Projects per year
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. Our work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 17 Partnerships for the Goals
Fingerprint
Dive into the research topics where BA73 Physical AI is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
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
Profiles
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Mauri Aikio
- BA7308 Optical sensing systems - Principal Scientist
Person: Senior Principal Scientists, Principal Scientists
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AI-Enhanced Scenario Forecasting for Situational Awareness
Jurmu, M. (Manager), Lämsä, A. (Participant), Naumanen, M. (Participant) & Ailisto, H. (Participant)
1/01/25 → 31/12/26
Project: Consultancy
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KESTOTÄSMÄ: Kestävän täsmämetsätalouden todentaminen ja menetelmät
Sirro, L. (Manager), Peuhkurinen, J. (Participant) & Häme, T. (Participant)
The Ministry of Agriculture and Forestry of Finland, Maa- ja metsätalousministeriö - Hiilestä kiinni -hanke, Euroopan Unionin rahoittama - NextGenerationEU
1/03/23 → 30/09/25
Project: Finnish government project
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MultiMiner: Multi-source and multi-scale earth observation and novel machine learning methods for mineral exploration and mine site monitoring
Molinier, M. (Manager), Antropov, O. (Participant), Mõttus, M. (Participant) & Seitsonen, L. (Participant)
1/01/23 → 30/06/26
Project: EU project
Research output
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Evaluating LLM–NACE divergence in firm classification: A multi-metric analysis in the experience industry
Naumanen, M., 1 Feb 2027, In: Information Processing and Management. 64, 2, 105131.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
Active Hyperspectral Imaging with a Fabry–Pérot Interferometer-Based Tunable Light Source
Riihimäki, J., Heinonen, J., Miranto, A., Pölönen, I., Saari, H. & Raita, A. M., 2026, In: Sensing and Imaging. 27, 1, 99.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
A Data-Driven Framework for Energy Consumption Forecasting in Disaggregated O-RAN Architectures
Luo-Chen, H. Q., Pinola, J., Alvarez-Merino, C. S., Rantala, S. J., Khatib, E. J. & Barco, R., 2026, In: IEEE Transactions on Green Communications and Networking. 10, p. 3607-3622 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access