Daniil Bash - Publications, H-index & Citations

Daniil Bash

agency for science technology & research (a*star)

10H指数

23论文数

646被引数

收录论文 9

发表时间

Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films (vol 2, pg 1334, 2023)

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Parker Tian, Siyu Isaac; Ren, Zekun; Venkataraj, Selvaraj; Cheng, Yuanhang; Bash, Daniil; Oviedo, Felipe; Senthilnath, J.; Chellappan, Vijila; Lim, Yee-Fun; Aberle, Armin G.; Macleod, Benjamin P.; Parlane, Fraser G. L.; Berlinguette, Curtis P.; Li, Qianxiao; Buonassisi, Tonio; Liu, Zhe

Machine learning based feature engineering for thermoelectric materials by design 基于机器学习的热电材料特征工程设计

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

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

Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Tian, Siyu Isaac Parker; Ren, Zekun; Venkataraj, Selvaraj; Cheng, Yuanhang; Bash, Daniil; Oviedo, Felipe; Senthilnath, J.; Chellappan, Vijila; Lim, Yee-Fun; Aberle, Armin G.; Macleod, Benjamin P.; Parlane, Fraser G. L.; Berlinguette, Curtis P.; Li, Qianxiao; Buonassisi, Tonio; Liu, Zhe

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

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Soh, Beatrice W.; Chitre, Aniket; Lee, Wen Yang; Bash, Daniil; Kumar, Jatin N.; Hippalgaonkar, Kedar

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

DIGITAL DISCOVERY

IF5.6

2022-01-01

OAAI

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

Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains 跨多个实验材料科学领域对贝叶斯优化的性能进行基准测试

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-11-18

OAAI

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

Multi-Fidelity High-Throughput Optimization of Electrical Conductivity in P3HT-CNT Composites

ADVANCED FUNCTIONAL MATERIALS

IF19

2021-06-24

OAAI

Bash, Daniil; Cai, Yongqiang; Chellappan, Vijila; Wong, Swee Liang; Yang, Xu; 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, Qianxao; Buonassisi, Tonio; Hippalgaonkar, Kedar

Two-step machine learning enables optimized nanoparticle synthesis 两步机器学习实现优化的纳米粒子合成

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-04-20

123

OAAI

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

Inertial effective mass as an effective descriptor for thermoelectrics via data-driven evaluation

JOURNAL OF MATERIALS CHEMISTRY A

IF9.5

2019-01-01

PREAI

Suwardi, Ady; Bash, Daniil; Ng, Hong Kuan; Gomez, Jose Recatala; Repaka, D. V. Maheswar; Kumar, Pawan; Hippalgaonkar, Kedar

研究方向