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• 2021

  Helping forest owners to manage forest carbon – the Forest Flux project

  Häme, T., Sirro, L., Dees, M., Mäkelä, A., Penttilä, J., Marin, G. & Tomé, M., 2021, In: GI_Forum. 9, 1, p. 137-142

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

  Open Access

• High-frequency silencer concepts

  Tanttari, J., Rantala, S., Hynninen, A. & Murtonen, T., 2021, Advances in Acoustics, Noise and Vibration - 2021: Proceedings of the 27th International Congress on Sound and Vibration, ICSV 2021. Carletti, E., Crocker, M., Pawelczyk, M. & Tuma, J. (eds.). Gliwice, 8 p. (Proceedings of the International Congress on Sound and Vibration, Vol. 27).

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

  Open Access

• High-temperature decomposition of amorphous and crystalline cellulose: reactive molecular simulations

  Paajanen, A., Rinta-Paavola, A. & Vaari, J., Sep 2021, In: Cellulose. 28, 14, p. 8987-9005 19 p.

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

  Open Access

  File
  6 Downloads (Pure)

• Hinterland hubs/inland terminals and automation - A literature review

  Uusitalo, T., 2021, 26 p. VTT Technical Research Centre of Finland.

  Research output: Other contribution › Miscellaneous material › Professional

  Open Access

  File
  47 Downloads (Pure)

• Historical Review on VTT Fast Pyrolysis Bio-oil Production and Upgrading

  Oasmaa, A., Lehto, J., Solantausta, Y. & Kallio, S., 2021, In: Energy and Fuels. 35, 7, p. 5683−5695

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

  Open Access

  File
  57 Downloads (Pure)

• How can society accelerate renewable energy production?

  Haukkala, T., Holttinen, H., Kiviluoma, J., Mori, A., Penttinen, S-L., Kilpeläinen, S., Talus, K. & Aalto, P., 8 Aug 2021, Electrification: Accelerating the Energy Transition. Aalto, P. (ed.). Elsevier, p. 79-103

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

• How do cities promote urban sustainability and smartness? An evaluation of the city strategies of six largest Finnish cities

  Ahvenniemi, H. & Huovila, A., Mar 2021, In: Environment, Development and Sustainability. 23, 3, p. 4174-4200 27 p.

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

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

  Wallin, A., Pihlajamaa, M. & Malmelin, N., 16 Feb 2021, (E-pub ahead of print) In: European Journal of Innovation Management.

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

  Open Access

  File
  51 Downloads (Pure)

• How Should TrustVehicles interACT?

  Tarkiainen, M., Penttinen, M., Kauvo, K., Sözen, E., Wilbrink, M. & Kaup, M., 2021, Enhanced Trustworthiness and End User Acceptance of Conditionally Automated Vehicles in the Transition Period. Watzenig, D. & Schicker, L-M. (eds.). Springer, p. 45-67 (Lecture Notes in Intelligent Transportation and Infrastructure).

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

• How the risk science can help us establish a good safety culture

  Aven, T. & Ylönen, M., 13 Jan 2021, (E-pub ahead of print) In: Journal of Risk Research. 19 p.

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

  Open Access

• How to improve taking into consideration vulnerable groups, case Finland

  Keränen, J., Airola, M., Myllylä, M. & Jukarainen, P., 16 Jun 2021.

  Research output: Contribution to conference › Conference Abstract › Scientific

• HVAC's Role in the Decarbonisation of the Existing BuildingStock-Case Finland

  Vainio, T., Nippala, E. & Kauppinen, T., 29 Mar 2021, In: E3S Web of Conferences. 246, 6 p., 13005.

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

  Open Access

• Hybrid Connectivity for Autonomous Vehicles: Conceptual View Initial Results

  Yastrebova, A., Ojanperä, T., Mäkelä, J. & Höyhtyä, M., Apr 2021, 2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings. IEEE Institute of Electrical and Electronic Engineers, p. 1-6 6 p. (IEEE Vehicular Technology Conference Proceedings).

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

• Hybridization of saccharomyces cerevisiae sourdough strains with cryotolerant saccharomyces bayanus nbrc1948 as a strategy to increase diversity of strains available for lager beer fermentation

  Catallo, M., Iattici, F., Randazzo, C. L., Caggia, C., Krogerus, K., Magalhães, F., Gibson, B. & Solieri, L., 2 Mar 2021, In: Microorganisms. 9, 3, p. 1-21 21 p., 514.

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

  Open Access

  File
  60 Downloads (Pure)

• Hybrid Thermal Modeling to Predict LED Thermal Behavior in Hybrid Electronics

  Hannila, E., Heinilehto, N., Remes, K., Lauri, J., Keranen, K. & Fabritius, T., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 9286559.

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

• Hydrodynamic cavitation investigations with homogeneous and inhomogeneous multiphase flow models in OpenFOAM context

  Viitanen, V. & Peltola, J., May 2021, 11th International Symposium on Cavitation 2021 (CAV2021): Online proceedings. Daejeon, Korea: The Society of Naval Architects of Korea, p. 618-624 7 p. P00191

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

• 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., 15 Nov 2021, (E-pub ahead of print) In: Materials Letters. 131269.

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

  Open Access

• Hyperspectral imaging and chemometrics reveal wood acetylation on different spatial scales

  Mäkelä, M., Altgen, M., Belt, T. & Rautkari, L., Mar 2021, In: Journal of Materials Science. 56, 8, p. 5053-5066 14 p.

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

  Open Access

  File
  9 Downloads (Pure)

• Hyvinvointitietojen toisiokäyttö – esiselvitys

  Niemelä, M., Lähteenmäki, J. & Pajula, J., 1 Sep 2021, VTT Technical Research Centre of Finland. 26 p. (VTT Tutkimusraportti; No. VTT-R-172176-21).

  Research output: Book/Report › Report

  Open Access

  File
  186 Downloads (Pure)

• ICT-Based Inter-organisational Knowledge Exchange: A Narrative Literature Review Approach

  Zhu, Y., Zamani, E. D., Martins, J. T. & Vasconcelos, A. C., Sep 2021, Responsible AI and Analytics for an Ethical and Inclusive Digitized Society - 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2021, Proceedings. Dennehy, D., Griva, A., Pouloudi, N., Dwivedi, Y. K., Dwivedi, Y. K., Pappas, I., Pappas, I. & Mantymaki, M. (eds.). Springer Science+Business Media, p. 411-422 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 12896 LNCS).

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

• Identification and metabolism of naturally prevailing microorganisms in zinc and copper mineral processing

  Miettinen, H., Bomberg, M., Le, T. M. K. & Kinnunen, P., 2 Feb 2021, In: Minerals. 11, 2, p. 1-31 30 p., 156.

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

  Open Access

  File
  50 Downloads (Pure)

• Identification of novel HBV/HDV entry inhibitors by pharmacophore- and QSAR-guided virtual screening

  Kirstgen, M., Müller, S. F., Lowjaga, K. A. A. T., Goldmann, N., Lehmann, F., Alakurtti, S., Yli-Kauhaluoma, J., Baringhaus, K. H., Krieg, R., Glebe, D. & Geyer, J., Aug 2021, In: Viruses. 13, 8, 1489.

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

  Open Access

• Identification of parameters in photovoltaic models through a runge kutta optimizer

  Shaban, H., Houssein, E. H., Pérez-Cisneros, M., Oliva, D., Hassan, A. Y., Ismaeel, A. A. K., Abdelminaam, D. S., Deb, S. & Said, M., 18 Sep 2021, In: Mathematics. 9, 18, 22 p., 2313.

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

  Open Access

  File
  9 Downloads (Pure)

• Identification of safety risks in system integration in automated port terminals

  Tiusanen, R. & Heikkilä, E., 14 Jun 2021.

  Research output: Contribution to conference › Conference Abstract › Scientific

• Identifying Key Drivers of Peatland Fires Across Kalimantan's Ex-Mega Rice Project Using Machine Learning

  Horton, A. J., Virkki, V., Launela, A., Miettinen, J., Alibakhshi, S. & Kummu, M., 2021, In: Earth and Space Science. 8, 12, e2021EA001873.

  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., 2021.

  Research output: Contribution to conference › Conference article › Scientific › peer-review

• IEA EBC Annex83 Positive Energy Districts

  Hedman, Å., Rehman, H., Gabaldón, A., Bisello, A., Albert-Seifried, V., Zhang, X., Guarino, F., Grynning, S., Eicker, U., Neumann, H-M., Tuominen, P. & Reda, F., 20 Mar 2021, In: Buildings. 11, 3, 17 p.

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

  Open Access

  File
  1 Citation (Scopus)

  19 Downloads (Pure)

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

  Häkkinen, S., 11 Jun 2021, (E-pub ahead of print) In: Journal of Nuclear Engineering and Radiation Science. NERS-21-1015.

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

• Impact of incubation conditions and post-treatment on the properties of bacterial cellulose membranes for pressure-driven filtration

  Lehtonen, J., Chen, X., Beaumont, M., Hassinen, J., Orelma, H., Dumée, L. F., Tardy, B. L. & Rojas, O. J., 1 Jan 2021, In: Carbohydrate Polymers. 251, 117073.

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

• Impact of operational details and temporal representations on investment planning in energy systems dominated by wind and solar

  Helistö, N., Kiviluoma, J., Morales-España, G. & O'Dwyer, C., 15 May 2021, In: Applied Energy. 290, 116712.

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

  Open Access

  File
  3 Citations (Scopus)

  138 Downloads (Pure)

• Impact of ultra-fine milling and air classification on biochemical and techno-functional characteristics of wheat and rye bran

  Silventoinen, P., Kortekangas, A., Ercili-cura, D. & Nordlund, E., 1 Jan 2021, In: Food Research International. 139, 109971.

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

  Open Access

  File

• Impact of Vehicle to Grid on Power System

  Javed, M., Deb, S., Alam, M. S., Rafat, Y. & Hameed, S., 26 Feb 2021, 5th IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE). IEEE Institute of Electrical and Electronic Engineers, 9358388

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

• Improving Filtration Efficacy of Medical Face Masks

  Kulmala, I., Heinonen, K. & Salo, S., Jun 2021, In: Aerosol and Air Quality Research. 21, 6, 200043.

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

  Open Access

• Inactivation of the germacrene A synthase genes by CRISPR/Cas9 eliminates the biosynthesis of sesquiterpene lactones in Cichorium intybus L.

  Cankar, K., Bundock, P., Sevenier, R., Häkkinen, S. T., Hakkert, J. C., Beekwilder, J., van der Meer, I. M., de Both, M. & Bosch, D., 2021, (Accepted/In press) In: Plant Biotechnology Journal. p. 1-12

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

  Open Access

• Incefa-scale (increasing safety in npps by covering gaps in environmental fatigue assessment-Focusing on gaps between laboratory data and component-scale)

  Mottershead, K., Cicero, R., McLennan, A., Courtin, S., Huotilainen, C. & Cicero, S., 2021, Codes and Standards. American Society of Mechanical Engineers (ASME), V001T01A009. (American Society of Mechanical Engineers, Pressure Vessels and Piping Division (Publication) PVP, Vol. 1).

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

• Increased Breakdown Voltage in Vertical Heterostructure III-V Nanowire MOSFETs with a Field Plate

  Kilpi, O. P., Andric, S., Svensson, J., Ram, M. S., Lind, E. & Wernersson, L. E., 1 Nov 2021, In: IEEE Electron Device Letters. 42, 11, p. 1596 - 1598 3 p.

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

• Increased detector response in optical overfilled measurements due to gas lens formation by nitrogen flow through the entrance aperture

  Askola, J., Maham, K., Krh, P. & Ikonen, E., Oct 2021, In: Metrologia. 58, 5, 055008.

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

  Open Access

• Indicators of NBS performance and impact

  Wendling, L., Dumitru, A., Dubovik, M., Laikari, A., zu Castell-Rudenhausen, M. & Fatima, Z., Mar 2021, Evaluating the impact of nature-based solutions: A handbook for practitioners. Dumitru, A. & Wendling, L. (eds.). European Commission EC, p. 115-175

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

  Open Access

• Indicators on firm level innovation activities from web scraped data

  Ashouri, S., Suominen, A., Hajikhani, A., Pukelis, L., Schubert, T., Türkeli, S., Van Beers, C. & Cunninghum, S., 11 Oct 2021, (In preparation) In: Not yet accepted into a journal.

  Research output: Contribution to journal › Article › Scientific

• Indirect Estimation of Vertical Ground Reaction Force from a Body-Mounted INS/GPS Using Machine Learning

  Sharma, D., Davidson, P., Müller, P. & Piche, R. A., 23 Feb 2021, In: Sensors. 21, 4, p. 1-19 19 p., 1553.

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

  Open Access

  File
  22 Downloads (Pure)

• Industrial Internet of Things in Nuclear: Feasibility study

  Laikari, A. & Backman, J., 17 Feb 2021, 92 p. (Energiforskrapport; No. 726, Vol. 2021).

  Research output: Book/Report › Report

  Open Access

• Industrial IoT solutions for digital twins: An overview

  Zeb, A. & Kortelainen, J., 12 Nov 2021, VTT Technical Research Centre of Finland. 14 p. (VTT Research Report; No. VTT-R-00782-21).

  Research output: Book/Report › Report

  Open Access

  File
  28 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., 2021, (Accepted/In press) Industry 4.0 in SMEs Across the Globe: Drivers, Barriers, and Opportunities. Müller, J. M. & Kazantsev, N. (eds.). Routledge

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

• Influence of biological origin on the tensile properties of cellulose nanopapers

  Kontturi, K. S., Lee, K. Y., Jones, M. P., Sampson, W. W., Bismarck, A. & Kontturi, E., Jul 2021, In: Cellulose. 28, p. 6619-6628 10 p.

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

  Open Access

• Influence of infrastructure antenna location and positioning system availability to open-road C-V2X supported Automated Driving

  Kutila, M., Zhang, X., Kauvo, K., Garrido Martinez, V., Karppinen, J. & Nykänen, L., 21 May 2021, Proceedings of IEEE 5G for Connected and Automated Mobility (CAM). IEEE Institute of Electrical and Electronic Engineers, 4 p.

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

  Open Access

  File
  24 Downloads (Pure)

• Influence of surface roughness on the sputter yield of Mo under keV D ion irradiation

  Kelemen, M., Schwarz-Selinger, T., Mutzke, A., Balden, M., Vassallo, E., Pedroni, M., Dellasega, D., Passoni, M., Romeo, F., Hakola, A., Pelicon, P., Zaplotnik, R. & Markelj, S., Nov 2021, In: Journal of Nuclear Materials. 555, 153135.

  Research output: Contribution to journal › 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., 13 Nov 2021, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications.

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

• Information security awareness in a developing country context: Insights from the government sector in Saudi Arabia

  AlMindeel, R. & Martins, J. T., 12 Mar 2021, In: Information Technology and People. 34, 2, p. 770-788 19 p.

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

  Open Access
  1 Citation (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

• Initiating and designing an emerging multi-platform ecosystem for the circular economy in the built environment: An empirical case study

  Lavikka, R., Aksenova, G. & Haavisto, A., 11 Oct 2021, Proceedings of the 38th CIB W78 conference on Information and Communication Technologies for AECO. ITC Digital library, p. 595-604 10 p. (CIB W78 conference series).

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

  Open Access