Highlight F (HF)

AI for sustainability

FCAI Highlight Program F is focused especially on identifying and supporting FCAI’s innovations that are relevant for sustainability. It also runs a Virtual Laboratory called Sustainable Mobility and Autonomous Systems jointly with Research Program R6 (Autonomous AI).

The Virtual Laboratory Sustainable Mobility and Autonomous Systems develops simulations using Reinforcement Learning for mobility, traffic planning and autonomous driving for sustainable future cities.

Examples of publications:

• Joakim Löfgren, Dmitry Tarasov, Taru Koitto, Patrick Rinke, Mikhail Balakshin, Milica Todorović. 2022. Machine Learning Optimization of Lignin Properties in Green Biorefineries. ACS Sustainable Chem. Eng. 10, 9469.

• N Soininen et al. (2022). Bridge over troubled water: managing compatibility and conflict among thought collectives in sustainability science. Sustainability Science, 1–18.

• JC Demmler et al (2021). A novel approach of creating sustainable urban planning solutions that optimise the local air quality and environmental equity in Helsinki, Finland: The CouSCOUS study protocol. Plos one 16 (12).

Program poster (pdf)

Coordinating professor: Laura Ruotsalainen – laura.ruotsalainen at helsinki.fi

People

The groups of following PIs take part in this Highlight. If you would like to join the Highlight, please contact the coordinating professor.

• Ville Kyrki, Aalto University

• Kai Puolamäki, University of Helsinki

• Patrick Rinke, Aalto University

• Laura Ruotsalainen, University of Helsinki – coordinating professor