Atomistic calculations and materials informatics: A review
Ward, Logan, Wolverton, Chris
Published in Current opinion in solid state & materials science (01.06.2017)
Published in Current opinion in solid state & materials science (01.06.2017)
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Journal Article
A general-purpose machine learning framework for predicting properties of inorganic materials
Ward, Logan, Agrawal, Ankit, Choudhary, Alok, Wolverton, Christopher
Published in npj computational materials (26.08.2016)
Published in npj computational materials (26.08.2016)
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Journal Article
A machine learning approach for engineering bulk metallic glass alloys
Ward, Logan, O'Keeffe, Stephanie C., Stevick, Joseph, Jelbert, Glenton R., Aykol, Muratahan, Wolverton, Chris
Published in Acta materialia (15.10.2018)
Published in Acta materialia (15.10.2018)
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Journal Article
ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition
Jha, Dipendra, Ward, Logan, Paul, Arindam, Liao, Wei-keng, Choudhary, Alok, Wolverton, Chris, Agrawal, Ankit
Published in Scientific reports (04.12.2018)
Published in Scientific reports (04.12.2018)
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Journal Article
Matminer: An open source toolkit for materials data mining
Ward, Logan, Dunn, Alexander, Faghaninia, Alireza, Zimmermann, Nils E.R., Bajaj, Saurabh, Wang, Qi, Montoya, Joseph, Chen, Jiming, Bystrom, Kyle, Dylla, Maxwell, Chard, Kyle, Asta, Mark, Persson, Kristin A., Snyder, G. Jeffrey, Foster, Ian, Jain, Anubhav
Published in Computational materials science (01.09.2018)
Published in Computational materials science (01.09.2018)
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Journal Article
Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments
Ren, Fang, Ward, Logan, Williams, Travis, Laws, Kevin J, Wolverton, Christopher, Hattrick-Simpers, Jason, Mehta, Apurva
Published in Science advances (01.04.2018)
Published in Science advances (01.04.2018)
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Journal Article
Challenges and Advances in Information Extraction from Scientific Literature: a Review
Hong, Zhi, Ward, Logan, Chard, Kyle, Blaiszik, Ben, Foster, Ian
Published in JOM (1989) (01.11.2021)
Published in JOM (1989) (01.11.2021)
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Journal Article
Enabling deeper learning on big data for materials informatics applications
Jha, Dipendra, Gupta, Vishu, Ward, Logan, Yang, Zijiang, Wolverton, Christopher, Foster, Ian, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Published in Scientific reports (19.02.2021)
Published in Scientific reports (19.02.2021)
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Journal Article
Can machine learning identify the next high-temperature superconductor? Examining extrapolation performance for materials discovery
Meredig, Bryce, Antono, Erin, Church, Carena, Hutchinson, Maxwell, Ling, Julia, Paradiso, Sean, Blaiszik, Ben, Foster, Ian, Gibbons, Brenna, Hattrick-Simpers, Jason, Mehta, Apurva, Ward, Logan
Published in Molecular systems design & engineering (08.10.2018)
Published in Molecular systems design & engineering (08.10.2018)
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Journal Article
A comparison of predictors for mortality and bacteraemia in patients suspected of infection
Andreassen, Steen, Møller, Jens Kjølseth, Eliakim-Raz, Noa, Lisby, Gorm, Ward, Logan
Published in BMC infectious diseases (23.08.2021)
Published in BMC infectious diseases (23.08.2021)
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Journal Article
Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data
Valik, John Karlsson, Ward, Logan, Tanushi, Hideyuki, Johansson, Anders F., Färnert, Anna, Mogensen, Mads Lause, Pickering, Brian W., Herasevich, Vitaly, Dalianis, Hercules, Henriksson, Aron, Nauclér, Pontus
Published in Scientific reports (20.07.2023)
Published in Scientific reports (20.07.2023)
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Journal Article
Data‐driven glass/ceramic science research: Insights from the glass and ceramic and data science/informatics communities
De Guire, Eileen, Bartolo, Laura, Brindle, Ross, Devanathan, Ram, Dickey, Elizabeth C., Fessler, Justin, French, Roger H., Fotheringham, Ulrich, Harmer, Martin, Lara‐Curzio, Edgar, Lichtner, Sarah, Maillet, Emmanuel, Mauro, John, Mecklenborg, Mark, Meredig, Bryce, Rajan, Krishna, Rickman, Jeffrey, Sinnott, Susan, Spahr, Charlie, Suh, Changwon, Tandia, Adama, Ward, Logan, Weber, Rick
Published in Journal of the American Ceramic Society (01.11.2019)
Published in Journal of the American Ceramic Society (01.11.2019)
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Journal Article
Machine learned synthesizability predictions aided by density functional theory
Lee, Andrew, Sarker, Suchismita, Saal, James E., Ward, Logan, Borg, Christopher, Mehta, Apurva, Wolverton, Christopher
Published in Communications materials (12.10.2022)
Published in Communications materials (12.10.2022)
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Journal Article
Emergency Call versus General Practitioner Requested Ambulances - Patient Mortality, Disease Severity and Pattern
Søvsø, Morten Breinholt, Haurum, Rasmine Birch, Ebbesen, Trine Hagelskær, Rasmussen, Ann Øster, Ward, Logan Morgan, Mogensen, Mads Lause, Christensen, Erika Frischknecht, Lindskou, Tim Alex
Published in Clinical epidemiology (31.07.2024)
Published in Clinical epidemiology (31.07.2024)
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Journal Article
Models and Processes to Extract Drug-like Molecules From Natural Language Text
Hong, Zhi, Pauloski, J Gregory, Ward, Logan, Chard, Kyle, Blaiszik, Ben, Foster, Ian
Published in Frontiers in molecular biosciences (30.08.2021)
Published in Frontiers in molecular biosciences (30.08.2021)
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