KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Susiluoto Jouni, Lamminpää Otto, Sihvonen Tuomas, Reinikainen Satu-Pia, Haario Heikki Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences
Portable spectroscopy, digital imaging colorimetry and multivariate statistical tools in contaminant identification: A case study of mint (Mentha) and basil (Ocimum basilicum) | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Vartiainen Erik, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Varroa destructor detection on honey bees using hyperspectral imagery | 2024 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Zemcik Tomas, Bilik Simon, Sihvonen Tuomas, Honec Peter, Reinikainen Satu-Pia, Horak Karel Other Focus Area LUT School of Engineering Sciences
AB-PLS-DA: Pansharpening tailored for scanning electron microscopy and energy-dispersive X-ray spectrometry multimodal fusion | 2023 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Duma Zina-Sabrina, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Adaptive binning and spatial profile partial least squares methods in scanning electron microscopy energy-dispersive X-ray spectroscopy and satellite hyperspectral pansharpening | 2023 Publication type G4 Doctoral dissertation (monograph) Author(s) Sihvonen Tuomas Other Focus Area LUT School of Engineering Sciences
Colorimetric similarity evaluation methodology for heterogeneous rock surfaces using digital imaging | 2023 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Härmä Paavo, Reinikainen Satu-Pia Business and society - Sustainable renewal of business, industry and society LUT School of Engineering Sciences
Spectral Profile Partial Least-Squares (SP-PLS): Local multivariate pansharpening on spectral profiles | 2023 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Duma Zina-Sabrina, Haario Heikki, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Woven filter media used in wet filtration processes: investigation of pore size distribution, air and water permeability and finding correlations between them | 2023 Publication type A1 Journal article (refereed), original research Author(s) Ängeslevä Marina, Salmimies Riina, Sihvonen Tuomas, Häkkinen Antti Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences
Dissolution of Magnetite and Hematite in Mixtures of Oxalic and Nitric Acid: Mechanisms and Kinetics | 2022 Publication type A1 Journal article (refereed), original research Author(s) Vehmaanperä Paula, Sihvonen Tuomas, Salmimies Riina, Häkkinen Antti Other Focus Area Chemical Engineering LUT School of Engineering Sciences
Image based evaluation of textured 3DSEM models | 2022 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Optimizing energy dispersive X-Ray Spectroscopy (EDS) image fusion to Scanning Electron Microscopy (SEM) images | 2022 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Sihvonen Tuomas, Havukainen Jouni, Reinikainen Ville, Reinikainen Satu-Pia Water - Refining sidestreams into value Air - Turning emissions into opportunities LUT School of Engineering Sciences LUT School of Energy Systems
Study supporting restoration of rapakivi granite in St. Petersburg | 2022 Publication type A1 Journal article (refereed), original research Author(s) Luodes Nike, Sihvonen Tuomas, Panova Elena, Paakkunainen Maaret, Härmä Paavo, Reinikainen Satu-Pia Business and society - Sustainable renewal of business, industry and society LUT School of Engineering Sciences
Tool for similarity identification of rapakivi granites in heritage buildings | 2022 Publication type A1 Journal article (refereed), original research Author(s) Duma Zina-Sabrina, Surakka Aleksi, Härmä Paavo, Laxström Heidi, Sihvonen Tuomas, Reinikainen Satu-Pia Other Focus Area LUT School of Engineering Sciences
Applying ultrasound plus electrokinetics to enhance sludge dewatering | 2021 Publication type A1 Journal article (refereed), original research Author(s) Dey Arup, Nekrasevits Andrei, Semken Scott, Mikkola Aki, Sihvonen Tuomas
Shungite Rocks of Varying Genesis in Innovative Water Treatment Technologies | 2020 Publication type D1 Article in a trade journal Author(s) Kovalevski Vladimir V., Reinikainen Satu-Pia, Reinikainen Ville, Rozhkova V.S., Sihvonen Tuomas Water - Refining sidestreams into value Water Science and Technology Bioengineering Geochemistry and Petrology Waste Management and Disposal LUT School of Engineering Sciences
Effect of complex structure on selectivity properties of ion imprinted polymers | 2018 Publication type B3 Unrefereed conference proceedings Author(s) Laatikainen Katri, Laatikainen Markku, Ndayambaje Guillaume, Sihvonen Tuomas, Coulomb Bruno, Lenoble Véronique, Petrik Leslie, Branger Catherine
Xanthate degradation occurring in flotation process waters of a gold concentrator plant | 2015 Publication type A1 Journal article (refereed), original research Author(s) Kemppinen Jussi, Aaltonen Annukka, Sihvonen Tuomas, Leppinen Jaakko, Sirén Heli
A novel capillary electrophoresis method with pressure assisted field amplified sample injection in determination of thiol collectors in flotation process waters | 2014 Publication type A1 Journal article (refereed), original research Author(s) Sihvonen Tuomas, Aaltonen Annukka, Leppinen Jaakko, Hiltunen Salla, Sirén Heli