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Autonomous sampling and SHAP interpretation of deposition-rates in bipolar HiPIMS.

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Title: Autonomous sampling and SHAP interpretation of deposition-rates in bipolar HiPIMS.
Authors: Wieczorek A; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch., Rodkey N; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch., Sommerhäuser J; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch., Hattrick-Simpers J; Department of Materials Science and Engineering, University of Toronto M5S 3E4 Toronto ON Canada.; Acceleration Consortium, University of Toronto M7A 2S4 Toronto ON Canada., Siol S; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch.
Source: Digital discovery [Digit Discov] 2026 Apr 27; Vol. 5 (5), pp. 2221-2231. Date of Electronic Publication: 2026 Apr 27 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Royal Society of Chemistry Country of Publication: England NLM ID: 9918351186906676 Publication Model: eCollection Cited Medium: Internet ISSN: 2635-098X (Electronic) Linking ISSN: 2635098X NLM ISO Abbreviation: Digit Discov Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Autonomous sampling and SHAP interpretation of deposition-rates in bipolar HiPIMS.
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  Data: <searchLink fieldCode="AU" term="%22Wieczorek+A%22">Wieczorek A</searchLink>; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch.<br /><searchLink fieldCode="AU" term="%22Rodkey+N%22">Rodkey N</searchLink>; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch.<br /><searchLink fieldCode="AU" term="%22Sommerhäuser+J%22">Sommerhäuser J</searchLink>; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch.<br /><searchLink fieldCode="AU" term="%22Hattrick-Simpers+J%22">Hattrick-Simpers J</searchLink>; Department of Materials Science and Engineering, University of Toronto M5S 3E4 Toronto ON Canada.; Acceleration Consortium, University of Toronto M7A 2S4 Toronto ON Canada.<br /><searchLink fieldCode="AU" term="%22Siol+S%22">Siol S</searchLink>; Laboratory for Surface Science and Coating Technologies, Empa-Swiss Federal Laboratories for Materials Science and Technology Ueberlandstrasse 129 Duebendorf CH-8600 Switzerland nathan.rodkey@empa.ch sebastian.siol@empa.ch.
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  Data: <searchLink fieldCode="JN" term="%229918351186906676%22">Digital discovery</searchLink> [Digit Discov] 2026 Apr 27; Vol. 5 (5), pp. 2221-2231. <i>Date of Electronic Publication: </i>2026 Apr 27 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Royal+Society+of+Chemistry%22">Royal Society of Chemistry </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9918351186906676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2635-098X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222635098X%22">2635098X </searchLink><i>NLM ISO Abbreviation: </i>Digit Discov <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1039/d6dd00063k
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      – TitleFull: Autonomous sampling and SHAP interpretation of deposition-rates in bipolar HiPIMS.
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              Text: 2026 Apr 27
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