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2 article(s) from Kroutil, Jiri

A chemiresistive sensor array based on polyaniline nanocomposites and machine learning classification

Jiri Kroutil,
Alexandr Laposa,
Ali Ahmad,
Jan Voves,
Vojtech Povolny,
Ladislav Klimsa,
Marina Davydova and
Miroslav Husak

Beilstein J. Nanotechnol. 2022, 13, 411–423, doi:10.3762/bjnano.13.34

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Figure 1: SEM micrographs of deposited layers on an interdigital transducer structure: (a) PANI/ZnO, (b) PANI...

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Figure 2: The Raman spectra of the PANI.

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Figure 3: Current–voltage characteristics of active layers.

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Figure 4: Temperature dependence characteristics of active layers.

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Figure 5: Schematic diagram of the gas sensing characterizations apparatus.

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Figure 6: Gas characterization of active layers towards (a) 25 ppm of NH₃, (b) 25 ppm of NO₂, (c) 25 ppm of C...

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Figure 7: The responses of sensing layers for different concentrations of NH₃.

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Figure 8: Gas characterization of active layers to different concentrations of NH₃ at 80 °C.

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Figure 9: The summary of the gas sensor responses for all active layers.

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Figure 10: RH dependences of the sensing layers.

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Figure 11: Two-dimensional (a) LDA and (b) PCA projections of extracted features.

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Figure 12: Total classification accuracy using the five classifiers SVM, KNN, DT, RF, and GPC with K-fold cros...

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Figure 13: Sensor array fabrication.

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Figure 14: Sensor array with nanocomposite sensing layers with dimensions and bottom view with heating element...

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Figure 15: Smart sensing system block diagram.

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Full Research Paper

Published 27 Apr 2022

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Gas-sensing behaviour of ZnO/diamond nanostructures

Marina Davydova,
Alexandr Laposa,
Jiri Smarhak,
Alexander Kromka,
Neda Neykova,
Josef Nahlik,
Jiri Kroutil,
Jan Drahokoupil and
Jan Voves

Beilstein J. Nanotechnol. 2018, 9, 22–29, doi:10.3762/bjnano.9.4

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Figure 1: Schematic drawing of the sensor assembly designs: (a) continuous NCD film, (b) ZnO nanorods, and (c...

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Figure 2: SEM surface morphology and corresponding plot of sensor response as a function of the time at a fix...

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Figure 3: (a) Raman spectra and (b) X-ray diffraction patterns of sensor devices based on NCD thin film (blue...

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Figure 4: Simulated interaction between an NO₂ gas molecule and the non-polar hybrid ZnO NRs/NCD sensor with ...

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Figure 5: Transmission spectra of the hybrid ZnO/NCD structure without and with one or two NO₂ molecules at t...

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Figure 6: Transmission spectra of hybrid ZnO NRs/NCD sensor structure with and without one CO₂ molecule. Zero...

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Figure 7: Electron density distribution of (a) T-shaped NO₂ and (b) L-shaped NO₂ molecules.

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Full Research Paper

Published 03 Jan 2018

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