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• 2021

  A new analytical model for predicting the radio-thermal oxidation kinetics and the lifetime of electric cable insulation in nuclear power plants: Application to silane cross-linked polyethylene

  Hettal, S., Roland, S., Sipilä, K., Joki, H. & Colin, X., Mar 2021, In: Polymer Degradation and Stability. 185, 109492.

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

• An exploratory perspective to measure the emergence degree for a specific technology based on the philosophy of swarm intelligence

  Li, M., Porter, A. L., Suominen, A., Burmaoglu, S. & Carley, S., May 2021, In: Technological Forecasting and Social Change. 166, 17 p., 120621.

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

• An Integrated Approach to Determine the Boundaries of the Azaphilone Pigment Biosynthetic Gene Cluster of Monascus ruber M7 Grown on Potato Dextrose Agar

  Liu, Q., Zhong, S., Wang, X., Gao, S., Yang, X., Chen, F. & Molnár, I., 16 Jun 2021, In: Frontiers in Microbiology. 12, p. 680629 680629.

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

  Open Access
  1 Citation (Scopus)

• Anisotropic damage model for concrete and other quasi-brittle materials

  Vilppo, J., Kouhia, R., Hartikainen, J., Kolari, K., Fedoroff, A. & Calonius, K., 15 Aug 2021, In: International Journal of Solids and Structures. 225, 13 p., 111048.

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

  Open Access
  5 Citations (Scopus)

• Anisotropic plastic behavior of additively manufactured PH1 steel

  Liu, W., Li, Z., Bossuyt, S., Forsström, A., Que, Z., Björkstrand, R., Salmi, M., Partanen, J. & Lian, J., 1 Apr 2021, 24th International Conference on Material Forming: ESAFORM 2021. Presses Universitaires de Liège, 4236

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

  Open Access

• Annoyance, perception, and physiological effects of wind turbine infrasound

  Maijala, P. P., Kurki, I., Vainio, L., Pakarinen, S., Kuuramo, C., Lukander, K., Virkkala, J., Tiippana, K., Stickler, E. A. & Sainio, M., 1 Apr 2021, In: The Journal of the Acoustical Society of America. 149, 4, p. 2238-2248

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

  Open Access

  File
  3 Citations (Scopus)

  72 Downloads (Pure)

• A novel chicken swarm and teaching learning based algorithm for electric vehicle charging station placement problem

  Deb, S., Gao, X. Z., Tammi, K., Kalita, K. & Mahanta, P., 1 Apr 2021, In: Energy. 220, 119645.

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

• A novel communication‐free charge controller for electric vehicles using machine learning

  Shafiq, S., Khan, B., Raussi, P. & Al-Awami, A., Jun 2021, In: IET Smart Grid. 4, 3, p. 334-345 12 p.

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

  Open Access
  1 Citation (Scopus)

• A Novel Data Driven Methodology for Charging Hotspots Computation for the city of Helsinki

  Deb, S., 12 Jun 2021, 3rd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2021. IEEE Institute of Electrical and Electronic Engineers

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

• A Novel Foam Coating Approach to Produce Abrasive Structures on Textiles

  Kenttä, E., Kumar, V., Andersson, P. & Forsström, U., 26 Sep 2021, (E-pub ahead of print) In: Autex Research Journal. 8 p.

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

  Open Access

• A Novel Monte Carlo Leakage Correction for Serpent 2

  Valtavirta, V. & Leppänen, J., 2021, Mathematics & Computation (M&C) 2021. American Nuclear Society (ANS), p. 540-548 50026. (Transactions of the American Nuclear Society; No. 3141).

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

• A novel multi-level pyramid Co-Variance operators for estimation of personality traits and job screening scores

  Telli, H., Sbaa, S., Bekhouche, S. E., Dornaika, F., Taleb-Ahmed, A. & López, M. B., Jun 2021, In: Traitement du Signal. 38, 3, p. 539-546

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

  Open Access

• A novel solution for counterfeit prevention in the wine industry based on IoT, smart tags, and crowd-sourced information

  Popović, T., Krčo, S., Maraš, V., Hakola, L., Radonjić, S., van Kranenburg, R. & Šandi, S., Jun 2021, In: Internet of Things. 14, 100375.

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

• An Overview of the Security Landscape of Virtual Mobile Networks

  Ahmad, I., Pinola, J., Harjula, I., Suomalainen, J., Harjula, E., Huusko, J. & Kumar, T., 2021, In: IEEE Access. 9, p. 169014-169030 17 p.

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

  Open Access

• An SDN-Enabled Resource Orchestration for Industrial IoT in Collaborative Edge-Cloud Networks

  Okwuibe, J., Haavisto, J., Kovacevic, I., Harjula, E., Ahmad, I., Islam, J. & Ylianttila, M., 18 Aug 2021, In: IEEE Access. 9, p. 115839-115854

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

  Open Access

  File
  2 Citations (Scopus)

  39 Downloads (Pure)

• Anticipation and analysis of industry convergence using patent-level indicators

  Ashouri, S., Mention, A. L. & Smyrnios, K. X., Jul 2021, In: Scientometrics. 126, 7, p. 5727-5758 32 p.

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

• An UAV-Based Experimental Setup for Propagation Characterization in Urban Environment

  Fuschini, F., Barbiroli, M., Vitucci, E. M., Semkin, V., Oestges, C., Strano, B. & Degli-Esposti, V., Aug 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, p. 1-11 11 p., 9517122.

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

  Open Access

• A nuclear reactor module and a nuclear district heating reactor comprising and method of operating the same

  Kurki, J., Hovi, V., Valtavirta, V., Leppänen, J. & Tulkki, V., 30 Nov 2021, IPC No. G21D 1/ 00 A N, Patent No. FI129308B, Priority date 20 Nov 2020, Priority No. FI20200006180

  Research output: Patent › Patent

• A numerical performance study of a fixed-bed reactor for methanol synthesis by CO₂ hydrogenation

  Izbassarov, D., Nyári, J., Tekgül, B., Laurila, E., Kallio, T., Santasalo-Aarnio, A., Kaario, O. & Vuorinen, V., 26 Apr 2021, In: International Journal of Hydrogen Energy. 46, 29, p. 15635-15648 14 p.

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

  Open Access
  3 Citations (Scopus)

• A passive, fully-staring THz video camera based on kinetic inductance bolometer arrays

  Luomahaara, J., Sipola, H., Grönberg, L., Mäyrä, A., Aikio, M., Timofeev, A., Tappura, K., Rautiainen, A., Tamminen, A., Vesterinen, V., Leivo, M., Gao, F., Vasama, H., Luukanen, A. & Hassel, J., Jan 2021, In: IEEE Transactions on Terahertz Science and Technology. 11, 1, p. 101-108 9229175.

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

  Open Access
  2 Citations (Scopus)

• Application of a Hybrid Modeling Method for Generating Synthetic Ground Motions in Fennoscandia, Northern Europe

  Jussila, V., Fälth, B., Mäntyniemi, P., Voss, P. H., Lund, B. & Fülöp, L., 1 Oct 2021, In: Bulletin of the Seismological Society of America. 111, 5, p. 2507-2526 20 p.

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

• Application of an eco-friendly sodium acetate/urea deep eutectic solvent in the valorization of melon by-products

  Rico, X., Nuutinen, E. M., Gullón, B., Pihlajaniemi, V. & Yáñez, R., Nov 2021, In: Food and Bioproducts Processing. 130, p. 216-228 13 p.

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

• Application of the NBS impact evaluation framework: NBS performance and impact evaluation case studies

  Dubovik, M., Dumitru, A., Wendling, L., Rinta-Hiiro, V., 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. 179-239

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

  Open Access

• Applying 5G and Edge Processing in Smart Manufacturing

  Montonen, J., Koskinen, J., Mäkelä, J., Ruponen, S., Heikkilä, T. & Hentula, M., 21 Jun 2021, 2021 IFIP Networking Conference (IFIP Networking). Yan, Z., Tyson, G. & Koutsonikolas, D. (eds.). IEEE Institute of Electrical and Electronic Engineers, 2 p. 9472851. (IFIP Networking Conference, Vol. 2021).

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

  Open Access
  2 Citations (Scopus)

• Applying a science-based systems perspective to dispel misconceptions about climate effects of forest bioenergy

  Cowie, A. L., Berndes, G., Bentsen, N. S., Brandão, M., Cherubini, F., Egnell, G., George, B., Gustavsson, L., Hanewinkel, M., Harris, Z. M., Johnsson, F., Junginger, M., Kline, K. L., Koponen, K., Koppejan, J., Kraxner, F., Lamers, P., Majer, S., Marland, E., Nabuurs, G. J. & 8 others, Pelkmans, L., Sathre, R., Schaub, M., Smith, C. T., Soimakallio, S., Van Der Hilst, F., Woods, J. & Ximenes, F. A., Aug 2021, In: GCB Bioenergy. 13, 8, p. 1210-1231 22 p.

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

  Open Access
  11 Citations (Scopus)

• Approaching Sustainability Transition in Supply Chains as a Wicked Problem: Systematic Literature Review in Light of the Evolved Double Diamond Design Process Model

  Pyykkö, H., Suoheimo, M. & Walter, S., Dec 2021, In: Processes. 9, 12, 23 p., 2135.

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

  Open Access

  File
  20 Downloads (Pure)

• Architecture for Enabling Edge Inference via Model Transfer from Cloud Domain in a Kubernetes Environment

  Pääkkönen, P., Pakkala, D., Kiljander, J. & Sarala, R., Jan 2021, In: Future Internet. 13, 1, p. 1-24 24 p., 5.

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

  Open Access

  File
  3 Citations (Scopus)

  66 Downloads (Pure)

• Are multimodal travellers going to abandon sustainable travel for L3 automated vehicles?

  Lehtonen, E., Malin, F., Innamaa, S., Nordhoff, S., Louw, T., Bjorvatn, A. & Merat, N., Jun 2021, In: Transportation Research Interdisciplinary Perspectives. 10, 11 p., 100380.

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

  Open Access

  File
  2 Citations (Scopus)

  14 Downloads (Pure)

• A Review of Aeronautical Fatigue Investigations in Finland April 2019 - April 2021

  Viitanen, T. & Siljander, A., 24 Jun 2021, Espoo: VTT Technical Research Centre of Finland. 73 p. (ICAF National Review - Finland; No. VTT-CR-00448-21).

  Research output: Book/Report › Report

  Open Access

  File
  418 Downloads (Pure)

• A Roadmap to Drive Adoption of Data Ecosystems

  Zillner, S., Le Bars, L., De Lama, N., Scerri, S., García Robles, A., Tonna, M. C., Kenneally, J., Mayer, D., Hahn, T., Caj, S., Seidl, R., Carbonare, D. D. & Curry, E., 1 Jul 2021, The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem. Curry, E., Metzger, A., Zillner, S., Pazzaglia, J-C. & García Robles, A. (eds.). Springer, p. 41-62

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

  Open Access

• A Robust Two-Stage Planning Model for the Charging Station Placement Problem Considering Road Traffic Uncertainty

  Deb, S., Tammi, K., Gao, X. Z., Kalita, K., Mahanta, P. & Cross, S., 24 Feb 2021, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. p. 1-15

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

• A Routing Protocol for UAV-assisted Vehicular Delay Tolerant Networks

  Du, Z., Wu, C., Yoshinaga, T., Chen, X., Wang, X., Yau, K-L. A. & Ji, Y., 2021, In: IEEE Open Journal of the Computer Society. 2, p. 85-92

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

  Open Access

• Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals

  Klumpp, M., Hintze, M., Immonen, M., Ródenas-Rigla, F., Pilati, F., Aparicio-Martínez, F., Çelebi, D., Liebig, T., Jirstrand, M., Urbann, O., Hedman, M., Lipponen, J. A., Bicciato, S., Radan, A-P., Valdivieso, B., Thronicke, W., Gunopulos, D. & Delgado-Gonzalo, R., 29 Jul 2021, In: Healthcare. 9, 8, 961.

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

  Open Access

  File
  4 Citations (Scopus)

  45 Downloads (Pure)

• A screen-printed Ag/AgCl reference electrode with long-term stability for electroanalytical applications

  Dawkins, R. C., Wen, D., Hart, J. N. & Vepsäläinen, M., 10 Oct 2021, In: Electrochimica Acta. 393, 139043.

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

  Open Access

  File
  3 Citations (Scopus)

  147 Downloads (Pure)

• A Simple Reactor Core Simulator Based on VTT's Kraken Computational Framework

  Valtavirta, V. & Tuominen, R., 2021, Mathematics & Computation (M&C) 2021. American Nuclear Society (ANS), p. 304-313 50003. (Transactions of the American Nuclear Society; No. 3141).

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

• ASIP for 5G and Beyond: Opportunities and Vision

  Shahabuddin, S., Mammela, A., Juntti, M. & Silven, O., Mar 2021, In: IEEE Transactions on Circuits and Systems II: Express Briefs. 68, 3, p. 851-857 9319703.

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

• Aspergillus niger uses the peroxisomal CoA-dependent β-oxidative genes to degrade the hydroxycinnamic acids caffeic acid, ferulic acid, and p-coumaric acid

  Lubbers, R. J. M., Dilokpimol, A., Visser, J. & de Vries, R. P., May 2021, In: Applied Microbiology and Biotechnology. 105, 10, p. 4199-4211 13 p.

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

  Open Access
  1 Citation (Scopus)

• Assembling Native Elementary Cellulose Nanofibrils via a Reversible and Regioselective Surface Functionalization

  Beaumont, M., Tardy, B. L., Reyes, G., Koso, T. V., Schaubmayr, E., Jusner, P., King, A. W. T., Dagastine, R. R., Potthast, A., Rojas, O. J. & Rosenau, T., 20 Oct 2021, In: Journal of the American Chemical Society. 143, 41, p. 17040-17046 7 p.

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

  Open Access
  1 Citation (Scopus)

• Assessing industrial barriers of additively manufactured digital spare part implementation in the machine-building industry: a cross-organizational focus group interview study

  Chekurov, S., Salmi, M., Verboeket, V., Puttonen, T., Riipinen, T. & Vaajoki, A., 27 Apr 2021, In: Journal of Manufacturing Technology Management. 32, 4, p. 909-931 23 p.

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

• Assessing Time Transfer Methods for Accuracy and Reliability: Navigating the Time Transfer Trade-off Triangle

  Teichel, K., Lehtonen, T. & Wallin, A., 17 Jul 2021, 2021 Joint Conference of the European Frequency and Time Forum and IEEE International Frequency Control Symposium (EFTF/IFCS). IEEE Institute of Electrical and Electronic Engineers, p. 1-4 4 p. 9604300. (Joint Conference of the IEEE International Frequency Control and the European Frequency and Time Forum).

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

• Assessment of the Clusterability of Data Using a Multimodal Convolutional Neural Network

  Reunanen, N., Räty, T., Lintonen, T. & Jokinen, J., 11 Oct 2021, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. p. 1-1 1 p.

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

  Open Access

• Asset life cycle management for Smart Grids: Challenges and implications

  Kortelainen, H. & Hanski, J., 17 Mar 2021, (Accepted/In press) In: International Journal of Strategic Engineering Asset Management.

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

• Asumisen tulevaisuus: Uudistuvat palveluratkaisut ja -verkostot datatalouden mahdollistamina

  Lappalainen, I., Federley, M., Mikkola, M., Simons, M., Rainio, I. & Suomala, S., 2021, VTT Technical Research Centre of Finland. 104 p. (VTT Technology; No. 391).

  Research output: Book/Report › Report

  Open Access

• A superconductor free of quasiparticles for seconds

  Mannila, E. T., Samuelsson, P., Simbierowicz, S., Peltonen, J. T., Vesterinen, V., Grönberg, L., Hassel, J., Maisi, V. F. & Pekola, J. P., 20 Dec 2021, In: Nature Physics. 18, 2, p. 145-148 4 p.

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

• Asylum-Related Migrants’ Social-Media Use, Mobility Decisions, and Resilience

  Merisalo, M. & Jauhiainen, J. S., 2021, In: Journal of Immigrant and Refugee Studies. 19, 2, p. 184-198 15 p.

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

  Open Access
  5 Citations (Scopus)

• A techno-economic analysis of an optimal self-sufficient district

  Laitinen, A., Lindholm, O., Hasan, A., Reda, F. & Hedman, Å., 15 May 2021, In: Energy Conversion and Management. 236, 114041.

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

  Open Access

  File
  7 Citations (Scopus)

  39 Downloads (Pure)

• A Theory-and Evidence-Based Digital Intervention Tool for Weight Loss Maintenance (NoHoW Toolkit): Systematic Development and Refinement Study

  Marques, M. M., Matos, M., Lamminmäki, E., Encantado, J., Duarte, C., Teixeira, P. J., Stubbs, R. J., Sniehotta, F. F., Ermes, M., Harjumaa, M., Leppänen, J., Välkkynen, P., Silva, M. N., Ferreira, C., Carvalho, S., Palmeira, L., Horgan, G., Heitmann, B. L., Evans, E. H. & Palmeira, A. L., 3 Dec 2021, In: Journal of Medical Internet Research. 23, 12, p. e25305 e25305.

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

  Open Access
  2 Citations (Scopus)

• Atomic layer deposition coated filters in catalytic filtration of gasification gas

  Viertiö, T., Kivelä, V., Putkonen, M., Kihlman, J. & Simell, P., Jun 2021, In: Catalysts. 11, 6, 688.

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

  Open Access

  File
  9 Downloads (Pure)

• A Trend Analysis of Software Business Research

  Hyrynsalmi, S. & Suominen, A., 22 Jan 2021, Software Business : 11th International Conference, ICSOB 2020, Proceedings. Klotins, E. & Wnuk, K. (eds.). Cham: Springer Science+Business Media, p. 175-183 (Lecture Notes in Business Information Processing, Vol. 407).

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

• Augmented Ultrasonic Data for Machine Learning

  Virkkunen, I., Koskinen, T., Jessen-Juhler, O. & Rinta-aho, J., 2 Jan 2021, In: Journal of Nondestructive Evaluation. 40, 4, 11 p.

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

  Open Access
  23 Citations (Scopus)