Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 13 Climate Action
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- 1 Similar Profiles
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BATMAX: Battery management by multi-domain digital twins
Pihlatie, M. (Manager), Urishov, D. (CoPI), Hentunen, A. (Participant), Jenu, S. (Participant), Tahkola, M. (Participant), Haavisto, J. (Participant), Singh, P. (Participant), Saha, P. (Participant), Tota, S. (Participant) & Zeb, A. (Participant)
1/05/23 → 31/10/26
Project: EU project
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HiECSs: High-Speed Electromechanical Energy Conversion Systems
Pippuri-Mäkeläinen, J. (Manager), Keränen, J. S. (Participant), Tahkola, M. (Participant), Farzam Far, M. (Participant), Lindroos, T. (Participant), Metsä-Kortelainen, S. (Participant), Vehviläinen, M. (Participant), Riipinen, T. (Participant), Manninen, A. (Participant) & Rahkola, P. (Participant)
1/01/22 → 31/12/26
Project: Research Council of Finland
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FASTEST: Fast-Track hybrid testing platform for the development of battery systems
Urishov, D. (Manager), Jenu, S. (Participant), Hentunen, A. (Participant), Tahkola, M. (Participant), Saha, P. (Participant) & Zeb, A. (Participant)
1/06/23 → 30/06/26
Project: EU project
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AIMODE: Development of Artificial Intelligence and Machine Learning for Online Perception and Operating Mode Optimization in Process Industry
Linnosmaa, J. (Manager), Seppi, M. (Participant), Zeb, A. (Participant), Saarela, O. (Participant), Verma, N. (Participant), Freimane, L. (Participant), Aho, J. (Participant) & Tahkola, M. (Participant)
1/09/22 → 31/08/25
Project: Business Finland project
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ECO-Fusion: Finnish Ecosystem for Industrial Fusion Technology
Hakola, A. (Manager), Airila, M. (Participant), Brace, W. (Participant), Ryynänen, T. (Participant), Hakkarainen, M. (Participant), Leskinen, A. (Participant), Kirjasuo, A. (Participant), Aalto, T. (Participant), Shahwar, D. (Participant), Harjanne, M. (Participant), Hokkanen, A. (Participant), Järvinen, A. (Participant), Kapulainen, M. (Participant), Paul, S. (Participant), Salmi, A. (Participant), Sun, F. (Participant), Tala, T. (Participant), Wälchli, B. (Participant), Avikainen, T. (Participant), Majaniemi, S. (Participant), Laukkanen, A. (Participant), Suhonen, T. (Participant), Aho, J. (Participant), Baumann Duran, A. (Participant), Goel, S. (Participant), Korhonen, T. (Participant), Linnala, L. (Participant), Lukin, J. (Participant), Pakarinen, O. (Participant), Pinomaa, T. (Participant), Pohja, R. (Participant), Ren, S. (Participant), Tahkola, M. (Participant), Norrman, S. (Participant), Szogradi, M. (Participant), Aho-Mantila, L. (Participant), Karhunen, J. (Participant), Likonen, J. (Participant), Saari, S. (Participant), Lavonen, T. (Participant), Leskinen, A. (Participant), Hakkarainen, T. (Participant), Verma, N. (Participant), Viitanen, K. (Participant), Viitanen, A. (Participant), Snicker, A. (Participant), Apilo, T. (Participant), Huuhanmäki, J. (Participant), Soppela, O. (Participant), Kurki, S. (Participant), Martins, J. (Participant), Rökman, J. (Participant), Wallin, A. (Participant), Bryant, K. (Participant), Katajamäki, K. (Participant), Kokkonen, P. (Participant), Lyytinen, J. (Participant), Lyytinen, T. (Participant), Kit, A. (Participant), Bruncrona, A. (Participant), Jordan, D. (Participant), Martikainen, H. (Participant), Saarinen, H. (Participant), Siuko, M. (Participant), Siren, M. (Participant), Tikka, P. (Participant), Truong, V. D. (Participant), Uusi-Illikainen, M. (Participant), Zeb, A. (Participant), Alanen, J. (Participant), Kaartinen, D. (Participant), Saifi, Q. (Participant), Dif, B. (Participant), Heikinheimo, J. (Participant), Harviainen, T. (Participant), Peng, C. Y. (Participant), Arffman, P. (Participant), Lappalainen, P. (Participant), Moilanen, P. (Participant), Freimanis, A. (Participant), Helminen, A. (Participant), Immonen, E. (Participant), Tyrväinen, T. (Participant), Rainio, K. (Participant), Kilpeläinen, P. (Participant), Sipola, T. (Participant), Strömmer, E. (Participant), Tanskanen, A. (Participant), Tenhunen, J. (Participant), Vaarala, T. (Participant), Ylisaukko-oja, A. (Participant), Liinasuo, M. (Participant), Salonen, T.-T. (Participant), Tammentie, B. (Participant), Jokinen, T. (Participant), Kaarmila, P. (Participant), Koskinen, J. (Participant), Heikkilä, J. (Participant), Malm, T. (Participant), Sarsama, J. (Participant), Välisalo, T. (Participant), Alamäki, M. (Participant) & Pennala, R. (Participant)
1/01/21 → 30/06/24
Project: Business Finland project
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Accelerated discovery of Cr-based A2+B2 superalloys across 11 elements with a deep-learning CALPHAD surrogate
Tahkola, M., Linnala, L., Blackburn, T., Savukoski, S., Gagneur, V., Kaipainen, J., Ma, K., Knowles, A. J., Laukkanen, A. & Pinomaa, T., 27 May 2026, (Accepted/In press) In: npj Computational Materials.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Advancing remote handling capabilities in the nuclear industry with AI-based surrogate models for robotic technologies
Zeb, A., Kokkonen, P., Tahkola, M., Brace, W. & Milella, F., 1 Oct 2025, In: Fusion Engineering and Design. 219, 115286.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)117 Downloads (Pure) -
Configurable Surrogate Modelling Workflow for Accelerated Dynamic Multidimensional CAE Simulations
Tahkola, M. & Savukoski, S., 13 Nov 2025.Research output: Contribution to conference › Conference Poster › Professional
Open AccessFile16 Downloads (Pure) -
SOLID-MAP: Development of a Materials Acceleration Platform for High-Entropy Alloys
Antikainen, A., Jokiaho, T., Kaunisto, K., Lambai, A., Laukkanen, A., Lindroos, T., Linnala, L., Mäkipää, M., Nandy, S., Pakarinen, J., Pinomaa, T., Tahkola, M. & Zeb, A., Dec 2025, In: Journal of Materials Engineering and Performance. 34, 24, p. 30132-30137Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)123 Downloads (Pure) -
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
2 Link opens in a new tab Citations (Scopus)