Daniil Bash

Two-step machine learning enables optimized nanoparticle synthesis

Flore Mekki‐Berrada, Zekun Ren, Tan Huang et al. · npj Computational Materials · 2021 · 211 citations · Full text

Nanoparticles, Artificial Intelligence, Engineering +18

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

Qiaohao Liang, Aldair E. Gongora, Zekun Ren et al. · npj Computational Materials · 2021 · 179 citations · Full text

Inertial effective mass as an effective descriptor for thermoelectrics <i>via</i> data-driven evaluation

Ady Suwardi, Daniil Bash, Hong Kuan Ng et al. · Journal of Materials Chemistry A · 2019 · 67 citations

Engineering, Measurement, Low Effective Mass +22

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

Daniil Bash, Yongqiang Cai, Vijila Chellappan et al. · Advanced Functional Materials · 2021 · 48 citations

Engineering, Thin Film Preparation, Computational Nanostructure Modeling +18

Machine learning based feature engineering for thermoelectric materials by design

U. S. Vaitesswar, Daniil Bash, Tan Huang et al. · Digital Discovery · 2024 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24