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 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Arttu Lämsä is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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FREIMAN: Uudelleenvalmistusliiketoiminnan kasvattaminen monenkeskisen datan ja tekoälyn avulla
Jurvansuu, M. (Manager), Lämsä, A. (Participant), Hentula, M. (Participant), Haapalainen, K. (Participant), Heiskanen, M. (Participant), Hatara, E. (Participant), Majava, J. (Participant), Köpman, J. (Participant), Siirtola, P. (Participant) & Annala, E. (Participant)
1/01/26 → 31/12/27
Project: Business Finland project
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ResilReagNets: Creating Resilience and Reactability into Manufacturing Networks by Utilising Modelling, Simulation and Data Analysing Tools
Salmi, T. (Manager), Montonen, J. (Participant), Heilala, J. (Participant), Hentula, M. (Participant), Jurvansuu, M. (Participant), Räsänen, P. (Participant), Simons, M. (Participant) & Lämsä, A. (Participant)
1/01/24 → 31/12/25
Project: Business Finland project
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BEEYONDERS: Breakthrough European tEchnologies Yielding cOnstruction sovereigNty, Diversity & Efficiency of ResourceS
Keränen, J. S. (Manager), Mäkelä, S.-M. (Participant), Lämsä, A. (Participant) & Peltola, J. (Participant)
1/06/22 → 30/11/25
Project: EU project
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InnoSale: Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence
Järvinen, S. (Manager), Mäkelä, S.-M. (Participant), Peltola, J. (Participant), Lämsä, A. (Participant), Sormunen, T. (Participant), Liikka, J. (Participant) & Jurvansuu, M. (Participant)
1/10/21 → 30/06/25
Project: Business Finland project
Research output
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Circular Product Value Through AI Services in Discreet Remanufacturing and Paper Machine Process
Jurvansuu, M., Kinnula, A., Haapalainen, K., Vildjiounaite, E., Pehlivan Tort, S., Lämsä, A., Jurmu, M., Kiiskinen, H., Virkajärvi, J., Vuorinen, J. & Jutila, E., 11 Mar 2026, VTT Technical Research Centre of Finland. 26 p. (VTT Research Report; No. VTT-R-00589-25).Research output: Book/Report › Report
Open AccessFile11 Downloads (Pure) -
InnoSale – Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence: Final report
Järvinen, S., Lämsä, A., Sormunen, T., Peltola, J., Jurvansuu, M., Mäkelä, S.-M., Hyvärinen, S. & Siira, E., 3 Nov 2025, VTT Technical Research Centre of Finland. 25 p. (VTT Research Report; No. VTT-R-00502-25).Research output: Book/Report › Report
Open AccessFile38 Downloads (Pure) -
A Distributed Framework for Remote Multimodal Biosignal Acquisition and Analysis
Álvarez Casado, C., 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 (Communications in Computer and Information Science, Vol. 2084).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access7 Link opens in a new tab Citations (Scopus) -
BLOG 3 ”Wrangling data – from raw data to value”: Data accessibility in AI-driven B2B sales
Järvinen, S., Lämsä, A., Sormunen, T., Peltola, J. & Jurvansuu, M., 29 Apr 2024, 2 p. InnoSale project.Research output: Other contribution › Blog/Web article › Professional
Open Access -
Heart Rate Estimation from Noisy PPGs Using 1D/2D Conversion and Transfer Learning
Dark, E., Saleem, U., Lämsä, A., Álvarez Casado, C. & Bordallo López, M., 24 Apr 2023, UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers. Association for Computing Machinery ACM, p. 163-167 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access2 Link opens in a new tab Citations (Scopus)