This project develops artificial-intelligence (AI)-based tools to design new energy-harvesting materials and highly sensitive gas sensors. Finland's effort to reach carbon neutrality by 2035 requires technologies that can turn wasted heat into electricity and detect harmful gases with high accuracy. The research uses computer simulations and machine-learning models to predict how materials behave at the atomic level. The work will be carried out at Aalto University in close collaboration with internal partners. My previous work in this area gives me a strong foundation to carry out the project effectively. The results will support safer environments, cleaner energy systems, and contribute to the UN Sustainable Development Goals.

2026

2030