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• 2021

  Creating a Circular City - An analysis of potential transportation, energy and food solutions in a case district

  Paiho, S., Wessberg, N., Pippuri-Mäkeläinen, J., Mäki, E., Sokka, L., Parviainen, T., Nikinmaa, M., Siikavirta, H., Paavola, M., Antikainen, M., Heikkilä, J., Hajduk, P. & Laurikko, J., Jan 2021, In : Sustainable Cities and Society. 64, 102529.

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

  • district
  • food
  • energy
  • demand
  • city

• Development of a Demonstrator System for Online Measurement of Soldier Cognitive Readiness in Field and in Simulator Environments

  Närväinen, J., Laarni, J., Lukander, K., Rissanen, J., Havola, J., Inkilä, V. P., Pihlainen, K., Kallinen, K. & Pakarinen, S., 2021, Advances in Neuroergonomics and Cognitive Engineering: Proceedings of the AHFE 2020 Virtual Conferences on Neuroergonomics and Cognitive Engineering, and Industrial Cognitive Ergonomics and Engineering Psychology. Ayaz, H. & Asgher, U. (eds.). Springer, p. 156-163 8 p. (Advances in Intelligent Systems and Computing, Vol. 1201 AISC).

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

  • Simulators
  • Curricula
  • Fatigue of materials
  • Recovery
  • Sensors

• Digital Situation Picture in Construction – Case of Prefabricated Structural Elements

  Lavikka, R., Lahdenperä, P., Kiviniemi, M. & Peltokorpi, A., 2021, Lecture Notes in Civil Engineering. Toledo, S. E. & Scheer, S. (eds.). Cham: Springer, Vol. 98. p. 943-958 16 p. (Lecture Notes in Civil Engineering, Vol. 98).

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

  • supply chain management
  • project
  • data exchange
  • accessibility
  • data analysis

• Forecasting office indoor CO₂ concentration using machine learning with a one-year dataset

  Kallio, J., Tervonen, J., Räsänen, P., Mäkynen, R., Koivusaari, J. & Peltola, J., Jan 2021, In : Building and Environment. 187, 107409.

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

  • machine learning
  • office
  • forecasting
  • Machine learning
  • sensor

• Frozen-dough baking potential of psychrotolerant Saccharomyces species and derived hybrids

  Magalhaes, F., Calton, A., Heiniö, R-L. & Gibson, B., Apr 2021, In : Food Microbiology. 94, 9 p., 103640.

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

  • frozen dough
  • Saccharomyces
  • baking
  • Saccharomyces cerevisiae
  • dough

• How Should TrustVehicles interACT?

  Tarkiainen, M., Penttinen, M., Kauvo, K., Sözen, E., Wilbrink, M. & Kaup, M., 29 Jan 2021, (Accepted/In press) Enhanced Trustworthiness and End User Acceptance of Conditionally Automated Vehicles in the Transition Period. Watzenig, D. & Schicker, L-M. (eds.). Springer, (Lecture Notes in Intelligent Transportation and Infrastructure).

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

• Neo-Carbon Food concept: A pilot-scale hybrid biological–inorganic system with direct air capture of carbon dioxide

  Ruuskanen, V., Givirovskiy, G., Elfving, J., Kokkonen, P., Karvinen, A., Järvinen, L., Sillman, J., Vainikka, M. & Ahola, J., 1 Jan 2021, In : Journal of Cleaner Production. 278, 123423.

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

  Open Access

  • Hybrid Systems
  • Hydrogen
  • Carbon Dioxide
  • Carbon
  • Hybrid systems

• Optimal capacities of distributed renewable heat supply in a residential area connected to district heating

  Pursiheimo, E. & Rämä, M., 2021, In : Journal of Sustainable Development of Energy, Water and Environment Systems. 9, 1, p. 1-19 19 p., 1080328 .

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

  Open Access

  File

  • heat supply
  • district heating
  • District heating
  • residential area
  • heat pump
  13 Downloads (Pure)

• Optimum day-ahead bidding profiles of electrical vehicle charging stations in FCR markets

  Hasanpor Divshali, P. & Evens, C., 1 Jan 2021, In : Electric Power Systems Research. 190, 106667.

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

  Open Access

  File

  • Probability density function
  • Electric vehicles
  • Profitability
  30 Downloads (Pure)

• Promoting energy services in offices: How do office workers see their role?

  Paiho, S., Saastamoinen, H. & Karjalainen, S., Jan 2021, In : Journal of Building Engineering. 33, 101602.

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

  • Energy efficiency
  • Communication
  • Managers
  • Energy conservation
  • Decision making

• Promoting Operational Readiness of Control Room Crews Through Biosignal Measurements

  Pakarinen, S., Laarni, J., Lukander, K., Inkilä, V. P., Passi, T., Liinasuo, M. & Salonen, T. T., 4 Jul 2021, Advances in Artificial Intelligence, Software and Systems Engineering: Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Ahram, T. (ed.). Springer, p. 573-580 8 p. (Advances in Intelligent Systems and Computing, Vol. 1213 AISC).

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

  • Accidents
  • Nuclear power plants
  • Deterioration
  • Simulators

• Sourdough cultures as reservoirs of maltose-negative yeasts for low-alcohol beer brewing

  Johansson, L., Nikulin, J., Juvonen, R., Krogerus, K., Magalhaes, F., Mikkelson, A., Nuppunen-Puputti, M., Sohlberg, E., de Francesco, G., Perretti, G. & Gibson, B., Apr 2021, In : Food Microbiology. 94, 103629.

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

  • sourdough
  • Maltose
  • brewing
  • beers
  • maltose

• Theoretical and experimental limits of monodisperse droplet generation

  Kalantarifard, A., Alizadeh-Haghighi, E., Saateh, A. & Elbuken, C., 16 Jan 2021, In : Chemical Engineering Science. 229, 116093.

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

  • Microfluidics
  • Nucleic acids
  • Gene expression
  • Two phase flow
  • Electrons
• 2020

  100 GHz zinc oxide Schottky diodes processed from solution on a wafer scale

  Georgiadou, D. G., Semple, J., Sagade, A. A., Forstén, H., Rantakari, P., Lin, Y. H., Alkhalil, F., Seitkhan, A., Loganathan, K., Faber, H. & Anthopoulos, T. D., Nov 2020, In : Nature Electronics. 3, p. 718-725

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

  • Zinc Oxide
  • Zinc oxide
  • Schottky diodes
  • zinc oxides
  • Diodes

• 2D Assignment and quantitative analysis of cellulose and oxidized celluloses using solution-state NMR spectroscopy

  Koso, T., Rico del Cerro, D., Heikkinen, S., Nypelö, T., Buffiere, J., Perea-Buceta, J. E., Potthast, A., Rosenau, T., Heikkinen, H., Maaheimo, H., Isogai, A., Kilpeläinen, I. & King, A. W. T., 1 Sep 2020, In : Cellulose. 27, 14, p. 7929-7953 25 p.

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

  Open Access

  • oxidized cellulose
  • Nuclear magnetic resonance spectroscopy
  • Cellulose
  • tetrabutylphosphonium
  • Nuclear magnetic resonance
  1 Citation (Scopus)

• 500 microkelvin nanoelectronics

  Sarsby, M., Yurttagül, N. & Geresdi, A., 20 Mar 2020, In : Nature Communications. 11, 1, 1492.

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

  Open Access

• 5G and Beyond for New Space: Vision and Research Challenges

  Höyhtyä, M., Corici, M., Covaci, S. & Guta, M., 2020, Advances in Communications Satellite Systems: Proceedings of The 37th International Communications Satellite Systems Conference (ICSSC-2019). Institution of Engineering and Technology IET

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

  • Optical communication
  • Frequency bands

• 5G Based Machine Remote Operation Development Utilizing Digital Twin

  Isto, P., Heikkilä, T., Mämmelä, A., Uitto, M., Seppälä, T. & Ahola, J. M., 17 May 2020, In : Open Engineering. 10, 1, p. 265-272 8 p.

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

  Open Access

  File

  • Machinery
  • Edge computing
  • Real time control
  • Jitter
  • Communication
  39 Downloads (Pure)

• 5G-DRIVE: EU China C-V2X collaboration

  Kutila, M., Nykänen, L. & Lankinen, M., Apr 2020, Proceedings of TRA2020, the 8th Transport Research Arena: Rethinking transport – towards clean and inclusive mobility. Liikenne- ja viestintävirasto Traficom, p. 147 1 p. (Traficom Research Reports; No. 7/2020).

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

  Open Access

  File

  • Interoperability
  • Communication
  72 Downloads (Pure)

• 5G Network Performance Experiments for Automated Car Functions

  Kutila, M., Kauvo, K., Aalto, P., Garrido Martinez, V., Niemi, M. & Zheng, Y., Sep 2020, 2020 IEEE 3rd 5G World Forum, 5GWF 2020: Conference Proceedings. IEEE Institute of Electrical and Electronic Engineers, p. 366-371 9221295

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

  Open Access

  File

  • Latency
  • Network performance
  • Car
  • Edge computing
  • Bandwidth
  7 Downloads (Pure)

• 5G Promotive Actions based upon enhanced Mobile Broadband (EMBB) Communication Trials between the EU and China

  Chochliouros, I. P., Spiliopoulou, A. S., Arvanitozisis, D., Kostopoulos, A., Yi, N., Gomes, N., Chen, T., Jidbeck, J., Dardamanis, A., Lazaridis, P., Zaharis, Z., Kourtis, M. A. & Ladid, L., Sep 2020, SEEDA-CECNSM 2020: 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference. IEEE Institute of Electrical and Electronic Engineers, 10 p. 9221805. (SEEDA-CECNSM 2020 - 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference).

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

  • Broadband
  • cable communication
  • China
  • Communication
  • EU

• 6G White paper: Research challenges for Trust, Security and Privacy

  Yan, Z., Nguyen, T. H., Liu, F., Gurtov, A., Hewa, T., Liyanage, M., Ahmad, I., Partala, J., Abbas, R., Hecker, A., Jayousi, S., Martinelli, A., Caputo, S., Bechtold, J., Morales, I., Stoica, A., Abreu, G., Shahabuddin, S., Panayirci, E., Haas, H. & 3 others, Kumar, T., Ozan Ozparlak, B. & Röning, J., 2020, (Submitted) arXiv. Ylianttila, M., Kantola, R., Gurtov, A., Mucchi, L. & Opperman, I. (eds.). University of Oulu

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

  • Privacy
  • Information Security
  • Next Generation Network
  • Network Security
  • National Security

• 6G White Paper on Edge Intelligence

  Peltonen, E., Bennis, M., Capobianco, M., Debbah, M., Ding, A., Gil-Castiñeira, F., Jurmu, M., Karvonen, T., Kelanti, M., Kliks, A., Leppänen, T., Lovén, L., Mikkonen, T., Rao, A., Samarakoon, S., Seppänen, K., Sroka, P., Tarkoma, S. & Yang, T., 30 Jun 2020, Oulu: University of Oulu. 34 p. (6G Research Visions; No. 8).

  Research output: Book/Report › Report

  Open Access

  • Edge computing
  • Internet
  • Intelligent networks
  • Network management
  • Internet of things

• 6G White Paper on Machine Learning in Wireless Communication Networks

  Ali, S., Saad, W., Rajatheva, N., Chang, K., Steinbach, D., Sliwa, B., Wietfeld, C., Mei, K., Shiri, H., Zepernick, H-J., Chinh Chu, T. M., Ahmad, I., Huusko, J., Suutala, J., Bhadauria, S., Batia, V., Mitra, R., Amuru, S., Abbas, R., Shao, B. & 7 others, Capobianco, M., Yu, G., Claes, M., Karvonen, T., Chen, M., Girnyk, M. & Malik, H., 2020, (Submitted) 29 p.

  Research output: Book/Report › Report

  • Telecommunication networks
  • Machine learning
  • Wireless networks
  • Large dataset
  • Communication systems

• Acceptance and use of ADAS

  Penttinen, M. & Luoma, J., 27 Apr 2020, Proceedings of TRA2020, the 8th Transport Research Arena: Rethinking transport – towards clean and inclusive mobility. Liikenne- ja viestintävirasto Traficom, p. 66 1 p. (Traficom Research Reports; No. 7/2020).

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

  Open Access

  File

  • vehicle
  • willingness to pay
  • automation
  • automobile
  • paper
  67 Downloads (Pure)

• A Circular Economy of Plastics: A vision of redesigning plastics value chains

  Tenhunen, A. (ed.) & Pöhler, H. (ed.), 2020, VTT Technical Research Centre of Finland. 40 p. (VTT Discussion paper).

  Research output: Book/Report › Report

  Open Access

  File

  • circular economy
  • renewable raw material
  • recycling
  • plastic
  • product development
  51 Downloads (Pure)

• Acoustic emission monitoring during fatigue crack growth in standard c(t) and miniature single edge notch tension specimens

  Virkkunen, I., Peltonen, M., Siren, H., Nevasmaa, P., Huotilainen, C., Keinänen, H., Kuutti, J., Lambai, A., Mohanty, G. & Honkanen, M., 3 Aug 2020, Materials and Fabrication: PVP2020. American Society of Mechanical Engineers (ASME), 7 p. v006t06a101

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

  • notches
  • acoustic emission
  • cracks
  • sensors
  • starters

• Acquisition of supply market intelligence – An information processing perspective

  Lorentz, H., Aminoff, A., Kaipia, R., Pihlajamaa, M., Ehtamo, J. & Tanskanen, K., Dec 2020, In : Journal of Purchasing and Supply Management. 26, 5, 100649.

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

  • Market Intelligence
  • Supply Market
  • Information Processing
  • Equivocality
  • Information Processing Theory

• ​Activity Characterization Studies in FiR 1 TRIGA Research Reactor Decommissioning Project: Dissertation

  Räty, A., 7 Aug 2020, University of Helsinki. 82 p.

  Research output: Thesis › Dissertation › Collection of Articles

  Open Access

  • Decommissioning (nuclear reactors)
  • Research reactors
  • Radioisotopes
  • Neutrons
  • Nuclear reactions

• Adaptive laboratory evolution of ale and lager yeast for improved brewing efficiency and beer quality

  Gibson, B., Dahabieh, M., Krogerus, K., Jouhten, P., Magalhaes, F., Pereira, R., Siewers, V. & Vidgren, V., 25 Mar 2020, In : Annual review of food science and technology. 11, p. 23-44 22 p.

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

  • brewers yeast
  • brewing
  • beers
  • brewing industry
  • Yeasts
  3 Citations (Scopus)

• Addressing technical challenges in 100% variable inverter-based renewable energy power systems

  Hodge, B. M. S., Jain, H., Brancucci, C., Seo, G. S., Korpås, M., Kiviluoma, J., Holttinen, H., Smith, J. C., Orths, A., Estanqueiro, A., Söder, L., Flynn, D., Vrana, T. K., Kenyon, R. W. & Kroposki, B., 1 Sep 2020, In : Wiley Interdisciplinary Reviews: Energy and Environment. 9, 5, e376.

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

  • alternative energy
  • infrastructure
  • renewable energy source
  • Electric power systems
  • Wind power
  2 Citations (Scopus)

• Adjusting Business Models to Open Ecosystem-Based Innovation in Nuclear Decommissioning

  Jähi, M., Apilo, T. & Ryynänen, T., Sep 2020, (Accepted/In press). 5 p.

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

  • Ecosystems
  • Nuclear power plants
  • Industry
  • Nuclear industry
  • Contractors

• Admission Levels of Interleukin 10 and Amyloid β 1–40 Improve the Outcome Prediction Performance of the Helsinki Computed Tomography Score in Traumatic Brain Injury

  Posti, J. P., Takala, R. S. K., Raj, R., Luoto, T. M., Azurmendi, L., Lagerstedt, L., Mohammadian, M., Hossain, I., Gill, J., Frantzén, J., van Gils, M., Hutchinson, P. J., Katila, A. J., Koivikko, P., Maanpää, H. R., Menon, D. K., Newcombe, V. F., Tallus, J., Blennow, K., Tenovuo, O. & 2 others, Zetterberg, H. & Sanchez, J. C., 30 Oct 2020, In : Frontiers in Neurology. 11, 549527.

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

  Open Access

  File

  • Traumatic Brain Injury
  • Amyloid
  • Interleukin-10
  • Tomography
  • Intermediate Filaments

• Admission Levels of Total Tau and β-Amyloid Isoforms 1–40 and 1–42 in Predicting the Outcome of Mild Traumatic Brain Injury

  Hossain, I., Mohammadian, M., Takala, R. S. K., Tenovuo, O., Azurmendi Gil, L., Frantzén, J., van Gils, M., Hutchinson, P. J., Katila, A. J., Maanpää, H. R., Menon, D. K., Newcombe, V. F., Tallus, J., Hrusovsky, K., Wilson, D. H., Gill, J., Blennow, K., Sanchez, J. C., Zetterberg, H. & Posti, J. P., 13 May 2020, In : Frontiers in Neurology. 11, p. 325 325.

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

  Open Access

  File

  • Brain Concussion
  • Amyloid
  • Glasgow Outcome Scale
  • Protein Isoforms
  • Tomography
  10 Downloads (Pure)

• Advanced sensor-based maintenance in real-world exemplary cases

  Albano, M., Lino Ferreira, L., Di Orio, G., Maló, P., Webers, G., Jantunen, E., Gabilondo, I., Viguera, M. & Papa, G., 2020, In : Automatika. 61, 4, p. 537-553 17 p.

  Research output: Contribution to journal › Article › Scientific

  Open Access

  File

  • Sensors
  • Machinery
  • Monitoring
  15 Downloads (Pure)

• Advances in the understanding of molybdenum effect on iodine and caesium reactivity in condensed phase in the primary circuit in nuclear severe accident conditions

  Gouëllo, M., Hokkinen, J. & Kärkelä, T., Aug 2020, In : Nuclear Engineering and Technology. 52, 8, p. 1638-1649 12 p.

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

  Open Access

  File

  • Cesium
  • Iodine
  • Molybdenum
  • Accidents
  • Partial pressure
  15 Downloads (Pure)

• Advances in traceable calibration of cylinder pressure transducers

  Salminen, J., Saxholm, S., Hämäläinen, J. & Hogstrom, R., Aug 2020, In : Metrologia. 57, 4, 045006.

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

  Open Access

  • Pressure transducers
  • Engine cylinders
  • Calibration
  • Engines
  • Pressure measurement
  2 Citations (Scopus)

• Aesthetic Wellbeing and Ethical Design of Technology

  Leikas, J., 2020, Emotions in Technology Design: From experience to Ethics. Rousi, R., Leikas, J. & Saariluoma, P. (eds.). Springer, Cham: Springer, p. 155-166 11 p. (Human–Computer Interaction Series).

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

  • Well-being
  • Older People
  • Aesthetics
  • Infancy
  • Artifact

• A facile method to control the phase behavior of hydroxypropyl cellulose

  Gosecki, M., Setälä, H., Virtanen, T. & Ryan, A. J., 1 Jan 2021, In : Carbohydrate Polymers. 251, 117015.

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

  • hydroxypropylcellulose
  • Phase behavior
  • Cellulose
  • Substitution reactions
  • methyl isocyanate

• A Film Bulk Acoustic Resonator Based on Ferroelectric Aluminum Scandium Nitride Films

  Wang, J., Park, M., Mertin, S., Pensala, T., Ayazi, F. & Ansari, A., Oct 2020, In : Journal of Microelectromechanical Systems. 29, 5, p. 741-747 7 p., 9169713.

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

  • Acoustic resonators
  • Scandium
  • Ferroelectric materials
  • Nitrides
  • Aluminum

• A finite-element model for a paste lubricated steel wire vs cast iron contact

  Hakala, T. J., Laukkanen, A., Suhonen, T. & Holmberg, K., 2020, In : Tribology International. 150, 12 p., 106362.

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

  • Steel
  • Ointments
  • Cast iron
  • casts
  • Wire

• A fuel cell power unit and hydrogen storage for the research vessel Aranda

  Pohjoranta, A., Ihonen, J., Tommola, F., Hannesen, U., Kajava, M., Turcer, F., Ferrara, S., Karimäki, H., Grand-Clément, L. & Pajala, J., 2020, Proceedings of TRA2020, the 8th Transport Research Arena: Rethinking transport – towards clean and inclusive mobility. Liikenne- ja viestintävirasto Traficom, p. 241 1 p. (Traficom Research Reports; No. 7/2020).

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

  Open Access

  File

  • Hydrogen storage
  • Fuel cells
  • Hydrogen fuels
  • Fuel storage
  • Proton exchange membrane fuel cells (PEMFC)
  146 Downloads (Pure)

• A fully-staring THz video camera with wide field-of-view and close-looking optics

  Luomahaara, J., Mäyrä, A., Aikio, M., Sipola, H., Grönberg, L., Timofeev, A., Tappura, K., Rautiainen, A., Ala-Laurinaho, J., Tamminen, A., Leivo, M., Gao, F., Vasama, H., Luukanen, A. & Hassel, J., 20 Sep 2020, Millimetre Wave and Terahertz Sensors and Technology XIII. Salmon, N. A. & Gumbmann, F. (eds.). International Society for Optics and Photonics SPIE, 9 p. 1154105. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 11541).

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

  • Field of View
  • Wide-field
  • Optics
  • Camera
  • Detector

• Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

  Chen, X., Wu, C., Chen, T., Zhang, H., Liu, Z., Zhang, Y. & Bennis, M., Apr 2020, In : IEEE Transactions on Wireless Communications. 19, 4, p. 2268-2281 14 p., 8954939.

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

  • Vehicular Networks
  • Reinforcement Learning
  • Reinforcement learning
  • Markov Decision Process
  • Roadsides
  3 Citations (Scopus)

• Aggregated forecasting of the load control responses using a hybrid model that combines a physically based model with machine learning

  Koponen, P., Salmi, T., Evens, C., Takala, S., Hyttinen, A., Brester, C., Kolehmainen, M. & Niska, H., 2020, (Accepted/In press) Proceedings of the CIRED 2020 Berlin Workshop. International Conference and Exhibition on Electricity Distribution CIRED, 4 p. 105. (CIRED: Conference Proceedings).

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

  • Machine learning
  • Heat storage
  • Remote control
  • Deep learning
  • Dynamic loads

• Aggregator Business Pilot

  Aro, M., Mäki, K., Evens, C., Vesa, H. & Schöpper, C., 27 Oct 2020, VTT Technical Research Centre of Finland. 39 p. (VTT Research Report; No. VTT-R-01187-20).

  Research output: Book/Report › Report

  Open Access

  File
  34 Downloads (Pure)

• Agrobacterium-mediated genetic transformation of the medicinal plant veratrum dahuricum

  Ma, R., Yu, Z., Cai, Q., Li, H., Dong, Y., Oksman-Caldentey, K. M. & Rischer, H., 4 Feb 2020, In : Plants. 9, 2, 191.

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

  Open Access

  • Veratrum dahuricum
  • cyclopamine
  • medicinal plant
  • genetic transformation
  • Agrobacterium
  2 Citations (Scopus)

• A ground-motion prediction equation for fennoscandian nuclear installations

  Fülöp, L., Jussila, V., Aapasuo, R., Vuorinen, T. & Mäntyniemi, P., 1 Jan 2020, In : Bulletin of the Seismological Society of America. 110, 3, p. 1211-1230 20 p.

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

  • ground motion
  • installing
  • Finland
  • predictions
  • prediction
  1 Citation (Scopus)

• A hierarchical clustering method for land cover change detection and identification

  Häme, T., Sirro, L., Kilpi, J., Seitsonen, L., Andersson, K. & Melkas, T., 29 May 2020, In : Remote Sensing. 12, 11, 1751.

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

  Open Access

  File

  • land cover
  • PALSAR
  • ALOS
  • detection
  • Landsat
  32 Downloads (Pure)

• A highly efficient and safe gene delivery platform based on polyelectrolyte core-shell nanoparticles for hard-to-transfect clinically relevant cell types

  Tarakanchikova, Y., Muslimov, A., Sergeev, I., Lepik, K., Yolshin, N., Goncharenko, A., Vasilyev, K., Eliseev, I., Bukatin, A., Sergeev, V., Pavlov, S., Popov, A., Meglinski, I., Afanasiev, B., Parakhonskiy, B., Sukhorukov, G. & Gorin, D., 7 Nov 2020, In : Journal of Materials Chemistry B. 8, 41, p. 9576-9588 13 p.

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

  • Core shell nanoparticles
  • Polyelectrolytes
  • Messenger RNA
  • T-cells
  • Genes