Taylor D. Sparks

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Anton O. OliynykAssistant Professor, Manhattan CollegeVerified email at manhattan.edu
Leila GhadbeigiUniversity of UtahVerified email at utah.edu
Michael W GaultoisLeverhulme Research Centre for Functional Materials DesignVerified email at liverpool.ac.uk
Jakoah BrgochAssociate Professor at the University of HoustonVerified email at central.uh.edu
David R. ClarkeProfessor of Materials and Applied Physics, Harvard UniversityVerified email at seas.harvard.edu
Ram SeshadriFred and Linda R. Wudl Distinguished Professor of Materials Science at UC Santa BarbaraVerified email at mrl.ucsb.edu
Aria Mansouri TehraniMITVerified email at mit.edu
Su Kong ChongPhD, UCLAVerified email at g.ucla.edu
Bryce MeredigCSO, Citrine InformaticsVerified email at u.northwestern.edu
Vikram DeshpandeAssistant Professor, University of UtahVerified email at physics.utah.edu
Lowell MiyagiAssociate Professor Geology and Geophysics, University of UtahVerified email at utah.edu
John McLennanProfessor of Chemical EngineeringVerified email at chemeng.utah.edu
Michael A. (Mike) ScarpullaAssociate Professor, MSE & ECE, University of UtahVerified email at utah.edu
Christopher K. H. BorgSolutions Engineer, Citrine InformaticsVerified email at citrine.io
WEI PANTsinghuaVerified email at mails.tsinghua.edu.cn
Greg MulhollandCEO, Citrine InformaticsVerified email at citrine.io
Shadi Al khateebAl-Balqa Applied University / Associate ProfessorVerified email at bau.edu.jo
Erin AntonoCitrine InformaticsVerified email at citrine.io
Bethany LettiereGraduate Student, Massachusetts Institute of TechnologyVerified email at mit.edu
Laura SchelhasNational Renewable Energy LaboratoryVerified email at nrel.gov

Taylor D. Sparks

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

Verified email at eng.utah.edu - Homepage

materials science machine learning materials informatics thermal conductivity electronic materials


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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	405	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	277	2016
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), 021303, 2018	228	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	210	2018
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	164	2020
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), 053213, 2016	150	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	135	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	109	2016
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	103	2018
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	99	2015
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	99	2011
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	71	2018
Magnetocapacitance as a sensitive probe of magnetostructural changes in NiCr 2 O 4 TD Sparks, MC Kemei, PT Barton, R Seshadri, ED Mun, VS Zapf Physical Review B 89 (2), 024405, 2014	68	2014
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	68	2010
Can machine learning find extraordinary materials? SK Kauwe, J Graser, R Murdock, TD Sparks Computational Materials Science 174, 109498, 2020	59	2020
Compositionally restricted attention-based network for materials property predictions AYT Wang, SK Kauwe, RJ Murdock, TD Sparks Npj Computational Materials 7 (1), 77, 2021	58	2021
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	58	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	46	2018
Perspective: interactive material property databases through aggregation of literature data R Seshadri, TD Sparks APL Materials 4 (5), 053206, 2016	41	2016
Data-driven studies of li-ion-battery materials SK Kauwe, TD Rhone, TD Sparks Crystals 9 (1), 54, 2019	38	2019

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