Taylor D. Sparks

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Leila GhadbeigiUniversity of UtahCorreu electrònic verificat a utah.edu
Michael W GaultoisLeverhulme Research Centre for Functional Materials DesignCorreu electrònic verificat a liverpool.ac.uk
Jakoah BrgochAssociate Professor at the University of HoustonCorreu electrònic verificat a central.uh.edu
David R. ClarkeProfessor of Materials and Applied Physics, Harvard UniversityCorreu electrònic verificat a seas.harvard.edu
Ram SeshadriFred and Linda R. Wudl Distinguished Professor of Materials Science at UC Santa BarbaraCorreu electrònic verificat a mrl.ucsb.edu
Bryce MeredigTravertine Labs & Northwestern UniversityCorreu electrònic verificat a northwestern.edu
Aria Mansouri TehraniMITCorreu electrònic verificat a mit.edu
Su Kong ChongPhD, UCLACorreu electrònic verificat a g.ucla.edu
Vikram DeshpandeAssociate Professor, University of UtahCorreu electrònic verificat a physics.utah.edu
John McLennanProfessor of Chemical EngineeringCorreu electrònic verificat a chemeng.utah.edu
Lowell MiyagiProfessor Geology and Geophysics, University of UtahCorreu electrònic verificat a utah.edu
Shadi Al khateebAl-Balqa Applied University / Associate ProfessorCorreu electrònic verificat a bau.edu.jo
Michael A. (Mike) ScarpullaProfessor, MSE & ECE, University of UtahCorreu electrònic verificat a utah.edu
Christopher K. H. BorgSolutions Engineer @ Snorkel AICorreu electrònic verificat a snorkel.ai
Greg MulhollandCEO, Citrine InformaticsCorreu electrònic verificat a citrine.io
Erin AntonoCitrine InformaticsCorreu electrònic verificat a citrine.io
Laura SchelhasNational Renewable Energy LaboratoryCorreu electrònic verificat a nrel.gov
Eric TobererProfessor of Physics; Director of Materials Science Program, Colorado School of MinesCorreu electrònic verificat a mines.edu
Kirill A. KovnirIowa State University, Department of ChemistryCorreu electrònic verificat a iastate.edu
Alexandra ZevalkinkMichigan State UniversityCorreu electrònic verificat a msu.edu

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Taylor D. Sparks

Professor of Materials Science and Engineering University of Utah, Salt Lake City, UT

Correu electrònic verificat a eng.utah.edu - Pàgina d'inici

materials science machine learning materials informatics thermal conductivity electronic


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Data-driven review of thermoelectric materials: Performance and resource considerations MW Gaultois, TD Sparks, CKH Borg, R Seshadri, WD Bonificio, DR Clarke Chemistry of Materials 25 (15), 2911-2920, 2013	520	2013
High-throughput machine-learning-driven synthesis of full-Heusler compounds AO Oliynyk, E Antono, TD Sparks, L Ghadbeigi, MW Gaultois, B Meredig, ... Chemistry of Materials 28 (20), 7324-7331, 2016	385	2016
Machine learning for materials scientists: an introductory guide toward best practices AYT Wang, RJ Murdock, SK Kauwe, AO Oliynyk, A Gurlo, J Brgoch, ... Chemistry of Materials 32 (12), 4954-4965, 2020	366	2020
A practical field guide to thermoelectrics: Fundamentals, synthesis, and characterization A Zevalkink, DM Smiadak, JL Blackburn, AJ Ferguson, ML Chabinyc, ... Applied Physics Reviews 5 (2), 2018	327	2018
Machine learning directed search for ultraincompressible, superhard materials A Mansouri Tehrani, AO Oliynyk, M Parry, Z Rizvi, S Couper, F Lin, ... Journal of the American Chemical Society 140 (31), 9844-9853, 2018	320	2018
Perspective: Web-based machine learning models for real-time screening of thermoelectric materials properties MW Gaultois, AO Oliynyk, A Mar, TD Sparks, GJ Mulholland, B Meredig Apl Materials 4 (5), 2016	205	2016
Machine learning and energy minimization approaches for crystal structure predictions: a review and new horizons J Graser, SK Kauwe, TD Sparks Chemistry of Materials 30 (11), 3601-3612, 2018	195	2018
Compositionally restricted attention-based network for materials property predictions AYT Wang, SK Kauwe, RJ Murdock, TD Sparks Npj Computational Materials 7 (1), 77, 2021	192	2021
Stable, heat-conducting phosphor composites for high-power laser lighting C Cozzan, G Lheureux, N O’Dea, EE Levin, J Graser, TD Sparks, ... ACS applied materials & interfaces 10 (6), 5673-5681, 2018	156	2018
Data mining our way to the next generation of thermoelectrics TD Sparks, MW Gaultois, A Oliynyk, J Brgoch, B Meredig Scripta Materialia 111, 10-15, 2016	134	2016
Thermal conductivity of the gadolinium calcium silicate apatites: Effect of different point defect types Z Qu, TD Sparks, W Pan, DR Clarke Acta Materialia 59 (10), 3841-3850, 2011	128	2011
Performance and resource considerations of Li-ion battery electrode materials L Ghadbeigi, JK Harada, BR Lettiere, TD Sparks Energy & Environmental Science 8 (6), 1640-1650, 2015	116	2015
Machine learning prediction of heat capacity for solid inorganics SK Kauwe, J Graser, A Vazquez, TD Sparks Integrating Materials and Manufacturing Innovation 7, 43-51, 2018	105	2018
Can machine learning find extraordinary materials? SK Kauwe, J Graser, R Murdock, TD Sparks Computational Materials Science 174, 109498, 2020	93	2020
Magnetocapacitance as a sensitive probe of magnetostructural changes in TD Sparks, MC Kemei, PT Barton, R Seshadri, ED Mun, VS Zapf Physical Review B 89 (2), 024405, 2014	80	2014
Is Domain Knowledge Necessary for Machine Learning Materials Properties? RJ Murdock, AYT Kauwe, Steven K., Wang, TD Sparks Integrating Materials and Manufacturing Innovation, 221-227, 2020	72	2020
Ceria (Sm3+, Nd3+)/carbonates composite electrolytes with high electrical conductivity at low temperature W Liu, Y Liu, B Li, TD Sparks, X Wei, W Pan Composites Science and Technology 70 (1), 181-185, 2010	70	2010
Anisotropic Thermal Diffusivity and Conductivity of La‐Doped Strontium Niobate Sr2Nb2O7 TD Sparks, PA Fuierer, DR Clarke Journal of the American Ceramic Society 93 (4), 1136-1141, 2010	69	2010
Cold temperature performance of phase change material based battery thermal management systems L Ghadbeigi, B Day, K Lundgren, TD Sparks Energy Reports 4, 303-307, 2018	68	2018
The sustainable materials roadmap M Titirici, SG Baird, TD Sparks, SM Yang, A Brandt-Talbot, O Hosseinaei, ... Journal of physics: Materials 5 (3), 032001, 2022	59	2022

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