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• 2022

  A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features

  Li, J., Wu, Z., Hu, Z., Jian, C., Luo, S., Mou, L., Zhu, X. X. & Molinier, M., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, p. 1-19

  Research output: Contribution to journal › Article › Scientific › peer-review

• A New Propulsion Concept for High Propulsive Hydrodynamic Efficiency

  Sanchez Caja, A., Martio, J. & Viitanen, V., 1 Jan 2022, In: Ocean Engineering. 243, 13 p., 110298.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  14 Downloads (Pure)

• Approach for simulating vehicle-based supply of sellable data products in smart cities – Parking space data as a use case

  Palviainen, M. & Kotovirta, V., Dec 2022, In: Journal of Urban Mobility. 2, 100011.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  2 Downloads (Pure)

• A Systematic Approach Towards Mapping Stakeholders in Different Phases of PED Development—Extending the PED Toolbox

  Cheng, C., Albert-Seifried, V., Aelenei, L., Vandevyvere, H., Seco, O., Nuria Sánchez, M. & Hukkalainen, M., 2022, Sustainability in Energy and Buildings, 2021. Littlewood, J. R., Howlett, R. J. & Jain, L. C. (eds.). Springer, p. 447-463 17 p. (Smart Innovation, Systems and Technologies, Vol. 263).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Biaxially oriented silica-polypropylene nanocomposites for HVDC film capacitors: Morphology-dielectric property relationships, and critical evaluation of the current progress and limitations

  Rytöluoto, I., Niittymaki, M., Seri, P., Naderiallaf, H., Lahti, K., Saarimäki, E., Flyktman, T. & Paajanen, M., 5 Jan 2022, (Accepted/In press) In: Journal of Materials Chemistry A: Materials for Energy and Sustainability. 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Carboxymethyl Cellulose (CMC) Optical Fibers for Environment Sensing and Short-range Optical Signal Transmission

  Jaiswal, A. K., Hokkanen, A., Kapulainen, M., Khakalo, A., Nonappa, N., Ikkala, O. & Orelma, H., 8 Jan 2022, (E-pub ahead of print) In: ACS Applied Materials & Interfaces.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Characterization of predictable quantum efficient detector at 488 nm and 785 nm wavelengths with an order of magnitude change of incident optical power

  Korpusenko, M., Manoocheri, F., Kilpi, O. P., Varpula, A., Kainlauri, M., Vehmas, T., Prunnila, M. & Ikonen, E., Jan 2022, In: Measurement Science and Technology. 33, 1, 015206.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Communication Needs Among Business Building Stakeholders

  Liinasuo, M. & Aromaa, S., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer, p. 322-330 9 p. (Lecture Notes in Networks and Systems, Vol. 319).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Comparative characterization of nine novel GH51, GH54 and GH62 α-L-arabinofuranosidases from Penicillium subrubescens

  Coconi Linares, N., Li, X., Dilokpimol, A. & de Vries, R. P., 11 Jan 2022, (E-pub ahead of print) In: FEBS Letters.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Crystal plasticity modeling of transformation plasticity and adiabatic heating effects of metastable austenitic stainless steels

  Lindroos, M., Isakov, M. & Laukkanen, A., 1 Feb 2022, In: International Journal of Solids and Structures. 236-237, p. 236-237 111322.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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• Design, Development, and Evaluation of 5G-Enabled Vehicular Services: The 5G-HEART Perspective

  Kakkavas, G., Diamanti, M., Stamou, A., Karyotis, V., Bouali, F., Pinola, J., Apilo, O., Papavassiliou, S. & Moessner, K., 1 Jan 2022, In: Sensors. 22, 2, 23 p., 426.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  1 Downloads (Pure)

• Dislocation density in cellular rapid solidification using phase field modeling and crystal plasticity

  Lindroos, M., Pinomaa, T., Ammar, K., Laukkanen, A., Provatas, N. & Forest, S., 2022, In: International Journal of Plasticity. 148, 103139.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  5 Downloads (Pure)

• Dynamic Edge and Cloud Service Integration for Industrial IoT and Production Monitoring Applications of Industrial Cyber-Physical Systems

  Hastbacka, D., Halme, J., Barna, L., Hoikka, H., Pettinen, H., Larrañaga, M., Bjorkbom, M., Mesia, H., Jaatinen, A. & Elo, M., 1 Jan 2022, In: IEEE Transactions on Industrial Informatics. 18, 1, p. 498-508 11 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Effect of machining on near surface microstructure and the observation of martensite at the fatigue crack tip in PWR environment of 304L stainless steel

  Que, Z., Huotilainen, C., Seppänen, T., Lydman, J. & Ehrnstén, U., Jan 2022, In: Journal of Nuclear Materials. 558, 153399.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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• Effect of microstructure heterogeneity on the mechanical properties of friction stir welded reduced activation ferritic/martensitic steel

  Li, S., Vajragupta, N., Biswas, A., Tang, W., Wang, H., Kostka, A., Yang, X. & Hartmaier, A., 15 Jan 2022, In: Scripta Materialia. 207, 6 p., 114306.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Effects of Kraft lignin and corn cob agro-residue on the properties of injected-moulded biocomposites

  de Baynast, H., Tribot, A., Niez, B., Audonnet, F., Badel, E., Cesar, G., Dussap, C. G., Gastaldi, E., Massacrier, L., Michaud, P. & Delattre, C., Mar 2022, In: Industrial Crops and Products. 177, 114421.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Functionality and economic feasibility of enzymatically hydrolysed waste bread as a sugar replacer in wheat bread making

  Rosa‐sibakov, N., Sorsamäki, L., Immonen, M., Nihtilä, H., Maina, N. H., Siika‐aho, M., Katina, K. & Nordlund, E., 8 Jan 2022, (E-pub ahead of print) In: Journal of Food Processing and Preservation. e16378.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Fungal xylanolytic enzymes: diversity and applications

  Li, X., Dilokpimol, A., Kabel, M. A. & de Vries, R. P., Jan 2022, In: Bioresource Technology. 344, Pt B, p. 126290 126290.

  Research output: Contribution to journal › Review Article › Scientific › peer-review

  Open Access

• Highly stable Li⁺ selective electrode with metal-organic framework as ion-to-electron transducer

  Abdollahzadeh, M., Bayatsarmadi, B., Vepsäläinen, M., Razmjou, A. & Asadnia, M., 1 Jan 2022, In: Sensors and Actuators B: Chemical. 350, 9 p., 130799.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Hybrid ontology for safety, security, and dependability risk assessments and Security Threat Analysis (STA) method for industrial control systems

  Alanen, J., Linnosmaa, J., Malm, T., Papakonstantinou, N., Ahonen, T., Heikkilä, E. & Tiusanen, R., Apr 2022, In: Reliability Engineering and System Safety. 220, 20 p., 108270.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Impact of Enzymatic Hydrolysis and Microfluidization on the Techno-Functionality of Oat Bran in Suspension and Acid Milk Gel Models

  Rosa-sibakov, N., De Oliveira Carvalho, M. J., Lille, M. & Nordlund, E., 15 Jan 2022, In: Foods. 11, 2, 228.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Impact of power-to-gas on the cost and design of the future low-carbon urban energy system

  Ikäheimo, J., Weiss, R., Kiviluoma, J., Pursiheimo, E. & Lindroos, T. J., 1 Jan 2022, In: Applied Energy. 305, 20 p., 117713.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  14 Downloads (Pure)

• Industry 4.0 in Finland: Towards Twin Transition

  Khan, I., Kauppila, O., Majava, J., Jurmu, M., Blech, J. O., Annanperä, E., Jurvansuu, M. & Pirttikangas, S., 2022, Industry 4.0 in SMEs Across the Globe: Drivers, Barriers, and Opportunities. Müller, J. M. & Kazantsev, N. (eds.). CRC Press, 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems

  Chen, X., Wu, C., Chen, T., Liu, Z., Zhang, H., Bennis, M., Liu, H. & Ji, Y., 1 Jan 2022, In: IEEE Journal on Selected Areas in Communications. 40, 1, p. 243-258 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Infrared spectroscopy of radioactive hydrogen chloride H³⁶Cl

  Larnimaa, S., Vainio, M. & Ulvila, V., Jan 2022, In: Journal of Quantitative Spectroscopy and Radiative Transfer. 277, 107984.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Integration of the PEB Concept in Local and Regional Planning Instruments

  Hukkalainen, M. & Ala-Juusela, M., 2022, Positive Energy Buildings. Springer, p. 71-96 26 p. (Green Energy and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Introducing VTT-ConIot: A Realistic Dataset for Activity Recognition of Construction Workers Using IMU Devices

  Mäkelä, S-M., Lämsä, A., Keränen, J. S., Liikka, J., Ronkainen, J., Peltola, J., Häikiö, J., Järvinen, S. & López, M. B., 1 Jan 2022, In: Sustainability. 14, 1, 220.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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• Introduction

  Rehman, H. U., Siikavirta, H., Ala-Juusela, M. & Jäger, A., 2022, Positive Energy Buildings: Concepts, Challenges and Opportunities. Springer, p. 1-17 17 p. (Green Energy and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Inverse Optimization for Warehouse Management

  Rummukainen, H., 1 Jan 2022, (E-pub ahead of print) Optimization, Learning Algorithms and Applications: 1st International Conference, OL2A, 2021, Revised Selected Papers. Pereira, A. I., Fernandes, F. P., Coelho, J. P., Teixeira, J. P., Pacheco, M. F., Alves, P. & Lopes, R. P. (eds.). Springer, p. 56-71 16 p. (Communications in Computer and Information Science, Vol. 1488 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Life cycle assessment of plant cell cultures

  Kobayashi, Y., Kärkkäinen, E., Häkkinen, S. T., Nohynek, L., Ritala, A., Rischer, H. & Tuomisto, H. L., 20 Feb 2022, In: Science of the Total Environment. 808, 151990.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Long-Term History Data and Integrated Expert Knowledge in Asset Lifecycle Management

  Ahonen, T., Rantala, A., Kortelainen, H. & Valkokari, P., 2022, Innovations in Industrial Engineering. Machado, J., Soares, F., Trojanowska, J. & Ivanov, V. (eds.). Springer, p. 1-11 11 p. (Lecture Notes in Mechanical Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Molecular super-gluing: a straightforward tool for antibody labelling and its application to mycotoxin biosensing

  Pradanas-González, F., Glahn-Martínez, B., Benito-Peña, E., Arola, H. O., Nevanen, T. K. & Moreno-Bondi, M. C., 3 Jan 2022, In: Analytical and Bioanalytical Chemistry. 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Opportunities and Challenges for Wider Roll-Out of PEBs

  Ala-Juusela, M., Rehman, H. U., Siikavirta, H., Jaeger, A., Rodríguez, J. V. & Lavikka, R., 2022, Positive Energy Buildings. Springer, p. 45-69 25 p. (Green Energy and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Optical properties of an organic-inorganic hybrid film made of regenerated cellulose doped with light-scattering TiO2 particles

  Vuoriluoto, M., Hokkanen, A., Mäkelä, T., Harlin, A. & Orelma, H., Jan 2022, In: Optical Materials. 123, 111882.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  1 Downloads (Pure)

• Parametric CFD study for finding the optimal tube arrangement of a fin-and-tube heat exchanger with plain fins in a marine environment

  Välikangas, T., Folkersma, M., Dal Maso, M., Keskitalo, T., Peltonen, P. & Vuorinen, V., 5 Jan 2022, In: Applied Thermal Engineering. 200, 117642.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Plant cell cultures of Nordic berry species: Phenolic and carotenoid profiling and biological assessments

  Rischer, H., Nohynek, L., Puupponen-Pimiä, R., Aguiar, J., Rocchetti, G., Lucini, L., Câmara, J. S., Mendanha Cruz, T., Boscacci Marques, M. & Granato, D., 1 Jan 2022, In: Food Chemistry. 366, 11 p., 130571.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access
  1 Citation (Scopus)

• Positive Energy Buildings: Concepts, Challenges and Opportunities

  Lavikka, R. (ed.), Rehman, H. (ed.), Reda, F. (ed.) & Kazi, A. S. (ed.), 2022, Springer. 144 p. (Green Energy and Technology).

  Research output: Book/Report › Book (editor) › peer-review

• Preface: Positive Energy in Buildings

  Lavikka, R., Rehman, H. U., Reda, F. & Kazi, A. S., 2022, Positive Energy in Buildings. Springer, p. v-vii (Green Energy and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Qualitative Assessment Methodology for Positive Energy District Planning Guidelines

  Neumann, H. M., Garayo, S. D., Gaitani, N., Vettorato, D., Aelenei, L., Borsboom, J., Etminan, G., Kozlowska, A., Reda, F., Rose, J. & Tuominen, P., 2022, Sustainability in Energy and Buildings, 2021. Littlewood, J. R., Howlett, R. J. & Jain, L. C. (eds.). Springer Science+Business Media, p. 507-517 11 p. (Smart Innovation, Systems and Technologies, Vol. 263).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Quantitative prediction of moisture content distribution in acetylated wood using near-infrared hyperspectral imaging

  Awais, M., Altgen, M., Mäkelä, M., Belt, T. & Rautkari, L., 3 Jan 2022, In: Journal of Materials Science. 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Real-world particle emissions and secondary aerosol formation from a diesel oxidation catalyst and scrubber equipped ship operating with two fuels in a SECA area

  Karjalainen, P., Teinilä, K., Kuittinen, N., Aakko-Saksa, P., Bloss, M., Vesala, H., Pettinen, R., Saarikoski, S., Jalkanen, J. P. & Timonen, H., 1 Jan 2022, In: Environmental Pollution. 292, Part A, 118278.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Research-Based Definition of a PEB

  Rehman, H. U. & Ala-Juusela, M., 2022, Positive Energy Buildings. Springer Science+Business Media, p. 19-44 26 p. (Green Energy and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Ridge Load on the Monopile: A Comparison Between FEM-CEL–Simulations and ISO 19906

  Heinonen, J., 1 Jan 2022, IUTAM Bookseries. Tuhkuri, J. & Polojärvi, A. (eds.). Springer, p. 227-239 13 p. (IUTAM Bookseries, Vol. 39).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Scikit-rf: An Open Source Python Package for Microwave Network Creation, Analysis, and Calibration [Speaker's Corner]

  Arsenovic, A., Hillairet, J., Anderson, J., Forsten, H., Ries, V., Eller, M., Sauber, N., Weikle, R., Barnhart, W. & Forstmayr, F., 1 Jan 2022, In: IEEE Microwave Magazine. 23, 1, p. 98-105

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

• Self-Swarming for Multi-Robot Systems Deployed for Situational Awareness

  Saffre, F., Hildmann, H., Karvonen, H. & Lind, T., 2022, New Developments and Environmental Applications of Drones: Proceedings of FinDrones 2020. Lipping, T., Linna, P. & Narra, N. (eds.). Springer, p. 51-72 (Springer Remote Sensing/Photogrammetry).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

  File
  107 Downloads (Pure)

• State of the Art on Sustainability Assessment of Positive Energy Districts: Methodologies, Indicators and Future Perspectives

  Guarino, F., Bisello, A., Frieden, D., Bastos, J., Brunetti, A., Cellura, M., Ferraro, M., Fichera, A., Giancola, E., Haase, M., Kantorovitch, J., Neumann, C., Mankaa, R., Segura, I. L., Traverso, M., Tumminia, G., Volpe, R. & Zhang, X., 2022, Sustainability in Energy and Buildings, 2021. Littlewood, J. R., Howlett, R. J. & Jain, L. C. (eds.). Springer, p. 479-492 14 p. (Smart Innovation, Systems and Technologies; No. 263).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

• Strain gradient elasto-plasticity model: 3D isogeometric implementation and applications to cellular structures

  Khakalo, S. & Laukkanen, A., 1 Jan 2022, In: Computer Methods in Applied Mechanics and Engineering. 388, p. 1-35 35 p., 114225.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  6 Downloads (Pure)

• Strength of Ice in Brittle Regime—Multiscale Modelling Approach

  Kolari, K. & Reijo, K., 2022, IUTAM Bookseries. Polojärvi, A. & Tuhkuri, J. (eds.). Springer, p. 9-30 22 p. (IUTAM Bookseries, Vol. 39).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Scientific › peer-review

• Stress corrosion cracking initiation susceptibility of Alloy 182 with different surface treatments

  Que, Z., Saario, T., Toivonen, A. & Ehrnstén, U., Mar 2022, In: Corrosion Science. 196, 110037.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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• Suitability of Different Methods for Measuring Black Carbon Emissions from Marine Engines

  Aakko-Saksa, P., Kuittinen, N., Murtonen, T., Koponen, P., Aurela, M., Järvinen, A., Teinilä, K., Saarikoski, S., Barreira, L. M. F., Salo, L., Karjalainen, P., Ortega, I. K., Delhaye, D., Lehtoranta, K., Vesala, H., Jalava, P., Rönkkö, T. & Timonen, H., Jan 2022, In: ATMOSPHERE. 13, 1, p. 31 31.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

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  4 Downloads (Pure)