نتائج البحث - "Daniil Bash"

المساهمون: Soh, Beatrice W [0000-0001-8399-5995], Chitre, Aniket [0000-0002-9670-6862], Bash, Daniil [0000-0001-8979-7228], Hippalgaonkar, Kedar [0000-0002-1270-9047], Apollo - University of Cambridge Repository

مصطلحات موضوعية: 46 Information and Computing Sciences, 4004 Chemical Engineering, 40 Engineering

وصف الملف: application/zip; application/pdf; text/xml

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0cd4cd871253e48dcc75f48741692ead

5

Extracting Thin-film Optical Parameters from Spectrophotometric Data by Evolutionary Optimization

المؤلفون: Rajdeep Dutta, Siyu Isaac Parker Tian, Zhe Liu, Selvaraj Venkataraj, Yuanhang Cheng, Daniil Bash, Tonio Buonassisi, Senthilnath Jayavelu

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::5205502130265609ca4d01242c9bf75e
https://doi.org/10.21203/rs.3.rs-1045573/v1

6

Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains

المؤلفون: Armi Tiihonen, John W. Fisher, Benji Maruyama, Aldair E. Gongora, Kedar Hippalgaonkar, Flore Mekki-Berrada, Tonio Buonassisi, Zhe Liu, Saif A. Khan, Qiaohao Liang, Daniil Bash, Shijing Sun, Zekun Ren, Keith A. Brown, James R. Deneault

المصدر: npj Computational Materials, Vol 7, Iss 1, Pp 1-10 (2021)

مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, Active learning (machine learning), FOS: Physical sciences, Machine learning, computer.software_genre, Field (computer science), Machine Learning (cs.LG), QA76.75-76.765, symbols.namesake, Surrogate model, General Materials Science, Computer software, Materials of engineering and construction. Mechanics of materials, Gaussian process, Condensed Matter - Materials Science, business.industry, Bayesian optimization, Materials Science (cond-mat.mtrl-sci), Function (mathematics), Computer Science Applications, Random forest, Range (mathematics), Mechanics of Materials, Modeling and Simulation, Physics - Data Analysis, Statistics and Probability, TA401-492, symbols, Artificial intelligence, business, computer, Data Analysis, Statistics and Probability (physics.data-an)

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5666907b95353455d90e05f53af6ea45
http://arxiv.org/abs/2106.01309

7

Two-step machine learning enables optimized nanoparticle synthesis

المؤلفون: Kedar Hippalgaonkar, Saif A. Khan, Xiaonan Wang, Senthilnath Jayavelu, Qianxiao Li, Daniil Bash, Zackaria Mahfoud, Flore Mekki-Berrada, Tonio Buonassisi, Tan Huang, Isaac Parker Siyu Tian, Fang Zheng, Wai Kuan Wong, Zekun Ren, Jiaxun Xie

المساهمون: School of Materials Science and Engineering

المصدر: npj Computational Materials, Vol 7, Iss 1, Pp 1-10 (2021)

مصطلحات موضوعية: Computer science, Microfluidics, 02 engineering and technology, Machine learning, computer.software_genre, 010402 general chemistry, 01 natural sciences, Absorbance, QA76.75-76.765, symbols.namesake, Sampling (signal processing), General Materials Science, Computer software, Materials of engineering and construction. Mechanics of materials, Gaussian process, Materials [Engineering], Artificial neural network, business.industry, Bayesian optimization, Palette (computing), 021001 nanoscience & nanotechnology, 0104 chemical sciences, Computer Science Applications, Mechanics of Materials, Modeling and Simulation, Yield (chemistry), TA401-492, symbols, Nanoparticles, Artificial intelligence, business, 0210 nano-technology, Biological system, computer, Computational Methods

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5157e15b5c3a97c296cd2bef74c82092
https://doi.org/10.1038/s41524-021-00520-w

Find this article in full text from ProQuest

8

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

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

المصدر: Journal of Materials Chemistry A. 7:23762-23769

مصطلحات موضوعية: Physics, Inertial frame of reference, Renewable Energy, Sustainability and the Environment, Doping, Fermi surface, 02 engineering and technology, General Chemistry, Power factor, 021001 nanoscience & nanotechnology, Thermoelectric materials, Engineering physics, Data-driven, Effective mass (solid-state physics), Condensed Matter::Superconductivity, Density of states, Condensed Matter::Strongly Correlated Electrons, General Materials Science, 0210 nano-technology

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::50924f21a7cdfdac1cae16625ba345c7
https://doi.org/10.1039/c9ta05967a

9

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

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

المساهمون: School of Materials Science and Engineering, Institute of Materials Research and Engineering, A*STAR

مصطلحات موضوعية: Condensed Matter - Materials Science, Materials [Engineering], Materials Science (cond-mat.mtrl-sci), FOS: Physical sciences, Physics - Applied Physics, Applied Physics (physics.app-ph), Electrical Conductivity, Graphene

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aef627dd4665c48eee8d0282ba4bdf40

10

Machine learning and high-throughput robust design of P3HT-CNT composite thin films for high electrical conductivity

المؤلفون: Tonio Buonassisi, Kedar Hippalgaonkar, Saif A. Khan, Jayce Jian Wei Cheng, Qianxiao Li, Flore Mekki-Berrada, Wai Kuan Wong, Chellappan Vijila, Pawan Kumar, Yongqiang Cai, Yang Xu, Jatin N. Kumar, Isaac Parker Siyu Tian, Jin Da Tan, Swee Liang Wong, Yee-Fun Lim, Daniil Bash, Anas Abutaha, Zekun Ren

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0d8842894a190b456584155c630b06c1

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