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• 2022

  Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture

  Ribeiro Junior, F. M., Bianchi, R. A. C., Prati, R. C., Kolehmainen, K., Soininen, J. P. & Kamienski, C. A., Nov 2022, In: Biosystems Engineering. 223, Part B, p. 142-158 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
  9 Citations (Scopus)

• Data Sharing Spaces: The BDVA Perspective

  Curry, E., Tuikka, T., Metzger, A., Zillner, S., Bertels, N., Ducuing, C., Carbonare, D. D., Gusmeroli, S., Scerri, S., Lopez de Vallejo, I. & García Robles, A., 2022, Designing Data Spaces : The Ecosystem Approach to Competitive Advantage. Otto, B., ten Hompel, M. & Wrobel, S. (eds.). Springer, p. 365-382

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

  Open Access

• Data Spaces: Design, Deployment and Future Directions

  Curry, E. (ed.), Scerri, S. (ed.) & Tuikka, T. (ed.), 2022, Springer. 367 p.

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

  Open Access

• Data Spaces: Design, Deployment, and Future Directions

  Curry, E., Scerri, S. & Tuikka, T., 9 Sep 2022, Data Spaces: Design, Deployment and Future Directions. Springer, p. 1-17

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

  Open Access

• D-Band Backhaul and Fronthaul Solutions for 5G Radio Access Network

  Frecassetti, M. G. L., Sevillano, J. F., Del Rio, D., Saglam, M. I., Lamminen, A. & Ermolov, V., 2022, 2022 52nd European Microwave Conference, EuMC 2022. IEEE Institute of Electrical and Electronic Engineers, p. 772-775 4 p.

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

• Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design

  Piira, K., Kantorovitch, J., Kannari, L., Piippo, J. & Vu Hoang, N., 17 Jul 2022, In: Energies. 15, 15, 5408.

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

  Open Access

  File
  14 Downloads (Pure)

• Deconstructing Methanosarcina acetivorans into an acetogenic archaeon

  Schone, C., Poehlein, A., Jehmlich, N., Adlung, N., Daniel, R., von Bergen, M., Scheller, S. & Rother, M., 11 Jan 2022, In: Proceedings of the National Academy of Sciences of the United States of America. 119, 2, e2113853119.

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

  Open Access
  4 Citations (Scopus)

• Deep Learning Models in Forest Mapping Using Multitemporal SAR and Optical Satellite Data

  Ge, S., Gu, H., Su, W., Praks, J., Lonnqvist, A. & Antropov, O., 28 Sep 2022, IGARSS 2022: 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers, p. 5688-5691 (IEEE International Geoscience and Remote Sensing Symposium Proceedings, Vol. 2022-July).

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

• Defect Recognition of Roll-to-Roll Printed Conductors Using Dark Lock-In Thermography and Localized Segmentation

  Zheng, H., Zhou, L., Marks, R., Happonen, T. & Kraft, T., 15 Feb 2022, In: Applied Sciences. 12, 4, 16 p., 2005.

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

  Open Access

  File
  1 Citation (Scopus)

  20 Downloads (Pure)

• Demo: 5^th Generation Health Aquaculture and Transport Validation Trials

  Kim, H., 2022, 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022. IEEE Institute of Electrical and Electronic Engineers, 2 p.

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

• Demonstration in Relevant Environments

  Mainini, A. G., Signorini, M., Drozdziel, J., Bartoszewski, A., Lupica Spagnolo, S., Vesanen, T., Madeddu, D., Kurkinen, E. L., Tsatsakis, K., O’Leidhin, E. & Kiviniemi, M., 2022, Innovative Tools and Methods Using BIM for an Efficient Renovation in Buildings. Daniotti, B., Lupica Spagnolo, S., Pavan, A. & Bolognesi, C. M. (eds.). Springer, p. 95-119 25 p. (SpringerBriefs in Applied Sciences and Technology).

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

  Open Access

• De novo transcriptome assembly of Conium maculatum L. to identify candidate genes for coniine biosynthesis

  Peddinti, G., Hotti, H., Teeri, T. H. & Rischer, H., Dec 2022, In: Scientific Reports. 12, 1, 15 p., 17562.

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

  Open Access

• Dependence of scrape-off layer profiles and turbulence on gas fuelling in high density H-mode regimes in TCV

  Stagni, A., Vianello, N., Tsui, C. K., Colandrea, C., Gorno, S., Bernert, M., Boedo, J. A., Brida, D., Falchetto, G., Hakola, A., Harrer, G., Reimerdes, H., Theiler, C., Tsitrone, E. & Walkden, N., 16 Aug 2022, In: Nuclear Fusion. 62, 9, 14 p., 096031.

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

• 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

  File
  7 Citations (Scopus)

  50 Downloads (Pure)

• Design and Verification of a Calculable Composite Voltage Calibrator

  Havunen, J., Hällström, J., Meisner, J., Gerdinand, F. & Elg, A-P., 5 Jul 2022, Proceedings of the 27th Nordic Insulation Symposium. Nordic Insulation Symposium, 5 p. (Proceedings of the Nordic Insulation Symposium, Vol. 27).

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

  Open Access

• Design of a Human Factors Questionnaire to Evaluate Digital Solutions Developed for Industrial Work

  Aromaa, S. & Heikkilä, P., 2022, In: Ergonomics in Design. 47, p. 635-641

  Research output: Contribution to journal › Article in a proceedings journal › Scientific

  Open Access

• Design of a Lifecycle-Oriented Environmental and Economic Indicators Framework for the Mechanical Manufacturing Industry

  Barni, A., Capuzzimati, C., Fontana, A., Pirotta, M., Hänninen, S., Räikkönen, M. & Uusitalo, T., 23 Feb 2022, In: Sustainability. 14, 5, 2602.

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

  Open Access
  3 Citations (Scopus)

• Design of the detection chain for Athena X-IFU

  Geoffray, H., Jackson, B. D., Bandler, S. R., Smith, S. J., Doriese, W. B., Durkin, M., Van Der Kuur, J., Van Leeuwen, B. J., Kiviranta, M., Prêle, D., Ravera, L., Parot, Y., Van Weers, H., Den Herder, J. W., Adams, J., Chervenak, J. A., Reintsema, C. D., Ullom, J. N., Brachet, F., Ledot, A., & 2 othersPeille, P. & Barret, D., 2022, Space Telescopes and Instrumentation 2022: Ultraviolet to Gamma Ray. den Herder, J-W. A., Nikzad, S. & Nakazawa, K. (eds.). International Society for Optics and Photonics SPIE, 15 p. 121810M. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 12181).

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

• Design-Phase Probabilistic Risk Assessment for the International Fusion Materials Irradiation Facility

  Tyrväinen, T., Helminen, A. & Immonen, E., 21 Nov 2022, Nuclear Science and Technology Symposium (SYP) Proceedings. Finnish Nuclear Society, 4 p.

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

  Open Access

• Detection and identification techniques

  Sormunen, T., Kauppi, S. & Andersson, M., 27 May 2022, PLASTin Final Report 2022: All In for Plastics Recycling. p. 56-57

  Research output: Chapter in Book/Report/Conference proceeding › Other book part › Professional

  Open Access

• Detection and recognition of persons in snowy foliage using active hyperspectral sensing for border control

  Kääriäinen, T., Mekhrengin, M. & Dönsberg, T., 2022, Infrared Technology and Applications XLVIII. Andresen, B. F., Fulop, G. F. & Zheng, L. (eds.). International Society for Optics and Photonics SPIE, 1210724. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 12107).

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

• Determination of ionic diffusion coefficients in ion‐exchange membranes: strong electrolytes and sulfates with dissociation equilibria

  Kuldeep, Manzanares, J. A., Kauranen, P., Mousavi, S. & Murtomäki, L. S., 14 Jun 2022, In: ChemElectroChem. 9, 11, e202200403.

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

  Open Access

• Determination of the responsivity of a predictable quantum efficient detector over a wide spectral range based on a 3D model of charge carrier recombination losses

  Tran, T., Porrovecchio, G., Smid, M., Ikonen, E., Dönsberg, T. & Gran, J., 15 Jul 2022, In: Metrologia. 59, 4, 045012.

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

  Open Access
  2 Citations (Scopus)

• Deuterium and beryllium depth profiles into the W-coated JET divertor tiles after ITER-like wall campaigns

  Ruset, C., Grigore, E., Mayer, M., Baiasu, F., Porosnicu, C., Krat, S., Widdowson, A., Likonen, J., Analytis, M., Meihsner, R. & JET Contributors, Mar 2022, In: Nuclear Materials and Energy. 30, 13 p., 101151.

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

  Open Access

• Developing deep learning algorithms for inferring upstream separatrix density at JET

  Kit, A., Järvinen, A., Wiesen, S., Poels, Y., Frassinetti, L. & JET Contributors, Mar 2023, In: Nuclear Materials and Energy. 34, 101347.

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

  Open Access

• Developing Indicators to Improve Safety and Security of Citizens in Case of Disruption of Critical Infrastructures Due to Natural Hazards–Case of a Snowstorm in Finland

  Molarius, R., Keränen, J., Kekki, T. & Jukarainen, P., 12 Aug 2022, In: Safety. 8, 3, 20 p., 60.

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

  Open Access

• Developing the Factory of the Future Cybersecurity and Resilience

  Kotelba, A. & Salonen, J., 2022, 2022 International Conference on Networks, Communications and Information Technology (CNCIT). Beijing, China: IEEE Institute of Electrical and Electronic Engineers, p. 62-67 6 p.

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

• Developing the nitrogen handprint approach to quantify the positive impacts of industrial symbiosis on nitrogen cycles

  Lakanen, L., Kasurinen, H., Grönman, K., Behm, K., Vatanen, S., Pajula, T. & Soukka, R., Sep 2022, In: Cleaner Environmental Systems. 6, 100090.

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

  Open Access

• Development of 3H, 14C, 41Ca, 55Fe, 63Ni radiochemical analysis methods in activated concrete samples

  Leskinen, A. & Salminen-Paatero, S., Jan 2022, In: Journal of Radioanalytical and Nuclear Chemistry. 331, 1, p. 31-41 11 p.

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

  Open Access

  File
  1 Citation (Scopus)

  40 Downloads (Pure)

• Development of a Bubbling Circulating Fluidized-Bed Reactor for Biomass and Waste Gasification

  Kurkela, E., Kurkela, M. & Tuomi, S., 2022, In: Chemical Engineering Transactions. 92, p. 385-390 6 p.

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

  Open Access

• Development of a Concept of Operations for a Counter-Swarm Scenario

  Laarni, J., Väätänen, A., Karvonen, H., Lastusilta, T. & Saffre, F., 2022, Engineering Psychology and Cognitive Ergonomics - 19th International Conference, EPCE 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Harris, D. & Li, W-C. (eds.). Springer, p. 49-63 (Lecture Notes in Computer Science, Vol. 13307).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  1 Citation (Scopus)

• Development of an Organisational Certification Process for Specific Category Drone Operations

  Öz, E., Heikkilä, E. & Tiusanen, R., 27 Sep 2022, In: Drones. 6, 10, 278.

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

  Open Access

  File
  18 Downloads (Pure)

• Development of a Robust Procedure for the Evaluation of Striation Spacings in Low Cycle Fatigue Specimens Tested in a Simulated PWR Environment

  Howe, B., Mann, J., Que, Z., Huotilainen, C., Scenini, F. & Burke, G. M., 4 Nov 2022, ASME 2022 Pressure Vessels and Piping Conference. American Society of Mechanical Engineers (ASME), Vol. 4A. 10 p. PVP2022-84027

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
  2 Citations (Scopus)

• Development of gradient index microlenses for the broadband infrared range

  Kasztelanic, R., Filipkowski, A., Pysz, D., Nguyen, H. T., Stepien, R., Liang, S., Troles, J., Karioja, P. & Buczynski, R., 17 Jan 2022, In: Optics Express. 30, 2, p. 2338-2352 15 p.

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

  Open Access
  1 Citation (Scopus)

• Development of medical applications based on AI models and register data – regulatory considerations

  Lähteenmäki, J., Pajula, J. & Antikainen, E., 24 Aug 2022, Proceedings of the 18th Scandinavian Conference on Health Informatics (SHI 2022). Henriksen, A., Gabarron, E. & Vimarlund, V. (eds.). Linköping University Electronic Press, p. 141-146 6 p. (Linköping Electronic Conference Proceedings; No. 187).

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

  Open Access

• Development of optical phased arrays in a micron-scale silicon photonics platform

  Muntaha, S. T., Hokkanen, A., Harjanne, M., Cherchi, M., Suopajärvi, P., Karvinen, P., Pekkarinen, M., Roussey, M. & Aalto, T., 5 Mar 2022, Integrated Optics: Devices, Materials, and Technologies XXVI. Garcia-Blanco, S. M. & Cheben, P. (eds.). International Society for Optics and Photonics SPIE, 7 p. 120040W. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 12004).

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

• Development of the optical remote handling connector for ITER Divertor Operational Instrumentation

  Lyytinen, J., Tikka, P., Koskinen, J., Karppinen, M., Ollila, J., Nikolaeva, D. & Bender, S., 19 Sep 2022, p. P-1.76.

  Research output: Contribution to conference › Conference Poster › Scientific

• Device for controlling visibility

  Mäkelä, T., Ruotsalainen, T. & Sneck, A., 27 Apr 2022, IPC No. G02B 6/ 00 A I, Patent No. FI129781, Priority date 26 Oct 2020, Priority No. FI20200006054

  Research output: Patent › Patent

• Device life cycle management requirements for identity and access management in the factory of future environment

  Partanen, J., Kylänpää, M., Loukusa, S., Korkiakoski, M. & Salonen, J., 2022, In: Procedia Computer Science. 204, p. 235-244 10 p.

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

  Open Access

• Diagnosis and Rationale for Action against Cow's Milk Allergy (DRACMA) Guidelines update - III - Cow's milk allergens and mechanisms triggering immune activation

  Jensen, S. A., Fiocchi, A., Baars, T., Jordakieva, G., Nowak-Wegrzyn, A., Pali-Schöll, I., Passanisi, S., Pranger, C. L., Roth-Walter, F., Takkinen, K., Assa'ad, A. H., Venter, C. & Jensen-Jarolim, E., Sep 2022, In: World Allergy Organization Journal. 15, 9, 19 p., 100668.

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

  Open Access
  1 Citation (Scopus)

• Dietary fatty acid intake in childhood and the risk of islet autoimmunity and type 1 diabetes: The DIPP birth cohort study

  Hakola, L., Vuorinen, A. L., Takkinen, H. M., Niinistö, S., Ahonen, S., Rautanen, J., Peltonen, E. J., Nevalainen, J., Ilonen, J., Toppari, J., Veijola, R., Knip, M. & Virtanen, S. M., 25 Oct 2022, (E-pub ahead of print) In: European Journal of Nutrition. 10 p.

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

  Open Access

• Differential scanning calorimetry/small-angle X-ray scattering analysis of ultraviolet sensible polypropylene filaments

  Vikova, M., Sakurai, S., Ujhelyiová, A., Periyasamy, A. P., Yasunaga, H. & Pechočiaková, M., Sep 2022, In: Textile Reseach Journal. 92, 17-18, p. 3142-3153 12 p.

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

• Differentiating Malignant from Benign Pigmented or Non-Pigmented Skin Tumours—A Pilot Study on 3D Hyperspectral Imaging of Complex Skin Surfaces and Convolutional Neural Networks

  Lindholm, V., Raita-Hakola, A. M., Annala, L., Salmivuori, M., Jeskanen, L., Saari, H., Koskenmies, S., Pitkänen, S., Pölönen, I., Isoherranen, K. & Ranki, A., 30 Mar 2022, In: Journal of Clinical Medicine. 11, 7, 1914.

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

  Open Access
  4 Citations (Scopus)

• DigiBuzz-VTT – Towards digital twin’s concrete commercial exploitation

  Kortelainen, J., Lämsä, V. S., Nieminen, V., Rantala, T. & Virtanen, J., 31 Jan 2022, VTT Technical Research Centre of Finland. 21 p. (VTT Tutkimusraportti; No. VTT-R-00118-22).

  Research output: Book/Report › Report

  Open Access

  File
  74 Downloads (Pure)

• Digiosallisuuden edistäminen

  Kuusisto, O., Kääriäinen, J., Karhinen, J., Pihlajamaa, O. & Pajula, L., 31 Jan 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). p. 95-108 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 10, Vol. 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuuden mittaristo

  Merisalo, M., Kuusisto, O., Kääriäinen, J. & Pajula, L., 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). Prime Minister's Office Finland, p. 23-60 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:10).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuuden tilannekuva

  Kääriäinen, J., Kuusisto, O., Pajula, L. & Karhinen, J., 31 Jan 2022, Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti. Kuusisto, O., Merisalo, M. & Kääriäinen, J. (eds.). p. 61-94 (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 10, Vol. 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter or book article › Professional

  Open Access

• Digiosallisuus Suomessa: Digiosallisuus Suomessa -hankkeen loppuraportti

  Translated title of the contribution: Digital Inclusiveness in Finland: The final report on the Digital Inclusiveness in Finland projectKuusisto, O., Merisalo, M., Kääriäinen, J., Hänninen, R., Karhinen, J., Korpela, V., Pajula, L., Pihlajamaa, O., Taipale, S. & Wilska, T-A., 31 Jan 2022, Prime Minister's Office Finland. 162 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:10).

  Research output: Book/Report › Report

  Open Access

• Digitalisaatio ja luonnonvarat: kohti kestävämpää kulutusta

  Translated title of the contribution: Digitalisation and raw materials: towards more sustainable consumptionEerola, T., Eilu, P., Hanski, J., Horn, S., Judl, J., Karhu, M., Kivikytö-Reponen, P., Lintinen, P., Långbacka, B., Toivonen, L. & Pajunen, N., 1 Jun 2022, In: Materia. 3, p. 21-26 6 p.

  Research output: Contribution to journal › Article › Professional

  Open Access

• Digitally Supported Lifestyle Intervention to Prevent Type 2 Diabetes Through Healthy Habits: Secondary Analysis of Long-Term User Engagement Trajectories in a Randomized Controlled Trial

  Lavikainen, P., Mattila, E., Absetz, P., Harjumaa, M., Lindström, J., Järvelä-Reijonen, E., Aittola, K., Männikkö, R., Tilles-Tirkkonen, T., Lintu, N., Lakka, T., van Gils, M., Pihlajamäki, J. & Martikainen, J., 24 Feb 2022, In: Journal of Medical Internet Research. 24, 2, p. e31530 e31530.

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

  Open Access
  2 Citations (Scopus)