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• 2022

  Gonioreflectometer for measuring 3D spectral BRDF of horizontally aligned samples with traceability to SI

  Lanevski, D., Manoocheri, F. & Ikonen, E., 1 Apr 2022, In: Metrologia. 59, 2, 025006.

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

  Open Access

• Governing Ethical AI Transformation: A Case Study of AuroraAI

  Leikas, J., Johri, A., Latvanen, M., Wessberg, N. & Hahto, A., 10 Feb 2022, In: Frontiers in Artificial Intelligence. 5, p. 836557 836557.

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

  Open Access

• Grains – a major source of sustainable protein for health

  Poutanen, K. S., Kårlund, A. O., Gómez-Gallego, C., Johansson, D. P., Scheers, N. M., Marklinder, I. M., Eriksen, A. K., Silventoinen, P. C., Nordlund, E., Sözer, N., Hanhineva, K. J., Kolehmainen, M. & Landberg, R., 9 May 2022, In: Nutrition Reviews. 80, 6, p. 1648-1663 16 p., nuab084.

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

  Open Access
  4 Citations (Scopus)

• Handbook for a Data-Driven Circular Economy in Finland: Data Sources, Tools, and Governance for Circular Design

  Kauppila, T. (ed.), Berg, A., Dahlbo, H., Eilu, P., Heikkilä, P., Hentunen, A., Hilska-Keinänen, K., Horn, S., Ilvesniemi, H., Jenu, S., Karhu, M., Karppinen, T. K. M., Kauppi, S., Kivikytö-Reponen, P., Lavikko, S., Lehtonen, E., Luostarinen, S., Majaniemi, S., Malmi, P., Naumanen, M. & 14 others, Ovaska, J-P., Pesonen, L., Pesu, J., Pitkänen, H., Pokki, J., Räisänen, M., Salminen, J., Sapon, S., Siivola, E., Sorvari, J., Tanner, H., Tuovila, H., Uusitalo, T. & Valtanen, K., 2022, VTT Technical Research Centre of Finland. 262 p. (VTT Technology; No. 401).

  Research output: Book/Report › Report

  Open Access

• Handbook to improve societal disaster resilience: BuildERS project findings

  Keränen, J. (ed.), Airola, M., Molarius, R., Latvakoski, J., Lusikka, T., Morsut, C., Kuran, C. H. A., Orru, K., Hansson, S., Torpan, S., Nero, K., Tominga, A., Gabel, F., Schobert, M., Savadori, L., Mittone, L., Olson, A., Nævestad, T-O., Rhinard, M., Hinton, J. & 13 others, Klaos, M., Mela, M., Jukarainen, P., Myllylä, M., Kattelus, C., Argillander, J., Ames, S-T., Valsta, E., Kajganovic, J., Arra, V., Englund, M., Piseddu, T. & Berawi, M. A., 2022, VTT Technical Research Centre of Finland. 74 p. (VTT Technology; No. 406).

  Research output: Book/Report › Report

  Open Access

• Hemorheological alterations of red blood cells induced by 450-nm and 520-nm laser radiation

  Zhu, R., Avsievich, T., Su, X., Bykov, A., Popov, A. & Meglinski, I., May 2022, In: Journal of Photochemistry and Photobiology B: Biology. 230, 112438.

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

  Open Access

• High-fidelity patterning of AlN and ScAlN thin films with wet chemical etching

  Airola, K., Mertin, S., Likonen, J., Hartikainen, E., Mizohata, K., Dekker, J. R., Thanniyil Sebastian, A. & Pensala, T., May 2022, In: Materialia. 22, 10 p., 101403.

  Research output: Contribution to journal › 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

• How do large corporations manage disruption? The perspective of manufacturing executives in Finland

  Wallin, A., Pihlajamaa, M. & Malmelin, N., 1 Apr 2022, In: European Journal of Innovation Management. 25, 6, p. 19-43 25 p.

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

  Open Access

  File
  85 Downloads (Pure)

• How should public administrations foster the ethical development and use of artificial intelligence? A review of proposals for developing governance of AI

  Sigfrids, A., Nieminen, M., Leikas, J. & Pikkuaho, P., 19 May 2022, In: Frontiers in Human Dynamics. 4, 858108.

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

  Open Access

  File

• How to Enhance the Sharing of Cyber Incident Information via Fine-Grained Access Control

  Salonen, J., Niskanen, T. & Raitio, P., 2022, Data Mining and Machine Learning: 3rd International Conference on Data Mining and Machine Learning (DMML 2022). Wyld, D. & Nagamalai, D. (eds.). 7 ed. AIRCC Publishing Corporation, Vol. 12. 14 p. 17

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

  Open Access

• Humidity Response of Cellulose Thin Films

  Reishofer, D., Resel, R., Sattelkow, J., Fischer, W. J., Niegelhell, K., Mohan, T., Kleinschek, K. S., Amenitsch, H., Plank, H., Tammelin, T., Kontturi, E. & Spirk, S., 14 Mar 2022, In: Biomacromolecules. 23, 3, p. 1148-1157 10 p.

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

  Open Access

• Hybrid Integration of VCSEL and 3-μm Silicon Waveguide Based on a Monolithic Lens System

  Li, C., Bhat, S., Stabile, R., Song, Y., Neumeyr, C. & Raz, O., 16 Mar 2022, (E-pub ahead of print) In: IEEE Transactions on Components, Packaging and Manufacturing Technology. 1 p.

  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
  1 Citation (Scopus)

• Hydrogen embrittlement on fracture resistance of low-alloy reactor pressure vessel steel with high dynamic strain aging at 288 °C

  Que, Z., Seifert, H. P., Mazánová, V. & Spätig, P., 1 Feb 2022, In: Materials Letters. 308, 131269.

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

  Open Access

• Identifying measures with the highest potential to reduce suicides on Finnish railways

  Silla, A., 2022, In: Applied Ergonomics. 102, 103748.

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

  Open Access

• Impact of Approximations in Operating History Data on Spent Fuel Properties with Serpent 2

  Häkkinen, S., Oct 2022, In: Journal of Nuclear Engineering and Radiation Science. 8, 4, p. 041901 10 p., NERS-21-1015.

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

• 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
  1 Citation (Scopus)

  26 Downloads (Pure)

• Impact of Phytase Treatment and Calcium Addition on Gelation of a Protein-Enriched Rapeseed Fraction

  Silventoinen, P., Kortekangas, A., Nordlund, E. & Sözer, N., 14 May 2022, (E-pub ahead of print) In: Food and Bioprocess Technology.

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

  Open Access

  File
  1 Downloads (Pure)

• 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

  File
  6 Citations (Scopus)

  57 Downloads (Pure)

• Impression Creep Workshop Agreement Activity

  Brett, S. J., Sun, W., Rantala, J. H., Purdy, D., Bridges, A., Eaton-Mckay, J., Austin, C., Holden, J., Clark, A., Kuhn, B. & Omacht, D., 11 Feb 2022, In: Materials Performance and Characterization. 11, 3

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

• Improving Fast Pyrolysis Bio-Oil Yield and Quality by Alkali Removal from Feedstock

  Pienihäkkinen, E., Lindfors, C., Ohra-aho, T. & Oasmaa, A., 7 Apr 2022, In: Energy & Fuels. 36, 7, p. 3654-3664 11 p.

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

  Open Access

• Improving the Digital Security of Smart Energy Systems with Smart Contracts

  Koskela, P., Salonen, J. & Pärssinen, J., 2022, Data Mining and Machine Learning: 3rd International Conference on Data Mining and Machine Learning (DMML 2022). Wyld, D. & Nagamalai, D. (eds.). 7 ed. AIRCC Publishing Corporation, Vol. 12. 10 p. 11

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

  Open Access

• Industrial Service Concept Creation with Professional Service Robots

  Hakanen, T., Salo, M., Nikkanen, A. & Hintsala, V., Mar 2022, Proceedings of the QUIS17: The 17th International Research Symposium on Service Excellence in Management. Tracey, B., Heinonen, K., Trull-Dominguez, O. & Peiro-Signes, A. (eds.). Valencia, Spain: Universitat Politècnica de València, p. 391-397 7 p.

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

• 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
  3 Citations (Scopus)

• 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

• Inhibition of SARS-CoV-2 Alpha Variant and Murine Noroviruses on Copper-Silver Nanocomposite Surfaces

  Mosselhy, D. A., Kareinen, L., Kivistö, I., Virtanen, J., Loikkanen, E., Ge, Y., Maunula, L. & Sironen, T., 1 Apr 2022, In: Nanomaterials. 12, 7, 1037.

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

  Open Access

• Inhibitory effect of lignin on the hydrolysis of xylan by thermophilic and thermolabile GH11 xylanases

  Kellock, M., Rahikainen, J., Borisova, A. S., Voutilainen, S., Koivula, A., Kruus, K. & Marjamaa, K., 14 May 2022, In: Biotechnology for biofuels and bioproducts. 15, 1, p. 49

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

  Open Access

  File

• In Search of Upcoming Supply Chain Surprises: The World Export Market Shares of Belarus, Russia and Ukraine

  Ali-Yrkkö, J., Hirvonen, J. & Rouvinen, P., 29 Mar 2022, 16 p. (ETLA Muistio - Brief; No. 107).

  Research output: Book/Report › Report

  Open Access

• Integrated management of safety and security in Seveso sites - sociotechnical perspectives

  Ylönen, M., Tugnoli, A., Oliva, G., Heikkilä, J., Nissilä, M., Iaiani, M., Cozzani, V., Setola, R., Assenza, G., van der Beek, D., Steijn, W., Gotcheva, N. & Del Prete, E., 16 Mar 2022, In: Safety Science. 151, 105741.

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

  Open Access
  2 Citations (Scopus)

• 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

• Intelligent Customer-driven Solution for Orthopedic and Pediatric Surgery Care (ICory): Final Report

  Liedes, H., Koivumäki, T., Lahdenne, P., Puhto, A-P., Gréen, P., Kupsa, T. & Lind, M., 26 Jan 2022, VTT Technical Research Centre of Finland. 18 p. (VTT Research Report; No. VTT-R-00053-22 ).

  Research output: Book/Report › Report

  Open Access

  File
  24 Downloads (Pure)

• Intelligent Security for 5G Networks and Beyond: Enablers of Customized Active Defenses for Mobile Communication Applications

  Suomalainen, J., 2022, Espoo: Aalto University. 198 p.

  Research output: Thesis › Dissertation › Collection of Articles

  Open Access

• 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

  File
  29 Downloads (Pure)

• 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

• Investigation of accumulation of particles into fibrous filters using x-ray tomography and flow simulations

  Koponen, A. I., Virkajärvi, J., Heinonen, K. & Turpeinen, T., Mar 2022. 1 p.

  Research output: Contribution to conference › Conference Poster › Scientific

• Investigation of accumulation of particles into fibrous filters using x-ray tomography and flow simulations

  Koponen, A. I., Virkajärvi, J., Heinonen, K. & Turpeinen, T., 2022, Proceedings of FILTECH 2022. 18 p.

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

• Investigation of novel nano-carbide WC/CoCr coatings applied by HVAF

  Bobzin, K., Wietheger, W., Burbaum, E., Johann, L., Rempe, L. J., Matikainen, V., Kanerva, U., Karhu, M., Lagerbom, J., Kaunisto, K. & Lartigue, J-F., May 2022, ITSC 2022 Thermal Spray Conference and Exposition. USB stick ed. p. 553-558 (DVS-Berichte; No. 380).

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

• Investigation of novel weight window methods in Serpent 2 for fusion neutronics applications

  Valentine, A., Worrall, R. & Leppänen, J., 9 Mar 2022, (E-pub ahead of print) In: Fusion Engineering and Design. 178, 113090.

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

  Open Access

• Itseään isommaksi: Advisory Board strategisen johtamisen tukena

  Ilvonen, T. (ed.) & Martikainen, S. (ed.), 2022, Helsingin seudun kauppakamari. 230 p.

  Research output: Book/Report › Book (editor)

• Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with IID and Non-IID Data

  Liu, S., Yu, G., Chen, X. & Bennis, M., 2022, (E-pub ahead of print) In: IEEE Transactions on Wireless Communications.

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

• Kansainvälisesti merkittävät kehitys- ja kokeiluympäristöt: Menestystekijät ja vaikuttavuuden kriteerit

  Hyytinen, K., Virkkunen, T., Valkokari, K., Saari, P. & Grönroos, E., Mar 2022, Ministry of Economic Affairs and Employment. 39 p. (Työ- ja elinkeinoministeriön julkaisuja; No. 2022:31).

  Research output: Book/Report › Report

  Open Access

• Karkkien kääreet kärjessä

  Lahtinen, T., Harlin, A. & Sonck-Rautio, K., 10 Mar 2022, In: Uusiouutiset. 33, 2, p. 40

  Research output: Contribution to journal › Article › Professional

  Open Access

• Kestävien ja innovatiivisten hankintojen riskien jakaminen

  Valovirta, V., Pihlajamaa, M., Alhola, K., Kuusniemi-Laine, A., Lehdonvirta, H., Nissinen, A. & Raappana, P., 12 May 2022, Prime Minister's Office Finland. 122 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 2022:36).

  Research output: Book/Report › Report

  Open Access

• Knowledge sharing in project work: The dynamic interplay of knowledge domains and skills

  Li, S., Martins, J. T., Vasconcelos, A. C. & Peng, G., 1 Mar 2022, In: Journal of Knowledge Management. 28 p.

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

• Kveik Brewing Yeasts Demonstrate Wide Flexibility in Beer Fermentation Temperature Tolerance and Exhibit Enhanced Trehalose Accumulation

  Foster, B., Tyrawa, C., Ozsahin, E., Lubberts, M., Krogerus, K., Preiss, R. & Van Der Merwe, G., 16 Mar 2022, In: Frontiers in Microbiology. 13, p. 747546 19 p., 747546.

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

  Open Access

• Large-scale decontamination of disposable FFP2 and FFP3 respirators by hydrogen peroxide vapour, Finland, April to June 2020

  Laatikainen, K., Mesilaakso, M., Kulmala, I., Makela, E., Ruutu, P., Lyytikainen, O., Tella, S., Humppi, T., Salo, S., Haataja, T., Helminen, K., Karppinen, H., Kahkonen, H., Vainiola, T., Blomqvist, K., Laitinen, S., Peltonen, K., Laaksonen, M., Ristimaki, T. & Koivisto, J., 17 Mar 2022, In: Eurosurveillance. 27, 11

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

  Open Access

• Latest results of Eurofusion plasma-facing components research in the areas of power loading, material erosion and fuel retention

  Reinhart, M., Brezinsek, S., Kirschner, A., Coenen, J. W., Schwarz-Selinger, T., Schmid, K., Hakola, A., Van Der Meiden, H., Dejarnac, R., Tsitrone, E., Doerner, R., Baldwin, M. & Nishijima, D., 7 Feb 2022, In: Nuclear Fusion. 62, 4, 10 p., 042013.

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

  Open Access