Accelerate materials development using Machine learning: from Photovoltaic to other functional materials

بواسطة REN ZEKUN
منشور في 2021

Predicting synthesizability using machine learning on databases of existing inorganic materials

بواسطة Zhu, Ruiming, Tian, Siyu Isaac Parker, Ren, Zekun, Li, Jiali, Buonassisi, Tonio, Hippalgaonkar, Kedar
منشور في 2023

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

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

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

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

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

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

A modeling framework for optimizing current density in four-terminal tandem solar cells: A case study on GaAs/Si tandem

بواسطة LIU ZHE, REN ZEKUN, LIU HAOHUI, NASIM SAHRAEI KHANGHAH, LIN FEN, ROLF ARNOLD STANGL, ABERLE,ARMIN GERHARD, Buonassisi, T, IAN MARIUS PETERS
منشور في 2020

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

بواسطة 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
منشور في 2020

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

بواسطة 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
منشور في 2020

Two-step machine learning enables optimized nanoparticle synthesis

بواسطة 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
منشور في 2021

Two-step machine learning enables optimized nanoparticle synthesis

بواسطة 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
منشور في 2022

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

بواسطة 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
منشور في 2022

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

بواسطة 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
منشور في 2023

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

بواسطة 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
منشور في 2021

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

بواسطة 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
منشور في 2023

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

بواسطة 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
منشور في 2022