Daniil Bash
Daniil Bash
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Two-step machine learning enables optimized nanoparticle synthesis
F Mekki-Berrada, Z Ren, T Huang, WK Wong, F Zheng, J Xie, IPS Tian, ...
npj Computational Materials 7 (1), 55, 2021
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
Q Liang, AE Gongora, Z Ren, A Tiihonen, Z Liu, S Sun, JR Deneault, ...
npj Computational Materials 7 (1), 188, 2021
Inertial effective mass as an effective descriptor for thermoelectrics via data-driven evaluation
A Suwardi, D Bash, HK Ng, JR Gomez, DVM Repaka, P Kumar, ...
Journal of Materials Chemistry A 7 (41), 23762-23769, 2019
Multi‐Fidelity High‐Throughput Optimization of Electrical Conductivity in P3HT‐CNT Composites
D Bash, Y Cai, V Chellappan, SL Wong, X Yang, P Kumar, JD Tan, ...
Advanced Functional Materials 31 (36), 2102606, 2021
Synthesis of Bi‐and Polyfunctional Isoxazoles from Amino Acid Derived Halogenoximes and Active Methylene Nitriles
BA Chalyk, KV Hrebeniuk, KS Gavrilenko, OV Shablykin, OO Yanshyna, ...
European Journal of Organic Chemistry 2018 (22), 2753-2761, 2018
Predicting thermoelectric properties from crystal graphs and material descriptors-first application for functional materials
L Laugier, D Bash, J Recatala, HK Ng, S Ramasamy, CS Foo, ...
arXiv preprint arXiv:1811.06219, 2018
Accelerated automated screening of viscous graphene suspensions with various surfactants for optimal electrical conductivity
D Bash, FH Chenardy, Z Ren, JJW Cheng, T Buonassisi, R Oliveira, ...
Digital Discovery, 2022
Automated pipetting robot for proxy high-throughput viscometry of Newtonian fluids
BW Soh, A Chitre, WY Lee, D Bash, JN Kumar, K Hippalgaonkar
Digital Discovery, 2023
Extracting film thickness and optical constants from spectrophotometric data by evolutionary optimization
R Dutta, SIP Tian, Z Liu, M Lakshminarayanan, S Venkataraj, Y Cheng, ...
Plos one 17 (11), e0276555, 2022
Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films
SI Parker Tian, Z Ren, S Venkataraj, Y Cheng, D Bash, F Oviedo, ...
arXiv e-prints, arXiv: 2207.02209, 2022
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Articles 1–10