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