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Armi Tiihonen

applied physics

16H-index
68Paper Count
1.3KCitation Count
Published Papers 28
Publication Date
Multi-variable batch Bayesian optimization in materials research: Synthetic data analysis of noise sensitivity and problem landscape effects
err2026-02-26
err0
errOAAI
errImon Mia; Armi Tiihonen; Anna Ernst; Anusha Srivastava; Tonio Buonassisi; William Vandenberghe; Julia W. P. Hsu
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Multi-objective Bayesian Optimization with Human-in-the-Loop for Flexible Neuromorphic Electronics Fabrication
err2026-01-07
err0
PREAI
errBenius Dunn; Javier Meza-Arroyo; Armi Tiihonen; Mark Lee; Julia W.P. Hsu
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Using scalable computer vision to automate high-throughput semiconductor characterization
err2024-06-11
err1
errOAAI
errSiemenn, Alexander E.; Aissi, Eunice; Sheng, Fang; Tiihonen, Armi; Kavak, Hamide; Das, Basita; Buonassisi, Tonio
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An open-source environmental chamber for materials-stability testing using an optical proxy
err2023-01-01
err28
errOAAI
errKeesey, Rodolfo; Tiihonen, Armi; Siemenn, Alexander E.; Colburn, Thomas W.; Sun, Shijing; Hartono, Noor Titan Putri; Serdy, James; Zeile, Margaret; He, Keqing; Gurtner, Cole A.; Flick, Austin C.; Batali, Clio; Encinas, Alex; Naik, Richa R.; Liu, Zhe; Oviedo, Felipe; Peters, I. Marius; Thapa, Janak; Parker Tian, Siyu Isaac; Dauskardt, Reinhold H.; Norquist, Alexander J.; Buonassisi, Tonio
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Opportunities for machine learning to accelerate halide-perovskite commercialization and scale-up
errMATTER
IF17.5
err2022-05-01
err16
errOAAI
errKumar, Rishi E.; Tiihonen, Armi; Sun, Shijing; Fenning, David P.; Liu, Zhe; Buonassisi, Tonio
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Discovering equations that govern experimental materials stability under environmental stress using scientific machine learning
err2022-04-20
err11
errOAAI
errNaik, Richa Ramesh; Tiihonen, Armi; Thapa, Janak; Batali, Clio; Liu, Zhe; Sun, Shijing; Buonassisi, Tonio
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Predictive Modeling of Dye Solar Cell Degradation
err2022-02-11
err5
errOAAI
errPoskela, Aapo; Tiihonen, Armi; Palonen, Heikki; Lund, Peter D.; Miettunen, Kati
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Tailoring capping-layer composition for improved stability of mixed-halide perovskites
err2022-01-01
err7
errOAAI
errHartono, Noor Titan Putri; Tremblay, Marie-Helene; Wieghold, Sarah; Dou, Benjia; Thapa, Janak; Tiihonen, Armi; Bulovic, Vladimir; Nienhaus, Lea; Marder, Seth R.; Buonassisi, Tonio; Sun, Shijing
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Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
err2021-11-18
err98
errOAAI
errLiang, Qiaohao; Gongora, Aldair E.; Ren, Zekun; Tiihonen, Armi; Liu, Zhe; Sun, Shijing; Deneault, James R.; Bash, Daniil; Mekki-Berrada, Flore; Khan, Saif A.; Hippalgaonkar, Kedar; Maruyama, Benji; Brown, Keith A.; Fisher Iii, John; Buonassisi, Tonio
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Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning
err2021-11-05
err22
errOAAI
errTiihonen, Armi; Cox-Vazquez, Sarah J.; Liang, Qiaohao; Ragab, Mohamed; Ren, Zekun; Hartono, Noor Titan Putri; Liu, Zhe; Sun, Shijing; Zhou, Cheng; Incandela, Nathan C.; Limwongyut, Jakkarin; Moreland, Alex S.; Jayavelu, Senthilnath; Bazan, Guillermo C.; Buonassisi, Tonio
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A data fusion approach to optimize compositional stability of halide perovskites
errMATTER
IF17.5
err2021-04-01
err92
errOAAI
errSun, Shijing; Tiihonen, Armi; Oviedo, Felipe; Liu, Zhe; Thapa, Janak; Zhao, Yicheng; Hartono, Noor Titan P.; Goyal, Anuj; Heumueller, Thomas; Batali, Clio; Encinas, Alex; Yoo, Jason J.; Li, Ruipeng; Ren, Zekun; Peters, I. Marius; Brabec, Christoph J.; Bawendi, Moungi G.; Stevanovic, Vladan; Fisher, John; Buonassisi, Tonio
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Biocarbon from brewery residues as a counter electrode catalyst in dye solar cells
err2021-02-01
err13
PREAI
errTiihonen, Armi; Siipola, Virpi; Lahtinen, Katja; Pajari, Heikki; Widsten, Petri; Tamminen, Tarja; Kallio, Tanja; Miettunen, Kati
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How machine learning can help select capping layers to suppress perovskite degradation (vol 11, 4172, 2020)
err2020-11-03
err4
errOAAI
errHartono, Noor Titan Putri; Thapa, Janak; Tiihonen, Armi; Oviedo, Felipe; Batali, Clio; Yoo, Jason J.; Liu, Zhe; Li, Ruipeng; Marron, David Fuertes; Bawendi, Moungi G.; Buonassisi, Tonio; Sun, Shijing
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Extreme sensitivity of dye solar cells to UV-induced degradation
err2020-09-09
err15
errOAAI
errPoskela, Aapo; Miettunen, Kati; Tiihonen, Armi; Lund, Peter D.
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How machine learning can help select capping layers to suppress perovskite degradation
err2020-08-20
err118
errOAAI
errHartono, Noor Titan Putri; Thapa, Janak; Tiihonen, Armi; Oviedo, Felipe; Batali, Clio; Yoo, Jason J.; Liu, Zhe; Li, Ruipeng; Fuertes Marron, David; Bawendi, Moungi G.; Buonassisi, Tonio; Sun, Shijing
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The state of external circuit affects the stability of dye-sensitized solar cells
err2018-06-01
err5
PREAI
errPoskela, Aapo; Miettunen, Kati; Tiihonen, Armi; Lund, Peter D.
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Testing dye-sensitized solar cells in harsh northern outdoor conditions
err2018-05-29
err13
errOAAI
errLepikko, Sakari; Miettunen, Kati; Poskela, Aapo; Tiihonen, Armi; Lund, Peter D.
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Recent progress in flexible dye solar cells
err2018-05-22
err19
PREAI
errMiettunen, Kati; Vapaavuori, Jaana; Poskela, Aapo; Tiihonen, Armi; Lund, Peter D.
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Critical analysis on the quality of stability studies of perovskite and dye solar cells
err2018-01-01
err33
errOAAI
errTiihonen, Armi; Miettunen, Kati; Halme, Janne; Lepikko, Sakari; Poskela, Aapo; Lund, Peter D.
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Long-Term Stability of Dye-Sensitized Solar Cells Assembled with Cobalt Polymer Gel Electrolyte
err2017-08-09
err33
PREAI
errSonai, Gabriela G.; Tiihonen, Armi; Miettunen, Kati; Lund, Peter D.; Nogueira, Ana F.
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