Armi Tiihonen
Postdoctoral Researcher
Postdoctoral Researcher
T304 Dept. Applied Physics
Full researcher profile
https://research.aalto.fi/...
Sähköposti
[email protected]
Puhelinnumero
+358504683431
Osaamisalueet
Dye sensitized solar cells, stability, perovskite solar cells, 114 Physical sciences
Tutkimusryhmät
- Computational Electronic Structure Theory, Postdoctoral Researcher
Julkaisut
Learning relevant contextual variables within Bayesian optimization
Julien Martinelli, Ayush Bharti, Armi Tiihonen, S. T. John, Louis Filstroff, Sabina J. Sloman, Patrick Rinke, Samuel Kaski
2024
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence
Using scalable computer vision to automate high-throughput semiconductor characterization
Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi
2024
Nature Communications
An open-source environmental chamber for materials-stability testing using an optical proxy
Rodolfo Keesey, Armi Tiihonen, Alexander E. Siemenn, Thomas W. Colburn, Shijing Sun, Noor Titan Putri Hartono, James Serdy, Margaret Zeile, Keqing He, Cole A. Gurtner, Austin C. Flick, Clio Batali, Alex Encinas, Richa R. Naik, Zhe Liu, Felipe Oviedo, I. Marius Peters, Janak Thapa, Siyu Isaac Parker Tian, Reinhold H. Dauskardt, Alexander J. Norquist, Tonio Buonassisi
2023
Digital Discovery
Predictive Modeling of Dye Solar Cell Degradation
Aapo Poskela, Armi Tiihonen, Heikki Palonen, Peter D. Lund, Kati Miettunen
2022
Solar RRL
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
Qiaohao Liang, Aldair E. Gongora, Zekun Ren, Armi Tiihonen, Zhe Liu, Shijing Sun, James R. Deneault, Daniil Bash, Flore Mekki-Berrada, Saif A. Khan, Kedar Hippalgaonkar, Benji Maruyama, Keith A. Brown, John Fisher, Tonio Buonassisi
2021
npj Computational Materials
Extreme sensitivity of dye solar cells to UV-induced degradation
Aapo Poskela, Kati Miettunen, Armi Tiihonen, Peter D. Lund
2021
Energy Science & Engineering
Biocarbon from brewery residues as a counter electrode catalyst in dye solar cells
Armi Tiihonen, Virpi Siipola, Katja Lahtinen, Heikki Pajari, Petri Widsten, Tarja Tamminen, Tanja Kallio, Kati Miettunen
2021
Electrochimica Acta
Capping Layers Design Guidelines for Stable Perovskite Solar Cells via Machine Learning
Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marron, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
2020
2020 47th IEEE Photovoltaic Specialists Conference, PVSC 2020
How machine learning can help select capping layers to suppress perovskite degradation
Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
2020
Nature Communications
Testing dye-sensitized solar cells in harsh northern outdoor conditions
Sakari Lepikko, Kati Miettunen, Aapo Poskela, Armi Tiihonen, Peter D. Lund
2018
Energy Science and Engineering