Automated pipetting robot for proxy high-throughput viscometry of Newtonian fluids

بواسطة Soh, Beatrice W., Chitre, Aniket, Lee, Wen Yang, Bash, Daniil, Kumar, Jatin N., Hippalgaonkar, Kedar
منشور في 2023

Machine learning based feature engineering for thermoelectric materials by design

بواسطة Vaitesswar, U. S., Bash, Daniil, Huang, Tan, Recatala-Gomez, Jose, Deng, Tianqi, Yang, Shuo-Wang, Wang, Xiaonan, Hippalgaonkar, Kedar
منشور في 2024

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

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

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