Daniil Bash

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2019
Позовавания	349	348
h-индекс	7	7
i10-индекс	7	7

140

105

20182019202020212022202320241 3 16 46 95 132 53

Публичен достъп

Преглед на всички

7 статии

0 статии

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Kedar HippalgaonkarNanyang Technological University (MSE), A*STAR (IMRE)Потвърден имейл адрес: ntu.edu.sg
Tonio BuonassisiMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
ZEKUN RENSingapore MIT Alliance for Research and TechnologyПотвърден имейл адрес: smart.mit.edu
Siyu Isaac Parker TianPhD, National University of SingaporeПотвърден имейл адрес: u.nus.edu
Qianxiao LiAssistant Professor, Department of Mathematics and Institute for Functional Intelligent MaterialsПотвърден имейл адрес: nus.edu.sg
Saif A KhanProfessor, National University of SingaporeПотвърден имейл адрес: nus.edu.sg
Zhe LiuMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Vijila ChellappanInstitute of Materials Research and Engineering (IMRE), A*Star, SingaporeПотвърден имейл адрес: imre.a-star.edu.sg
Yee-Fun LimInstitute of Sustainability for Chemicals, Energy and EnvironmentПотвърден имейл адрес: isce2.a-star.edu.sg
Jose Recatala-GomezNanyang Technological UniversityПотвърден имейл адрес: ntu.edu.sg
Xiaonan Wang (王笑楠)Tsinghua University & National University of SingaporeПотвърден имейл адрес: nus.edu.sg
Qiaohao LiangMassachusetts Institute of TechnologyПотвърден имейл адрес: mit.edu
Ady SuwardiVice-Chancellor Assistant Professor, The Chinese University of Hong Kong (CUHK), Hong KongПотвърден имейл адрес: cuhk.edu.hk
Jayce JW ChengResearch Scientist, Institute of Materials Science and EngineeringПотвърден имейл адрес: imre.a-star.edu.sg

Следене

Daniil Bash

National University of Singapore

Потвърден имейл адрес: u.nus.edu

materials science


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
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	109	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	94*	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	61	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	38*	2021
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	16	2018
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	13	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	12	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 2 (2), 481-488, 2023	3	2023
Transfer Learning for Rapid Extraction of Thickness from Optical Spectra of Semiconductor Thin Films. S TIAN, Z Ren, S Venkataraj, Y Cheng, D Bash, F Oviedo, J Senthilnath, ... ArXiv 2207, 02209, 2022	2	2022
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	1	2022
Correction: Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films SIP Tian, Z Ren, S Venkataraj, Y Cheng, D Bash, F Oviedo, J Senthilnath, ... Digital Discovery, 2024		2024
Machine learning based feature engineering for thermoelectric materials by design US Vaitesswar, D Bash, T Huang, J Recatala-Gomez, T Deng, SW Yang, ... Digital Discovery 3 (1), 210-220, 2024		2024
Tackling data scarcity with transfer learning: a case study of thickness characterization from optical spectra of perovskite thin films SIP Tian, Z Ren, S Venkataraj, Y Cheng, D Bash, F Oviedo, J Senthilnath, ... Digital Discovery 2 (5), 1334-1346, 2023		2023
OPTIMIZATION OF COMPOSITION AND PROPERTIES OF HYBRID ELECTRONIC COMPOSITES USING MACHINE LEARNING-ASSISTED HIGH-THROUGHPUT EXPERIMENTS D BASH		2022
Mass Balance Integration with the Opentrons OT-2 Robot A Chitre, D Bash, J Cheng, AA Lapkin, K Hippalgaonkar

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