Armi Tiihonen

According to our database, Armi Tiihonen authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Virtual Laboratories: Domain-agnostic workflows for research.

Carlos Sevilla-Salcedo, Armi Tiihonen, Mahsa Asadi, Kevin Sebastian Luck, Aras Umut Erarslan, Arto Klami, Samuel Kaski

CoRR, July, 2025

Batch Bayesian Optimization for High-Dimensional Experimental Design: Simulation and Visualization.

Imon Mia, Armi Tiihonen, Anna Ernst, Anusha Srivastava, Tonio Buonassisi, William G. Vandenberghe, Julia W. P. Hsu

CoRR, April, 2025

2024

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

Proceedings of the Uncertainty in Artificial Intelligence, 2024

2023

Cost-aware learning of relevant contextual variables within Bayesian optimization.

Julien Martinelli, Ayush Bharti, S. T. John, Armi Tiihonen, Sabina Sloman, Louis Filstroff, Samuel Kaski

CoRR, 2023

Vision-driven Autocharacterization of Perovskite Semiconductors.

Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi

CoRR, 2023

2021

Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up.

Rishi E. Kumar, Armi Tiihonen, Shijing Sun, David P. Fenning, Zhe Liu, Tonio Buonassisi

CoRR, 2021

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 III, Tonio Buonassisi

CoRR, 2021