Pretreatment-free SERS sensing of microplastics using a self-attention-based neural network on hierarchically porous Ag foams.
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| Title: | Pretreatment-free SERS sensing of microplastics using a self-attention-based neural network on hierarchically porous Ag foams. |
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| Authors: | Guselnikova O; National Institute for Materials Science (NIMS), Tsukuba, Ibaraki, Japan. guselnikovaoa@tpu.ru.; Research School of Chemistry and Applied Biomedical Sciences, Tomsk Polytechnic University, Tomsk, Russian Federation. guselnikovaoa@tpu.ru., Trelin A; Department of Solid-State Engineering, University of Chemistry and Technology, Prague, Czech Republic., Kang Y; National Institute for Materials Science (NIMS), Tsukuba, Ibaraki, Japan.; Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Japan., Postnikov P; Research School of Chemistry and Applied Biomedical Sciences, Tomsk Polytechnic University, Tomsk, Russian Federation.; Department of Solid-State Engineering, University of Chemistry and Technology, Prague, Czech Republic., Kobashi M; Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Japan., Suzuki A; Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Japan., Shrestha LK; National Institute for Materials Science (NIMS), Tsukuba, Ibaraki, Japan.; Department of Materials Science, Institute of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan., Henzie J; National Institute for Materials Science (NIMS), Tsukuba, Ibaraki, Japan. henzie.joeladam@nims.go.jp., Yamauchi Y; Department of Materials Process Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Japan. y.yamauchi@uq.edu.au.; Australian Institute for Bioengineering and Nanotechnology (AIBN), The University of Queensland, Brisbane, QLD, Australia. y.yamauchi@uq.edu.au. |
| Source: | Nature communications [Nat Commun] 2024 May 28; Vol. 15 (1), pp. 4351. Date of Electronic Publication: 2024 May 28. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-024-48148-w |
