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Taylor D. Sparks

Utah System of Higher Education

35H-index
273Paper Count
5.8KCitation Count
Published Papers 88
Publication Date
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Data-Driven Electrochemistry Reveals the Impact of Hydrophobicity on Aptamer Cross-Reactivity
errACS Measurement Science Au
IF9
err2026-05-20
err0
errOAAI
errEmily Carroll; Michael A. Pence; Elizabeth Winterholler; Taylor D. Sparks; Shelley D. Minteer
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errSave
KnowMat: An Agentic Approach to Transforming Unstructured Materials Science Literature into Structured Data
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-05-16
err0
PREAI
errHasan M. Sayeed; Casey Clark; Trupti Mohanty; Taylor D. Sparks
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errSave
2026 roadmap toward sustainable thermoelectrics
errJournal of Physics-Energy
IF6.3
err2026-03-31
err2
PREAI
errBos, Jan-Willem G.; Mohanty, Trupti; Sparks, Taylor D.; Xie, Wenjie; Weidenkaff, Anke; Grasso, Salvatore; Zhang, Ruizhi; Reece, Michael J.; Wang, Teng; Son, Jae Sung; Akbar, Samina; Nandhakumar, Iris; Tuley, Richard; Koz, Cevriye; He, Ran; Ying, Pingjun; Bahrami, Amin; Pacheco, Vicente; Nielsch, Kornelius; Grau-Crespo, Ricardo; Antunes, Luis M.; Butler, Keith T.; Neophytou, Neophytos; Dutt, Rajeev; Sahni, Bhawna; Chauhan, Nagendra Singh; Mori, Takao; Parzer, M.; Garmroudi, F.; Riss, A.; Bauer, E.; Zeng, Chongyang; Bilotti, Emiliano; You, Chang; Fenwick, Oliver; Vaqueiro, Paz; Guilmeau, Emmanuel; Das, Animesh; Biswas, Kanishka; Liu, Yu; Fu, Chenguang; Zhu, Tiejun; Rogl, Gerda; Rogl, Peter; Mangelis, Panagiotis; Kyratsi, Theodora; Funahashi, Ryoji
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errSave
Revolutionizing Scientific Figure Decoding: Benchmarking LLM Data Extraction Performance
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-03-01
err0
PREAI
errTuran, Ivan; Sparks, Taylor D.
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errSave
CrysText: A Generative AI Approach for Text-Conditioned Crystal Structure Generation Using LLM
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-03-01
err1
PREAI
errMohanty, Trupti; Mehta, Maitrey; Sayeed, Hasan M.; El Oded, Bat; Pitussi, Itay; Borenstein, Arie; Srikumar, Vivek; Sparks, Taylor D.
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errSave
Tips and Tricks for Improving Scientific Communication
errJOM
IF2.3
err2026-03-01
err0
PREAI
errSparks, Taylor
errShare
errSave
Systematically Verified Experimental Thermoelectric Dataset For Data-driven Approaches
errIntegrating Materials and Manufacturing Innovation
IF2.5
err2026-03-01
err1
PREAI
errTang, Leng Ze; Purdy, Layla; Mohanty, Trupti; Ng, Leonard W. T.; Sparks, Taylor D.
errShare
errSave
Sample-efficient active learning for materials informatics using integrated posterior variance
errComputational Materials Science
IF3.3
err2026-02-09
err0
errOAAI
errRamsey Issa; Said Hamad; Ricardo Grau-Crespo; Emad Awad; Taylor D. Sparks
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errSave
Capturing local compositional fluctuations in NMR modelling of solid solutions
errChem. Sci.
IF7.4
err2025-10-23
err0
errOAAI
errRicardo Grau-Crespo; Said Hamad; Salvador R. G. Balestra; Ramsey Issa; Taylor D. Sparks; Arantxa Fernandes; Ben L. Griffiths; Robert F. Moran; David McKay; Sharon E. Ashbrook
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errSave
Mutual information informed novelty estimation of materials along chemical and structural axes
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errAndrew R. Falkowski; Taylor D. Sparks
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errSave
Integration of generative machine learning with the heuristic crystal structure prediction code FUSE
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err2
errOAAI
errCollins, Christopher M.; Sayeed, Hasan M.; Darling, George R.; Claridge, John B.; Sparks, Taylor D.; Rosseinsky, Matthew J.
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errSave
Sampling latent material-property information from LLM-derived embedding representations
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2024-12-01
err0
errOAAI
errGilligan, Luke P. J.; Cobelli, Matteo; Sayeed, Hasan M.; Sparks, Taylor D.; Sanvito, Stefano
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errSave
Insights and Innovations from the SSMCDAT 2023: Bridging Solid-State Materials Chemistry and Data Science
errCHEMISTRY OF MATERIALS
IF7
err2024-06-11
err0
errOAAI
errSparks, Taylor D.; Curtis, Frank E.; Fredrickson, Daniel C.; Benedek, Nicole A.
errShare
errSave
NLP meets materials science: Quantifying the presentation of materials data in literature
errMATTER
IF17.5
err2024-03-01
err4
PREAI
errSayeed, Hasan M.; Smallwood, Wade; Baird, Sterling G.; Sparks, Taylor D.
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errSave
Generative adversarial networks and diffusion models in material discovery
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err25
errOAAI
errAlverson, Michael; Baird, Sterling G.; Murdock, Ryan; Ho, (Enoch) Sin-Hang; Johnson, Jeremy; Sparks, Taylor D.
errShare
errSave
Review of low-cost self-driving laboratories in chemistry and materials science: the frugal twin concept
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err15
errOAAI
errLo, Stanley; Baird, Sterling G.; Schrier, Joshua; Blaiszik, Ben; Carson, Nessa; Foster, Ian; Aguilar-Granda, Andres; Kalinin, Sergei V.; Maruyama, Benji; Politi, Maria; Tran, Helen; Sparks, Taylor D.; Aspuru-Guzik, Alan
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errSave
Not as simple as we thought: a rigorous examination of data aggregation in materials informatics
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err3
errOAAI
errOttomano, Federico; De Felice, Giovanni; Gusev, Vladimir V.; Sparks, Taylor D.
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errSave
Tales from Sabbatical III: Coming home
errMATTER
IF17.5
err2023-12-01
err0
PREAI
errSparks, Taylor D.
errShare
errSave
Discovering chemically novel, high-temperature superconductors
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-09-01
err6
errOAAI
errSeegmiller, Colton C.; Baird, Sterling G.; Sayeed, Hasan M.; Sparks, Taylor D.
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errSave
Compactness matters: Improving Bayesian optimization efficiency of materials formulations through invariant search spaces
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-05-01
err9
errOAAI
errBaird, Sterling G.; Hall, Jason R.; Sparks, Taylor D.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Takashi Taniguchi
H-index: 198 · Papers: 5.5K
俞
俞书宏 (Shu‐Hong Yu)
H-index: 185 · Papers: 1.1K
G
G. Jeffrey Snyder
H-index: 144 · Papers: 942
S
Steven P. DenBaars
H-index: 126 · Papers: 1.5K
D
David A. Muller
H-index: 125 · Papers: 1.1K
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