Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics

由 Hippalgaonkar, Kedar, Li, Qianxiao, Wang, Xiaonan, Fisher, John W., Kirkpatrick, James, Buonassisi, Tonio
出版 2023

Predicting synthesizability using machine learning on databases of existing inorganic materials

由 Zhu, Ruiming, Tian, Siyu Isaac Parker, Ren, Zekun, Li, Jiali, Buonassisi, Tonio, Hippalgaonkar, Kedar
出版 2023

A Worldwide Theoretical Comparison of Outdoor Potential for Various Silicon-Based Tandem Module Architecture

由 Liu, Haohui, Rodríguez-Gallegos, Carlos D, Liu, Zhe, Buonassisi, Tonio, Reindl, Thomas, Peters, Ian Marius
出版 2020

Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity

由 Bash, Daniil, Chenardy, Frederick Hubert, Ren, Zekun, Cheng, Jayce J., Buonassisi, Tonio, Oliveira, Ricardo, Kumar, Jatin N., Hippalgaonkar, Kedar
出版 2022

Sensitivity analysis for III-V/Si tandem solar cells: A theoretical study

由 Thway, Maung, Ren, Zekun, Liu, Zhe, Chua, Soo Jin, Aberle, Armin G, Buonassisi, Tonio, Peters, Ian Marius, Lin, Fen
出版 2020

Performance of silicon solar cells under filtered spectra and different light intensities

由 Thway, Maung, Sahraei, Nasim, Ren, Zekun, Chua, Soo Jin, Aberle, Armin G, Buonassisi, Tonio, Peters, Ian Marius, Lin, Fen
出版 2020

Ultra-thin GaAs double-junction solar cell with carbon-doped emitter

由 Ren, Zekun, Thway, Maung, Liu, Zhe, Wang, Yue, Ke, Cangming, Yaung, Kevin Nay, Wang, Bing, Tan, Chuan Seng, Lin, Fen, Aberle, Armin Gerhad, Buonassisi, Tonio, Peters, Ian Marius
出版 2020

Ultra-Thin GaAs Double-Junction Solar Cell With Carbon-Doped Emitter

由 Ren, Zekun, Thway, Maung, Liu, Zhe, Wang, Yue, Ke, Cangming, Yaung, Kevin N, Wang, Bing, Tan, Chuan Seng, Lin, Fen, Aberle, Armin G, Buonassisi, Tonio, Peters, Ian Marius
出版 2020

Two-step machine learning enables optimized nanoparticle synthesis

由 Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan
出版 2021

Two-step machine learning enables optimized nanoparticle synthesis

由 Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan
出版 2022

Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains

由 Liang, 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
出版 2022

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

由 Ren, Zekun, Tian, Isaac Parker Siyu, Noh, Juhwan, Oviedo, Felipe, Xing, Guangzong, Li, Jiali, Liang, Qiaohao, Zhu, Ruiming, Aberle, Armin G., Sun, Shijing, Wang, Xiaonan, Liu, Yi, Li, Qianxiao, Jayavelu, Senthilnath, Hippalgaonkar, Kedar, Jung, Yousung, Buonassisi, Tonio
出版 2023

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

由 REN ZEKUN, Tian, Siyu Isaac Parker, Noh, Juhwan, Oviedo, Felipe, Xing, Guangzong, JIALI LI, Liang, Qiaohao, Zhu, Ruiming, Armin Gerhard Aberle, Sun, Shijing, WANG XIAONAN, Liu, Yi, Li, Qianxiao, Jayavelu, Senthilnath, Hippalgaonkar, Kedar, Jung, Yousung, Buonassisi, Tonio
出版 2021

Developing a Robust Recombination Contact to Realize Monolithic Perovskite Tandems With Industrially Common p-Type Silicon Solar Cells

由 Hoye, Robert LZ, Bush, Kevin A, Oviedo, Felipe, Sofia, Sarah E, MAUNG THWAY, LI XINHANG, LIU ZHE, Jean, Joel, Mailoa, Jonathan P, Osherov, Anna, LIN FEN, Palmstrom, Axel F, Bulovic, Vladimir, McGehee, Michael D, IAN MARIUS PETERS, Buonassisi, Tonio
出版 2020

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

由 Tian, Siyu Isaac Parker, Ren, Zekun, Venkataraj, Selvaraj, Cheng, Yuanhang, Bash, Daniil, Oviedo, Felipe, Jayavelu, Senthilnath, Chellappan, Vijila, Lim, Yee-Fun, Aberle, Armin Gerhard, MacLeod, Benjamin P, Parlane, Fraser GL, Berlinguette, Curtis P, Li, Qianxiao, Buonassisi, Tonio, Liu, Zhe
出版 2023

Multi-fidelity high-throughput optimization of electrical conductivity in P3HT-CNT composites

由 Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Xu, Yang, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce J. W., Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A., Li, Qianxiao, Buonassisi, Tonio, Hippalgaonkar, Kedar
出版 2022