Vote for your favorite mineral in #MinCup25! - Calcite vs. Perovskite
This match of heavy hitters is bound to end in heartbreak as classic calcite faces off against futuristic perovskite.
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

Karade, Vijay C., Sutar, Santosh S., Jang, Jun Sung, Gour, Kuldeep Singh, Shin, Seung Wook, Suryawanshi, Mahesh P., Kamat, Rajanish K., Dongale, Tukaram D., Kim, Jin Hyeok, Yun, Jae Ho (2023) Unraveling the Effect of Compositional Ratios on the Kesterite Thin-Film Solar Cells Using Machine Learning Techniques. Crystals, 13 (11) 1581 doi:10.3390/cryst13111581

Advanced
   -   Only viewable:
Reference TypeJournal (article/letter/editorial)
TitleUnraveling the Effect of Compositional Ratios on the Kesterite Thin-Film Solar Cells Using Machine Learning Techniques
JournalCrystals
AuthorsKarade, Vijay C.Author
Sutar, Santosh S.Author
Jang, Jun SungAuthor
Gour, Kuldeep SinghAuthor
Shin, Seung WookAuthor
Suryawanshi, Mahesh P.Author
Kamat, Rajanish K.Author
Dongale, Tukaram D.Author
Kim, Jin HyeokAuthor
Yun, Jae HoAuthor
Year2023 (November 12)Volume13
Issue11
PublisherMDPI AG
DOIdoi:10.3390/cryst13111581Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID16928478Long-form Identifiermindat:1:5:16928478:9
GUID0
Full ReferenceKarade, Vijay C., Sutar, Santosh S., Jang, Jun Sung, Gour, Kuldeep Singh, Shin, Seung Wook, Suryawanshi, Mahesh P., Kamat, Rajanish K., Dongale, Tukaram D., Kim, Jin Hyeok, Yun, Jae Ho (2023) Unraveling the Effect of Compositional Ratios on the Kesterite Thin-Film Solar Cells Using Machine Learning Techniques. Crystals, 13 (11) 1581 doi:10.3390/cryst13111581
Plain TextKarade, Vijay C., Sutar, Santosh S., Jang, Jun Sung, Gour, Kuldeep Singh, Shin, Seung Wook, Suryawanshi, Mahesh P., Kamat, Rajanish K., Dongale, Tukaram D., Kim, Jin Hyeok, Yun, Jae Ho (2023) Unraveling the Effect of Compositional Ratios on the Kesterite Thin-Film Solar Cells Using Machine Learning Techniques. Crystals, 13 (11) 1581 doi:10.3390/cryst13111581
In(2023, October) Crystals Vol. 13 (11) MDPI AG

See Also

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

Karade, Vijay C., Suryawanshi, Mahesh P., Jang, Jun Sung, Gour, Kuldeep Singh, Jang, Suyoung, Park, Jongsung, Kim, Jin Hyeok, Shin, Seung Wook (2022) Understanding defects and band tailing characteristics and their impact on the device performance of Cu2ZnSn(S,Se)4 solar cells. Journal of Materials Chemistry A, 10 (15) 8466-8478 doi:10.1039/d2ta00165a
Baek, Myeong Cheol, Jang, Jun Sung, Karade, Vijay C., Suryawanshi, Mahesh P., Kim, JunHo, Hong, Tae Ei, Park, Sang Woo, Shin, Seung Wook, Kim, Jin Hyeok (2024) Achieving highly efficient kesterite solar cells using simultaneous surface Ge substitution and rear interface engineering strategies. Chemical Engineering Journal, 479. 147842 doi:10.1016/j.cej.2023.147842
Gang, Myeng Gil, Shin, Seung Wook, Suryawanshi, Mahesh P., Ghorpade, Uma V., Song, Zhaoning, Jang, Jun Sung, Yun, Jae Ho, Cheong, Hyeonsik, Yan, Yanfa, Kim, Jin Hyeok (2018) Band Tail Engineering in Kesterite Cu2ZnSn(S,Se)4 Thin-Film Solar Cells with 11.8% Efficiency. The Journal of Physical Chemistry Letters, 9 (16). 4555-4561 doi:10.1021/acs.jpclett.8b01433
Karade, Vijay C.; Gour, Kuldeep Singh; He, Mingrui; Jang, Junsung; Enkhbat, Temujin; Lee, Minwoo; Kim, Junho; Sutar, Santosh S.; Dongale, Tukaram D.; Ellingson, Randy J.; et al. (2025) Machine Learning Drives a Path to Defect Engineering for Suppressing Nonradiative Recombination Losses in Cu2ZnSn(S,Se)4 Solar Cells. ACS Applied Materials & Interfaces, 17 (24). doi:10.1021/acsami.5c01764
Baek, Myeong Cheol, Jang, Jun Sung, Suryawanshi, Mahesh P., Karade, Vijay C., Kim, Jihun, He, Mingrui, Park, Sang Woo, Kim, Jin Hyeok, Shin, Seung Wook (2023) Rear interface engineering via a facile oxidation process of Mo back contact for highly efficient CZTSSe thin film solar cells. Journal of Alloys and Compounds, 935. 167993 doi:10.1016/j.jallcom.2022.167993
Park, Sang Woo, He, Mingrui, Jang, Jun Sung, Kamble, Girish U., Suryawanshi, Umesh P., Baek, Myeong Cheol, Suryawanshi, Mahesh P., Gang, Myeng Gil, Park, Youseong, Choi, Ho Jun, Hao, Xiaojing, Shin, Seung Wook, Kim, Jin Hyeok (2024) Facile Approach for Metallic Precursor Engineering for Efficient Kesterite Thin-Film Solar Cells. ACS Applied Materials & Interfaces, 16 (13) 16328-16339 doi:10.1021/acsami.4c01230
Patil, Suvarna M., Kundale, Somnath S., Sutar, Santosh S., Patil, Pramod J., Teli, Aviraj M., Beknalkar, Sonali A., Kamat, Rajanish K., Bae, Jinho, Shin, Jae Cheol, Dongale, Tukaram D. (2023) Unraveling the importance of fabrication parameters of copper oxide-based resistive switching memory devices by machine learning techniques. Scientific Reports, 13 (1) doi:10.1038/s41598-023-32173-8
Lee, Byeong Hoon, Gour, Kuldeep Singh, Karade, Vijay, Jang, Jun Sung, Kim, Jihun, Jo, Eunae, Gang, Myeng Gil, Lee, Dong Min, Lee, In Jae, Park, Jongsung, Kim, Jin Hyeok (2021) Effect of Ge nanolayer stacking order on performance of CZTSSe thin film solar cells. Materials Letters, 284. 128981pp. doi:10.1016/j.matlet.2020.128981
Jang, Suyoung, Karade, Vijay C., Jang, Jun Sung, Jo, Eunae, Shim, Hongjae, Kim, Su Gil, Patil, Komal, Gour, Kuldeep Singh, Kim, Jin Hyeok (2023) Achieving over 10% device efficiency in Cu2ZnSn(S,Se)4 thin-film solar cells with modifications of window layer properties. Journal of Alloys and Compounds, 930. 167302 doi:10.1016/j.jallcom.2022.167302
Karade, Vijay C., Lim, Jihoo, Gour, Kuldeep Singh, Jang, Jun Sung, Shin, So Jeong, Kim, Jong H., Yang, Bum Seung, Choi, Hyuntae, Enkhbat, Temujin, Kim, JunHo, Yun, Jae Sung, Jang, Hae Nam, Yun, Jae Ho, Park, Jongsung, Kim, Jin Hyeok (2022) Overcoming the limitations of low-bandgap Cu2ZnSn(S,Se)4 devices under indoor light conditions: from design to prototype IoT application. Journal of Materials Chemistry A, 10 (44) 23831-23842 doi:10.1039/d2ta06565g
Ghorpade, Uma V., Suryawanshi, Mahesh P., Shin, Seung Wook, Hong, Chang Woo, Kim, Inyoung, Moon, Jong H., Yun, Jae Ho, Kim, Jin Hyeok, Kolekar, Sanjay S. (2015) Wurtzite CZTS nanocrystals and phase evolution to kesterite thin film for solar energy harvesting. Physical Chemistry Chemical Physics, 17 (30). 19777-19788 doi:10.1039/c5cp02007g
 
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 Β© 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 4, 2025 02:32:51
Go to top of page