Vote for your favorite mineral in #MinCup25! - Paddlewheelite vs. Mannardite
It's a battle of the tiny as bright green #paddlewheelite goes up against jet black #mannardite. Both are small yet mighty minerals, but only one can win!
Log InRegister
Quick Links : The Mindat ManualThe Rock H. Currier Digital LibraryMindat Newsletter [Free Download]
Home PageAbout MindatThe Mindat ManualHistory of MindatCopyright StatusWho We AreContact UsAdvertise on Mindat
Donate to MindatCorporate SponsorshipSponsor a PageSponsored PagesMindat AdvertisersAdvertise on Mindat
Learning CenterWhat is a mineral?The most common minerals on earthInformation for EducatorsMindat ArticlesThe ElementsThe Rock H. Currier Digital LibraryGeologic Time
Minerals by PropertiesMinerals by ChemistryAdvanced Locality SearchRandom MineralRandom LocalitySearch by minIDLocalities Near MeSearch ArticlesSearch GlossaryMore Search Options
Search For:
Mineral Name:
Locality Name:
Keyword(s):
 
The Mindat ManualAdd a New PhotoRate PhotosLocality Edit ReportCoordinate Completion ReportAdd Glossary Item
Mining CompaniesStatisticsUsersMineral MuseumsClubs & OrganizationsMineral Shows & EventsThe Mindat DirectoryDevice SettingsThe Mineral Quiz
Photo SearchPhoto GalleriesSearch by ColorNew Photos TodayNew Photos YesterdayMembers' Photo GalleriesPast Photo of the Day GalleryPhotography

Saran, Debasis; Mishra, Neelam; Bathula, Sivaiah; Sahu, Kisor Kumar (2025) Machine learning assisted classification and interpretation of EIS data with experimental demonstration for chemical conversion coatings on Mg alloys. Electrochimica Acta, 527. doi:10.1016/j.electacta.2025.146231

Advanced
   -   Only viewable:
Reference TypeJournal (article/letter/editorial)
TitleMachine learning assisted classification and interpretation of EIS data with experimental demonstration for chemical conversion coatings on Mg alloys
JournalElectrochimica Acta
AuthorsSaran, DebasisAuthor
Mishra, NeelamAuthor
Bathula, SivaiahAuthor
Sahu, Kisor KumarAuthor
Year2025 (July)Volume527
PublisherElsevier BV
DOIdoi:10.1016/j.electacta.2025.146231Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID18325612Long-form Identifiermindat:1:5:18325612:0
GUID0
Full ReferenceSaran, Debasis; Mishra, Neelam; Bathula, Sivaiah; Sahu, Kisor Kumar (2025) Machine learning assisted classification and interpretation of EIS data with experimental demonstration for chemical conversion coatings on Mg alloys. Electrochimica Acta, 527. doi:10.1016/j.electacta.2025.146231
Plain TextSaran, Debasis; Mishra, Neelam; Bathula, Sivaiah; Sahu, Kisor Kumar (2025) Machine learning assisted classification and interpretation of EIS data with experimental demonstration for chemical conversion coatings on Mg alloys. Electrochimica Acta, 527. doi:10.1016/j.electacta.2025.146231
In(2025) Electrochimica Acta Vol. 527. Elsevier BV

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

Not Yet Imported: - journal-article : 10.1007/s00170-007-1279-2

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.scriptamat.2016.07.035

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/coatings8110405

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Zhang (2022) Front. Bioeng. Biotechnol. A review on magnesium alloys for biomedical applications 10, 1
Not Yet Imported: - journal-article : 10.1016/j.jmst.2013.02.005

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Acta Biomaterialia - journal-article : 10.1016/j.actbio.2016.09.005

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.jmst.2017.07.019

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Advanced Engineering Materials - journal-article : 10.1002/adem.201400434

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.pmatsci.2017.04.011

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1002/(SICI)1527-2648(199909)1:1<11::AID-ADEM11>3.0.CO;2-N

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1002/adem.200310405

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1002/adem.200500013

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Ghali (2011) Activity and passivity of magnesium (Mg) and its alloys , 66
Not Yet Imported: - journal-article : 10.1007/s100190050008

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Corrosion Reviews - journal-article : 10.1515/corrrev-2021-0088

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Atrens (2011) Corrosion of magnesium (Mg) alloys and metallurgical influence , 117
Not Yet Imported: - journal-article : 10.1039/C3TB21746A

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: International Materials Reviews - journal-article : 10.1179/1743280414Y.0000000046

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Acta Biomaterialia - journal-article : 10.1016/j.actbio.2012.04.012

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/ma16030909

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.apsadv.2022.100321

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/nano13040644

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Journal of Coatings Technology and Research - journal-article : 10.1007/s11998-020-00335-2

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Saran (2024) Results in Surfaces and Interfaces Novel perspectives on the mechanism of phosphate conversion coating on magnesium alloys 16
Govind Sanjeev Kumar (2023) Today Proc An overview of recent trends and challenges of post treatments on magnesium alloys, Mater 78, 700
Not Yet Imported: - journal-article : 10.1002/adem.200500257

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.3390/coatings10070628

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.surfcoat.2016.08.055

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.tsf.2010.09.014

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Progress in Organic Coatings - journal-article : 10.1016/j.porgcoat.2011.10.011

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Abela (2010) Physical vapour deposition of magnesium alloys , 294
Not Yet Imported: - journal-article : 10.1021/acsmeasuresciau.2c00070

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Nature Reviews Methods Primers - journal-article : 10.1038/s43586-021-00039-w

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.coelec.2018.12.003

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.ijhydene.2023.07.177

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.ijhydene.2024.02.056

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Moses (2024) Jom Unraveling Magnesium Alloy Corrosion Patterns Through Unsupervised Machine Learning: Exploring Clustering Techniques for Enhanced Insight 76, 4388
Michailidou (2025) J. Appl. Electrochem. Unsupervised classification of organic coating performance using electrochemical impedance data , 1
Not Yet Imported: - journal-article : 10.1038/s41529-024-00427-z

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Advanced Intelligent Systems - journal-article : 10.1002/aisy.202300085

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Chen (2025) J. Mater. Sci. Technol. An intelligent matching method for the equivalent circuit of electrochemical impedance spectroscopy based on Random Forest 209, 300
Not Yet Imported: - journal-article : 10.1016/j.porgcoat.2004.08.001

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.surfcoat.2020.125919

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.porgcoat.2008.08.012

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.porgcoat.2017.01.006

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Progress in Organic Coatings - journal-article : 10.1016/0033-0655(92)87005-U

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1007/s11998-016-9810-8

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: CORROSION - journal-article : 10.5006/1.3585061

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Falcon ()
Not Yet Imported: - journal-article : 10.1021/acs.nanolett.9b02982

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1007/s10008-024-05850-5

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: Current Opinion in Electrochemistry - journal-article : 10.1016/j.coelec.2018.09.005

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.engappai.2023.107027

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Not Yet Imported: - journal-article : 10.1016/j.jelechem.2019.113627

If you would like this item imported into the Digital Library, please contact us quoting Journal ID


See Also

These are possibly similar items as determined by title/reference text matching only.

 
and/or  
Mindat.org is an outreach project of the Hudson Institute of Mineralogy, a 501(c)(3) not-for-profit organization.
Copyright © mindat.org and the Hudson Institute of Mineralogy 1993-2025, except where stated. Most political location boundaries are © OpenStreetMap contributors. Mindat.org relies on the contributions of thousands of members and supporters. Founded in 2000 by Jolyon Ralph.
To cite: Ralph, J., Von Bargen, D., Martynov, P., Zhang, J., Que, X., Prabhu, A., Morrison, S. M., Li, W., Chen, W., & Ma, X. (2025). Mindat.org: The open access mineralogy database to accelerate data-intensive geoscience research. American Mineralogist, 110(6), 833–844. doi:10.2138/am-2024-9486.
Privacy Policy - Terms & Conditions - Contact Us / DMCA issues - Report a bug/vulnerability Current server date and time: September 16, 2025 11:42:44
Go to top of page