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Machine learning-assisted spectroscopic ellipsometry of chromium thin films for microalgae biosensing.

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Title: Machine learning-assisted spectroscopic ellipsometry of chromium thin films for microalgae biosensing.
Authors: Herawati A; Research Center for Photonics, National Research and Innovation Agency (BRIN), Bd. 442 Kawasan Puspiptek Serpong, South Tangerang, Banten, 15314, Indonesia. Electronic address: asmi002@brin.go.id., Suhendra; Department of International Doctoral Program in Agriculture, National Chung Hsing University, Taichung, 402202, Taiwan; Department of Agro-Industrial Technology, Universitas Bengkulu, Bengkulu, 38112, Indonesia. Electronic address: d112030206@mail.nchu.edu.tw., Khasanah RAN; Department of Physics Education, Universitas Negeri Yogyakarta, Yogyakarta, 55281, Indonesia., Widianto E; Department of Physics, Faculty of Engineering, Universitas Singaperbangsa Karawang, Telukjambe Timur, Karawang, 41361, Indonesia., Santoso I; Department of Physics, Faculty of Mathematics and Natural Science, Gadjah Mada University, Sekip Utara, BLS 21, Yogyakarta, 55281, Indonesia., Suharyadi E; Department of Physics, Faculty of Mathematics and Natural Science, Gadjah Mada University, Sekip Utara, BLS 21, Yogyakarta, 55281, Indonesia., Kato T; Department of Electronics, Nagoya University, Nagoya, Japan; Institute of Materials and System for Sustainability, Nagoya University, Nagoya, Japan., Iwata S; Institute of Materials and System for Sustainability, Nagoya University, Nagoya, Japan., Lin HT; Department of Bio-Industrial Mechatronics Engineering, National Chung Hsing University, Taichung, 402202, Taiwan.
Source: Biosensors & bioelectronics [Biosens Bioelectron] 2026 Jun 15; Vol. 302, pp. 118543. Date of Electronic Publication: 2026 Feb 16.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Advanced Technology Country of Publication: England NLM ID: 9001289 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-4235 (Electronic) Linking ISSN: 09565663 NLM ISO Abbreviation: Biosens Bioelectron Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning-assisted spectroscopic ellipsometry of chromium thin films for microalgae biosensing.
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  Data: <searchLink fieldCode="AU" term="%22Herawati+A%22">Herawati A</searchLink>; Research Center for Photonics, National Research and Innovation Agency (BRIN), Bd. 442 Kawasan Puspiptek Serpong, South Tangerang, Banten, 15314, Indonesia. Electronic address: asmi002@brin.go.id.<br /><searchLink fieldCode="AU" term="%22Suhendra%22">Suhendra</searchLink>; Department of International Doctoral Program in Agriculture, National Chung Hsing University, Taichung, 402202, Taiwan; Department of Agro-Industrial Technology, Universitas Bengkulu, Bengkulu, 38112, Indonesia. Electronic address: d112030206@mail.nchu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Khasanah+RAN%22">Khasanah RAN</searchLink>; Department of Physics Education, Universitas Negeri Yogyakarta, Yogyakarta, 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Widianto+E%22">Widianto E</searchLink>; Department of Physics, Faculty of Engineering, Universitas Singaperbangsa Karawang, Telukjambe Timur, Karawang, 41361, Indonesia.<br /><searchLink fieldCode="AU" term="%22Santoso+I%22">Santoso I</searchLink>; Department of Physics, Faculty of Mathematics and Natural Science, Gadjah Mada University, Sekip Utara, BLS 21, Yogyakarta, 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Suharyadi+E%22">Suharyadi E</searchLink>; Department of Physics, Faculty of Mathematics and Natural Science, Gadjah Mada University, Sekip Utara, BLS 21, Yogyakarta, 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Kato+T%22">Kato T</searchLink>; Department of Electronics, Nagoya University, Nagoya, Japan; Institute of Materials and System for Sustainability, Nagoya University, Nagoya, Japan.<br /><searchLink fieldCode="AU" term="%22Iwata+S%22">Iwata S</searchLink>; Institute of Materials and System for Sustainability, Nagoya University, Nagoya, Japan.<br /><searchLink fieldCode="AU" term="%22Lin+HT%22">Lin HT</searchLink>; Department of Bio-Industrial Mechatronics Engineering, National Chung Hsing University, Taichung, 402202, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%229001289%22">Biosensors & bioelectronics</searchLink> [Biosens Bioelectron] 2026 Jun 15; Vol. 302, pp. 118543. <i>Date of Electronic Publication: </i>2026 Feb 16.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Advanced+Technology%22">Elsevier Advanced Technology </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9001289 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-4235 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209565663%22">09565663 </searchLink><i>NLM ISO Abbreviation: </i>Biosens Bioelectron <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.bios.2026.118543
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        Text: English
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              Text: 2026 Jun 15
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