneous Petrology and
Machine Learning for Science and Society</i></b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Topics include: Machine Learning and data fusion methods applied to volcanic systems and critical metal deposits, including plumbing systems, eruption dynamics, diffusion
chronometry, geothermobarometry, ore characterisation of LCT pegmatites, rare metal granites and mafic layered intrusions. </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Please see the overview below and the website </span><span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(5, 99, 193);"><b><u><a style="color: rgb(5, 99, 193); margin: 0px;" data-linkindex="0" data-auth="NotApplicable" rel="noopener noreferrer" title="http://www.realise-dn.eu" class="x_x_OWAAutoLink" id="OWA941486eb-46d1-bc9e-1937-51b06e155e6a" target="_blank" href="http://www.realise-dn.eu">www.realise-dn.eu</a></u></b></span><span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"> for
more details on each of the advertised PhD positions.</span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Application deadline: <b>31<sup>st</sup> of March.</b></span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Starting dates vary per project but will be around Sept-Nov 2026.</span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Kind regards,</span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Maurizio Petrelli and the REALISE coordination board</span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><img style="width: 286px; height: 75px; max-width: 742px; margin: 0px;" height="75" width="286" id="x_x_image_0" alt="REALISE MSCA Doctoral Network" src="https://realise-dn.eu/wp-content/uploads/2025/10/cropped-logo_6-scaled-1.png"></span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">REALISE will train <b>15 Doctoral Candidates</b> at the interface of igneous petrology, volcanology, critical raw materials, and machine learning / AI. The network combines
advanced petrological observations and multimodal analytical data with modern ML (including physics-informed and generative AI approaches) to improve: </span></p>
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<li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
Volcanic hazard assessment and risk mitigation, and</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
The understanding and exploration of critical raw materials in magmatic systems. </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Doctoral projects address magma lifecycle processes, multimodal data fusion, physics–ML hybrid modelling (from CFD to atomistic simulations), and AI-assisted hypothesis
formulation. </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>MSCA Doctoral Candidate eligibility criteria</b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Applicants must comply with the Marie Skłodowska-Curie Doctoral Network eligibility rules, including: </span></p>
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Applicants must not hold a PhD degree at the time of recruitment.</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
At the time of recruitment, the applicant must not have resided or carried out their main activity (work, studies, etc.) in the host country for more than 12 months in the 36 months prior to the recruitment date. </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Other requirements</b> </span></p>
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Applicants must meet the doctoral admission requirements of the recruiting host institution.</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
Excellent motivation for interdisciplinary research combining Earth Sciences and ML/AI is expected.</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
Strong English communication skills are required. </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Overview of the Doctoral Candidate positions</b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Each position is a <b>fully funded 36-month PhD fellowship</b> within the MSCA framework and includes international secondments, advanced training, and competitive employment
conditions according to MSCA rules. </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>First Call Application deadline:</b> <b>31 March 2026 </b><i>(Positions will remain open until filled)</i></span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Remuneration:</b> The remuneration is based on the MSCA-DN researcher allowances (Living allowance: <b>4,010 €</b> (adjusted by country coefficient); mobility allowance: <b>710
€</b>; family allowance: <b>660 € (if eligible)</b>. The exact gross salary differs depending on the country and host institution. Full details are provided in the detailed descriptions of each position on the project website or during the interview phase. </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Available positions: </b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC1</b> – <i>Deciphering the genesis of critical ore deposits in the Bushveld Layered Intrusions</i> </span></p>
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<b>Host/PhD:</b> University of Perugia (Italy) | <b>Supervisor:</b> Prof. Maurizio Petrelli</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> BGR (Germany); UvA (Netherlands) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC2</b> – <i>Pre-eruptive dynamics at Campi Flegrei: multimodal petrology + physics-informed AI</i> </span></p>
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<b>Host/PhD:</b> University of Perugia (Italy) | <b>Supervisor:</b> Prof. Maurizio Petrelli</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> KUL (Belgium); UL (Slovenia) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC3</b> – <i>ML-assisted atomistic simulations: partitioning of critical raw elements in magmas</i> </span></p>
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<b>Host/PhD:</b> University of Perugia (Italy) | <b>Supervisor:</b> Prof. Maurizio Petrelli</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> IPGP (France); LUH (Germany) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC4</b> – <i>Generative AI for super-resolution & artificial 3D tomography of crystal zoning</i> </span></p>
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<b>Host/PhD:</b> Leibniz University of Hannover (Germany) | <b>Supervisor:</b> Prof. Monika Sester</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> NU (UK); ELTE (Hungary) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC5</b> – <i>Data-driven investigations of magma plumbing systems at active volcanoes</i> </span></p>
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<b>Host/PhD:</b> Leibniz University of Hannover (Germany) | <b>Supervisor:</b> Prof. François Holtz</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> KUL (Belgium); UvA (Netherlands) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC6</b> – <i>Multi-phase ML thermo-chemo-barometry of volcano plumbing systems</i> </span></p>
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<b>Host/PhD:</b> KU Leuven (Belgium) | <b>Supervisor:</b> Prof. Olivier Namur</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> LUH (Germany); UNIPG (Italy) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC7</b> – <i>AI-assisted mineralogical/textural characterization of LCT pegmatites</i> </span></p>
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<b>Host/PhD:</b> KU Leuven (Belgium) | <b>Supervisor:</b> Prof. Anouk Borst</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> BGR (Germany); UORL (France); LUH (Germany) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC8</b> – <i>DeepEruptive: AI for eruptive parameter estimations (petrology + CFD + tephra maps)</i> </span></p>
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<b>Host/PhD:</b> Sorbonne University (France) | <b>Supervisor:</b> Prof. Paola Cinnella</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> INGV (Italy); Ainoudo (France) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC9</b> – <i>Melt inclusions: ML analysis of hyperspectral data for magma reservoir conditions</i> </span></p>
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<b>Host/PhD:</b> Sorbonne University (France) | <b>Supervisor:</b> Dr.Hélène Balcone-Boissard</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> SOLEIL (France); KUL (Belgium) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC10</b> – <i>ML-assisted multimodal workflows for sulfide accumulation processes in ore deposits</i> </span></p>
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<b>Host/PhD:</b> CNRS/University of Orleans (France) | <b>Supervisor:</b> Dr. Giada Iacono-Marziano</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> Teledyne Photon Machines; INFN (Italy) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC11</b> – <i>AI-supported hypothesis formulation on metal-rich granites (critical metal prospectivity)</i> </span></p>
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<b>Host/PhD:</b> CNRS/University of Orleans (France) | <b>Supervisor:</b> Dr. Fabrice Gaillard</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> BRGM (France); UNIPG (Italy) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC12</b> – <i>Petrological monitoring & eruptive style forecasting in open-vent volcanoes (Etna)</i> </span></p>
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<b>Host/PhD:</b> Eötvös Loránd University (Hungary) | <b>Supervisor:</b> Dr. Réka Lukács</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> UL (Slovenia); Italian Civil Protection Department (Italy) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC13</b> – <i>ML for hypothesis formulation + trace-element thermodynamic insights in silicic systems</i> </span></p>
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<b>Host/PhD:</b> Eötvös Loránd University (Hungary) | <b>Supervisor:</b> Prof. András Lukács</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> UNIPG (Italy); KUL (Belgium) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC14</b> – <i>DEGAS: ML-based atomistic simulations of volcanic degassing</i> </span></p>
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<b>Host/PhD:</b> Institut de Physique du Globe de Paris (France) | <b>Supervisor:</b> Prof. Razvan Caracas</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> INFN (Italy); UORL (France) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>DC15</b> – <i>Large Language Models for automated data explanations in petrology (incl. multimodal fusion)</i> </span></p>
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<b>Host/PhD:</b> University of Ljubljana (Slovenia) | <b>Supervisor:</b> Prof. Blaž Zupan</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
<b>Secondments:</b> UNIPG (Italy); UvA (Netherlands) </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Required profile (general)</b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">We welcome applicants from <b>Earth Sciences (petrology/volcanology/geochemistry/mineral resources)</b>, <b>Computer/Data Science (ML/AI)</b>, or genuinely interdisciplinary
backgrounds. </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);">Typical desirable skills (vary by DC): </span></p>
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Igneous petrology, mineralogy, geochemistry, volcanology, thermodynamics, modelling; and/or</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
ML/AI, data science, statistics, image analysis, scientific programming (Python/R/Julia), HPC;</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
Strong motivation for interdisciplinary research and international collaboration;</li><li style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36); margin: 0cm;">
Good English communication skills. </li></ul>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>How to apply</b> </span></p>
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<span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"><b>Apply via:</b> instructions and links on </span><span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(5, 99, 193);"><b><u><a style="color: rgb(5, 99, 193); margin: 0px;" data-linkindex="1" data-auth="NotApplicable" rel="noopener noreferrer" title="http://www.realise-dn.eu/" class="x_x_OWAAutoLink" id="OWA84055720-ea41-8be6-6c09-82fef981574f" target="_blank" href="http://www.realise-dn.eu/">www.realise-dn.eu</a></u></b></span><span style="font-family: Calibri, sans-serif; font-size: 11pt; color: rgb(36, 36, 36);"> (project
website). </span></p>
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<img style="width: 144.737px; height: 125px; max-width: 799px;" height="125" width="144" id="x_image_0" data-outlook-trace="F:1|T:1" src="cid:3b35459b-4904-4de7-9aec-cf8a560c3ba7"></div>
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Prof. Maurizio Petrelli</div>
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Dept. of Physics and Geology</div>
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Tel. +39 075 505 2607</div>
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mail: maurizio.petrelli@unipg.it</div>
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<span style="font-size: 12pt;">URL: <a style="color: rgb(0, 0, 0);" title="https://www.mauriziopetrelli.info" class="OWAAutoLink" id="OWAc4485053-85ad-df4a-ddd5-7db84c72ee4b" href="https://www.mauriziopetrelli.info">
https://www.mauriziopetrelli.info</a><br>
</span><span style="font-size: 16px; background-color: rgb(255, 255, 255);">The REALISE project:
</span><span style="font-size: 16px;"><a style="color: rgb(0, 0, 0); margin: 0px; text-align: left;" rel="noopener noreferrer" title="https://doi.org/10.3030/101226206" class="OWAAutoLink" id="LPlnk897305" target="_blank" href="https://doi.org/10.3030/101226206">https://doi.org/10.3030/101226206</a></span></div>
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