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• 2025

  An in situ approach for validation of canopy chlorophyll fluorescence radiative transfer models using the full emission spectrum

  Liu, W., Mõttus, M., Malenovský, Z., Shi, S., Alonso, L., Atherton, J. & Porcar-Castell, A., 1 Jan 2025, In: Remote Sensing of Environment. 316, 114490.

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

  Open Access

• A skeletonization-based approach for individual fiber separation in tomography images of biocomposites

  Verho, T., Turpeinen, T., Asad, F. & Immonen, K., 1 Jan 2025, In: Computational Materials Science. 246, 113372.

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

  Open Access

  File
  19 Downloads (Pure)

• CFD modeling of CO2 fixation by microalgae cultivated in a lab scale photobioreactor

  Ojaniemi, U., Tamminen, A., Syrjänen, J. & Barth, D., 1 Jan 2025, In: Bioresource Technology. 415, 131715.

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

  Open Access

  File
  20 Downloads (Pure)

• Cybersecurity for tactical 6G networks: Threats, architecture, and intelligence

  Suomalainen, J. (Corresponding Author), Ahmad, I., Shajan, A. & Savunen, T., Jan 2025, In: Future Generation Computer Systems. 162, 107500.

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

  Open Access

  File
  1 Citation (Scopus)

  26 Downloads (Pure)

• Deep learning frameworks for cognitive radio networks: Review and open research challenges

  Jagatheesaperumal, S. K., Ahmad, I., Höyhtyä, M., Khan, S. & Gurtov, A., Jan 2025, In: Journal of Network and Computer Applications. 233, 104051.

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

• Exploring lignin potential on polyurethane-silica hybrid coatings tribological, anticorrosive and bactericidal properties

  Braz, A., Harb, S., Trentin, A., Kolanthai, E., Nurmela, A., Pulcinelli, S., Pakarinen, J., Seal, S. & Santilli, C., Jan 2025, In: Progress in Organic Coatings. 198, 108882.

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

• Improving wood surface wettability through gas-phase ozone treatment of air-dry wood

  Korpela, A., Koso, T., Lillqvist, K., Rautkari, L. & Orelma, H., 2025, In: BioResources. 20, 1, p. 1161-1172

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

  Open Access

• Microbial production of food lipids using the oleaginous yeast Apiotrichum brassicae

  Småros, F., Vidgren, V., Rondou, K., Riihinen, K., Mohammadi, P., Dewettinck, K., van Bockstaele, F., Koivuranta, K. & Sozer, N., Jan 2025, In: Food Research International. 200, 115481.

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

  Open Access

  File
  1 Downloads (Pure)

• Microscopic characterisation of brittle fracture initiation in irradiated and thermally aged low-alloy steel welds of a decommissioned reactor pressure vessel

  Hytönen, N., Lindqvist, S., Lydman, J., Ge, Y., Que, Z. & Efsing, P., Jan 2025, In: Journal of Nuclear Materials. 603, 155423.

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

  Open Access

  File
  16 Downloads (Pure)

• Modeling and control of heating and heat circulation in direct air capture system

  Paajanen, A., Nevaranta, N. & Bajamundi, C., 5 Jan 2025, In: Chemical Engineering Science. 301, 120745.

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

  Open Access

• Networked innovation

  Valkokari, K., 2025, (Accepted/In press) Elgar Encyclopedia of Innovation Management . Eriksson, P., Montonen, T., Laine, P.-M. & Hannula, A. (eds.). Edward Elgar Publishing Ltd, Vol. Preprint.

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

  File
  12 Downloads (Pure)

• Self-assembly of mixed-linkage glucan hydrogels formed following EG16 digestion

  McGregor, N. G. S., Penttilä, P., Pitkänen, L., Mohammadi, P., Vuorte, M., Igarashi, K. & Arola, S., 1 Jan 2025, In: Carbohydrate Polymers. 347, 122703.

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

  Open Access

  File
  9 Downloads (Pure)

• Sustainable service ecosystems in Positive Energy Districts: A conceptual framework to steer longterm impacts

  Viljakainen, A. (Corresponding author), Valkokari, K., Hukkalainen, M. & Nikunen, T., 24 Jan 2025, The 1st International Conference on Net-Zero Built Environment: Innovations in Materials, Structures, and Management Practices. Kioumarsi, M. & Shafei, B. (eds.). Springer, (Lecture Notes in Civil Engineering).

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

• Valorisation of anaerobic digestate to nutrients and humic substances

  Lehto, J. & Järvelä, E., 15 Jan 2025, In: Waste Management. 192, p. 39-46 8 p.

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

  Open Access

  File
  2 Downloads (Pure)
• 2024

  18SIB05 ROCIT – Robust Optical Clocks for International Timescales: Final

  Lindvall, T. & ROCIT project, 2024, Euramet. 23 p. (VTT Research Report; No. VTT-R-00148-24).

  Research output: Book/Report › Report

  Open Access

  File
  136 Downloads (Pure)

• 2024 roadmap for sustainable batteries

  Titirici, M., Johansson, P., et al., Vilkman, M. & Mousavihashemi, S., 1 Oct 2024, In: JPhys Energy. 6, 4, 041502.

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

  Open Access
  2 Citations (Scopus)

• 3D camera based on laser light absorption by atmospheric oxygen at 761 nm

  Kääriäinen, T. (Corresponding Author) & Seppä, J., 12 Feb 2024, In: Optics Express. 32, 4, p. 6342-6349 8 p.

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

  Open Access
  1 Citation (Scopus)

• 3D Multibody Simulation of Realistic Rolling Bearing Defects for Fault Classifier Development

  Vehviläinen, M., Tahkola, M., Keränen, J., El Bouharrouti, N., Rahkola, P., Halme, J., Pippuri-Mäkeläinen, J. & Belahcen, A., Oct 2024, 2024 International Conference on Electrical Machines, ICEM 2024. IEEE Institute of Electrical and Electronic Engineers, 7 p.

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

• 3D Printed Lenses for Vertical Beam Collimation of Optical Phased Arrays

  Muntaha, S. (Corresponding Author), Hokkanen, A., Harjanne, M., Cherchi, M., Suopajärvi, P., Karvinen, P., Pekkarinen, M., Roussey, M. & Aalto, T., 1 Jun 2024, In: 3D Printing and Additive Manufacturing. 11, 3, p. e1227-e1234 8 p.

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

  Open Access
  1 Citation (Scopus)

• 5G goes underground: A Proof-of-Concept Using Digital Twin for Real-time Control and Monitoring

  Horsmanheimo, S., Tuomimaki, L., Ahola, K., Lembo, S., Hyle, S., Szydlowska, M. & Puura, J., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. IEEE Institute of Electrical and Electronic Engineers, p. 961-966 (European Conference on Networks and Communications, Vol. 2024).

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

• A 32-Input Integrated Coherent Combiner

  Kincaid, P. S., De Marinis, L., Contestabile, G., Michau, V., Lucas, Y., Krafft, L., Karppinen, M. & Cherchi, M., 2024, 2024 IEEE Photonics Society Summer Topicals Meeting Series, SUM 2024 - Proceedings. IEEE Institute of Electrical and Electronic Engineers, (LEOS Summer Topical Meeting).

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

• A 3D numerical model for the performance analysis of a differential pressure flow meter in transient conditions for liquid fuels

  Canale, C., Arpino, F., Cortellessa, G., Ficco, G., Grossi, G., Huovinen, M. & Karvinen, A., 2024, In: Journal of Physics: Conference Series. 2685, 1, 8 p., 012015.

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

  Open Access

• A Binder-Free Nickel-Rich Cathode Composite Utilizing Low-Bundled Single-Walled Carbon Nanotubes

  Mousavihashemi, S., Khabushev, E. M., Lahtinen, J., Bogdanova, A. R., Novikov, I. V., Krasnikov, D. V., Nasibulin, A. G. & Tanja, K., 7 May 2024, In: Advanced Materials Technologies. 9, 14

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

  Open Access

• A Blockchain-Based Trust-Value Management Approach for Secure Information Sharing in Internet of Vehicles

  Du, G., Cao, Y., Li, J., Zhuang, Y., Chen, X., Li, Y. & Chen, J., 1 Jan 2024, In: IEEE Internet of Things Journal. 11, 1, p. 333-344 12 p.

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

• A Calibrator Fuzzy Ensemble for Highly-Accurate Robot Arm Calibration

  Luo, X., Li, Z., Yue, W. & Li, S., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. 13 p.

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

• Accelerated Engineering of ELP-based Materials through Hybrid Biomimetic-De Novo Predictive Molecular Design

  Laakko, T., Korkealaakso, A., Yildirir, B. F., Batys, P., Liljeström, V., Hokkanen, A., Nonappa, N., Penttilä, M., Laukkanen, A., Miserez, A., Södergård, C. & Mohammadi, P. (Corresponding Author), 11 Jul 2024, In: Advanced Materials. 36, 28, 2312299.

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

  Open Access

  File
  3 Citations (Scopus)

  15 Downloads (Pure)

• Accelerating wind power investments through lower financing costs

  Helistö, N. (Corresponding author), Johanndeiter, S. & Kiviluoma, J., 2024, (Accepted/In press) 23rd Wind & Solar Integration Workshop 2024. IEEE Institute of Electrical and Electronic Engineers

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

  File
  40 Downloads (Pure)

• A Cognitive Load Theory (CLT) Analysis of Machine Learning Explainability, Transparency, Interpretability, and Shared Interpretability

  Fox, S. (Corresponding Author) & Rey, V. F., Sept 2024, In: Machine Learning and Knowledge Extraction. 6, 3, p. 1494-1509 16 p.

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

  Open Access
  1 Citation (Scopus)

• A Comparative Life Cycle Assessment Study Of Laser Powder Bed Fusion, Binder Jetting And CNC Machining Processes

  Gopaluni, A., Puukko, P., Antikainen, A., Hepo-oja, L. & Reijonen, J., 2024, Euro PM2024 Proceedings. European Powder Metallurgy Association (EPMA), EP246275974

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

• A comprehensive review of recent advances on intelligence algorithms and information engineering applications

  Zeng, Y., Liao, B., Li, Z., Hua, C. & Li, S., 2024, In: IEEE Access. 12, p. 135886 - 135912

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

  Open Access
  1 Citation (Scopus)

• A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors

  Murari, A., Rossi, R., Craciunescu, T., Vega, J., Aho-Mantila, L., Airila, M., Hakola, A., Kaltiaisenaho, T., Kirjasuo, A., Leppänen, J., Likonen, J., Salmi, A., Tala, T., Gelfusa, M. (Corresponding Author) & JET Contributors, 2024, In: Nature Communications. 15, 2424.

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

  Open Access
  3 Citations (Scopus)

• A Critical Review of Large Language Models: Sensitivity, Bias, and the Path Toward Specialized AI

  Hajikhani, A. & Cole, C., 2024, In: Quantitative Science Studies. 5, 3, p. 736–756

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

  Open Access

• Active shortwave infrared pushbroom imager for security and defense applications

  Kääriäinen, T., Soukkamäki, J. & Dönsberg, T., 2024, Electro-Optical and Infrared Systems: Technology and Applications XXI: Proceedings. Hickman, D. L., Bursing, H., Steinvall, O. & Soan, P. J. (eds.). International Society for Optics and Photonics SPIE, 132000Q. (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 13200).

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

• Activity characterization and waste management in the FiR1 TRIGA decommissioning project

  Räty, A. & Vento, S., 22 Apr 2024, European Research Reactor Conference RRFM2024 - Proceedings. European Nuclear Society (ENS), p. 271-278

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

  Open Access

  File

• Adapting Geometry-Based Polygonal Contacts for Simulating Faulty Rolling Bearing Dynamics

  Vehviläinen, M. (Corresponding Author), Rahkola, P., Keränen, J., Halme, J., Sopanen, J., Liukkonen, O., Holopainen, A., Tammi, K. & Belahcen, A., Feb 2024, In: Mechanism and Machine Theory. 192, 22 p., 105552.

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

  Open Access

  File
  5 Citations (Scopus)

  111 Downloads (Pure)

• Adaptive Lightweight Security for Performance Efficiency in Critical Healthcare Monitoring

  Shahid, F., Ahmad, I., Islam, J., Haque, K. N. & Harjula, E., 17 May 2024, 2024 18th International Symposium on Medical Information and Communication Technology, ISMICT 2024. Wiley-IEEE Press, p. 78-83 6 p. 10738175

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

  Open Access

• Adaptive NOMA-Based Spectrum Sensing for Uplink IoT Networks

  Wu, J., Xu, T. (Corresponding Author), Zhou, T., Chen, X., Hu, H. & Wu, C., 1 Feb 2024, In: IEEE Transactions on Cognitive Communications and Networking. 10, 1, p. 138-149 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
  1 Citation (Scopus)

• Adaptive Security in 6G for Sustainable Healthcare

  Ahmad, I. & Harjula, E., 5 May 2024, Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024. Springer, Vol. I. p. 38-47 (Communications in Computer and Information Science, Vol. 2083).

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

  Open Access
  1 Citation (Scopus)

• A Distributed Framework for Remote Multimodal Biosignal Acquisition and Analysis

  Álvarez Casado, C. (Corresponding author), Räsänen, P., Nguyen, L. N., Lämsä, A., Peltola, J. & Bordallo Lopez, M., 2024, Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024. Springer, Vol. II. p. 127–146 20 p. (Communications in Computer and Information Science, Vol. 2084).

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

  Open Access
  1 Citation (Scopus)

• Adsorption of Polystyrene from Theta Condition on Cellulose and Silica Studied by Quartz Crystal Microbalance

  Kontturi, K. (Corresponding Author), Solhi, L., Kontturi, E. & Tammelin, T., 2024, In: Langmuir. 40, 1, p. 568–579 12 p.

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

  Open Access

  File
  2 Citations (Scopus)

  71 Downloads (Pure)

• Adsorption study on the formation of interfacial layers based on birch glucuronoxylans

  Abik, F. (Corresponding Author), Solin, K., Hietala, S., Rojas, O. J., Ho, T. M. & Mikkonen, K. S., Sept 2024, In: Carbohydrate Polymers. 339, 9 p., 122242.

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

  Open Access
  1 Citation (Scopus)

• Advanced Energy Systems in Zero/Positive Energy Buildings, Communities and Districts

  Hasan, A. (Editor) & Rehman, H. (Editor), Apr 2024, MDPI. 310 p. (Energies; No. Special issue).

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

  Open Access

  File
  352 Downloads (Pure)

• Advanced nanocellulose-based electrochemical sensor for tetracycline monitoring

  Nekoueian, K. (Corresponding Author), Kontturi, K. S., Meinander, K., Quliyeva, U., Kousar, A., Durairaj, V., Tammelin, T. & Laurila, T. (Corresponding Author), 1 Oct 2024, In: Electrochimica Acta. 500, 144639.

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

  Open Access
  1 Citation (Scopus)

• Advancing Crayfish Disease Detection: A Comparative Study of Deep Learning and Canonical Machine Learning Techniques

  Atilkan, Y., Kirik, B., Acici, K., Benzer, R., Ekinci, F., Guzel, M. S., Benzer, S. & Asuroglu, T. (Corresponding Author), 17 Jul 2024, In: Applied Sciences. 14, 14, 6211.

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

  Open Access

• Advancing Networked Production Through Decentralised Technical Intelligence

  Walter, S. & Mikkola, M., 8 Feb 2024, Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Soldatos, J. (ed.). Springer, p. 281-300 20 p.

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

  Open Access

• Advancing Security for 6G Smart Networks and Services

  Liyanage, M., Porambage, P., Zeydan, E., Senavirathne, T., Siriwardhana, Y., Yadav, A. K. & Siniarski, B., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. IEEE Institute of Electrical and Electronic Engineers, p. 1169-1174 6 p.

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

• Advancing surface safety: the role of sol-gel nanocoatings in the context of MIRIA European project

  Bezzon, A., Aurisicchio, L., Castlunger, E., Martellini, T. C., Czerwiński, D., Favuzzi, I., Jeremiasz, O., Meduri, A., Mosinger, J., Kurylak, W., Motellier, S., Nedéus, H., Rabilloud, T., Rossi, E., Royo, P., Sorsa, P., Söyrinki, S. & Tului, M., 23 Sept 2024, In: Journal of Sol-Gel Science and Technology. 112, p. 639–647

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

• A GaN-on-Si MMIC LNA for Spaceborne Cloud Profiling Radars and W -Band Telecom Links

  Cuadrado-Calle, D., Kantanen, M., Valenta, V. & Ayllon, N., 2024, (Accepted/In press) In: IEEE Microwave and Wireless Technology Letters.

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

• A G-Band SiGe BiCMOS LNA with an Area Efficient Built-In Temperature Compensation Circuit and Robust to TID Radiation

  Urain, A. (Corresponding Author), Rio, D. D., Lujan-Martinez, C., Kantanen, M. & Berenguer, R., 2024, In: IEEE Access. 12, p. 138180-138191 12 p.

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

  Open Access

• Agile meets quantum: A novel genetic algorithm model for predicting the success of quantum software development project

  Khan, A. A. (Corresponding Author), Akbar, M. A., Lahtinen, V., Paavola, M., Niazi, M., Alatawi, M. N. & Alotaibi, S. D., May 2024, In: Automated Software Engineering. 31, 1, 34.

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

  Open Access