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Michael W. Gaultois

university of liverpool

31H-index
184Paper Count
4.4KCitation Count
Published Papers 75
Publication Date
Probabilistic Isolation of Crystalline Inorganic Phases
err2025-12-01
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PREAI
errRitchie, Daniel; Gaultois, Michael W.; Gusev, Vladimir V.; Kurlin, Vitaliy; Rosseinsky, Matthew J.; Dyer, Matthew S.
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Correction: Evidence of Cosmic Impact at Abu Hureyra, Syria at the Younger Dryas Onset (~ 12.8 ka): High-temperature melting at > 2200 °C
err2025-11-19
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errOAAI
errAndrew M. T. Moore; James P. Kennett; William M. Napier; Ted E. Bunch; James C. Weaver; Malcolm LeCompte; A. Victor Adedeji; Paul Hackley; Gunther Kletetschka; Robert E. Hermes; James H. Wittke; Joshua J. Razink; Michael W. Gaultois; Allen West
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A Fermi surface descriptor quantifying the correlations between anomalous Hall effect and Fermi surface geometry
err2025-10-01
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errOAAI
errDerunova, Elena; Gayles, Jacob; Sun, Yan; Gaultois, Michael W.; Ali, Mazhar N.
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Assessing data-driven predictions of band gap and electrical conductivity for transparent conducting materials
err2025-07-26
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errOAAI
errFederico Ottomano; John Y. Goulermas ‡; Vladimir Gusev; Rahul Savani; Michael W. Gaultois; Troy D. Manning; Hai Lin; Teresa Partida Manzanera; Emmeline G. Poole; Matthew S. Dyer; John B. Claridge; Jon Alaria; Luke M. Daniels; Su Varma; David Rimmer; Kevin Sanderson; Matthew J. Rosseinsky
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Superstructure Formation through Coupled Anion and Cation Ordering in Cu-Substituted Lead Oxyapatites
err2025-04-23
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errOAAI
errScheifers, Jan P.; Richardson, Adam J. D.; Lin, Hai; Niu, Hongjun; Daniels, Luke M.; Gaultois, Michael W.; Alaria, Jonathan; Robertson, Craig M.; Claridge, John B.; Rosseinsky, Matthew J.
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Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics
err2025-01-01
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errOAAI
errMoran, Michael; Gaultois, Michael W.; Gusev, Vladimir V.; Antypov, Dmytro; Rosseinsky, Matthew J.
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Discovery of high-performance dielectric materials with machine-learning-guided search
err2024-10-01
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errOAAI
errRiebesell, Janosh; Surta, Todd Wesley; Goodall, Rhys Edward Andrew; Gaultois, Michael William; Lee, Alpha Albert
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Exploring the Thermal and Ionic Transport of Cu+ Conducting Argyrodite Cu7PSe6
err2024-08-12
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errOAAI
errGhata, Anupama; Bernges, Tim; Maus, Oliver; Wankmiller, Bjoern; Naik, Aakash Ashok; Bustamante, Joana; Gaultois, Michael W.; Delaire, Olivier; Hansen, Michael Ryan; George, Janine; Zeier, Wolfgang G.
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Statistically Derived Proxy Potentials Accelerate Geometry Optimization of Crystal Structures
err2024-04-25
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errOAAI
errAntypov, Dmytro; Collins, Christopher M.; Vasylenko, Andrij; Gusev, Vladimir; Gaultois, Michael W.; Darling, George R.; Dyer, Matthew S.; Rosseinsky, Matthew J.
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Inferring energy-composition relationships with Bayesian optimization enhances exploration of inorganic materials
err2024-02-07
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errOAAI
errVasylenko, Andrij; Asher, Benjamin M.; Collins, Christopher M.; Gaultois, Michael W.; Darling, George R.; Dyer, Matthew S.; Rosseinsky, Matthew J.
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A high throughput synthetic workflow for solid state synthesis of oxides
err2024-01-01
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errOAAI
errHampson, Christopher J.; Smith, Moli P.; Arciero, Luca L.; Collins, Christopher M.; Daniels, Luke M.; Manning, Troy D.; Gaultois, Michael W.; Claridge, John B.; Rosseinsky, Matthew J.
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Evolution of Short-Range Order of Amorphous GeTe Upon Structural Relaxation Obtained by TEM Diffractometry and RMC Methods
err2023-10-31
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errOAAI
errStenz, Christian; Pries, Julian; Surta, T. Wesley; Gaultois, Michael W.; Wuttig, Matthias
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Element selection for functional materials discovery by integrated machine learning of elemental contributions to properties
err2023-09-04
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errOAAI
errVasylenko, Andrij; Antypov, Dmytro; Gusev, Vladimir V.; Gaultois, Michael W.; Dyer, Matthew S.; Rosseinsky, Matthew J.
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Epitaxial growth, optical and electrical conductivity of the metallic pyrochlore Bi2Ru2O7 on Y-stabilized ZrO2 substrate
err2023-05-12
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errOAAI
errO'Sullivan, Marita; Alaria, Jonathan; Dyer, Matthew S.; Claridge, John B.; Gaultois, Michael W.; Rosseinsky, Matthew J.
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A database of experimentally measured lithium solid electrolyte conductivities evaluated with machine learning
err2023-01-16
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errOAAI
errHargreaves, Cameron J. J.; Gaultois, Michael W. W.; Daniels, Luke M. M.; Watts, Emma J. J.; Kurlin, Vitaliy A. A.; Moran, Michael; Dang, Yun; Morris, Rhun; Morscher, Alexandra; Thompson, Kate; Wright, Matthew A. A.; Prasad, Beluvalli-Eshwarappa; Blanc, Frederic; Collins, Chris M. M.; Crawford, Catriona A. A.; Duff, Benjamin B. B.; Evans, Jae; Gamon, Jacinthe; Han, Guopeng; Leube, Bernhard T. T.; Niu, Hongjun; Perez, Arnaud J. J.; Robinson, Aris; Rogan, Oliver; Sharp, Paul M. M.; Shoko, Elvis; Sonni, Manel; Thomas, William J. J.; Vasylenko, Andrij; Wang, Lu; Rosseinsky, Matthew J. J.; Dyer, Matthew S. S.
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The Liverpool materials discovery server: a suite of computational tools for the collaborative discovery of materials
err2023-01-01
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errOAAI
errDurdy, Samantha; Hargreaves, Cameron J.; Dennison, Mark; Wagg, Benjamin; Moran, Michael; Newnham, Jon A.; Gaultois, Michael W.; Rosseinsky, Matthew J.; Dyer, Matthew S.
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Site-Net: using global self-attention and real-space supercells to capture long-range interactions in crystal structures
err2023-01-01
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errOAAI
errMoran, Michael; Gaultois, Michael W.; Gusev, Vladimir V.; Rosseinsky, Matthew J.
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Cation Disorder and Large Tetragonal Supercell Ordering in the Li-Rich Argyrodite Li7Zn0.5SiS6
err2022-04-18
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errOAAI
errLeube, Bernhard T.; Collins, Christopher M.; Daniels, Luke M.; Duff, Benjamin B.; Dang, Yun; Chen, Ruiyong; Gaultois, Michael W.; Manning, Troy D.; Blanc, Frederic; Dyer, Matthew S.; Claridge, John B.; Rosseinsky, Matthew J.
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Machine-Learning Prediction of Metal-Organic Framework Guest Accessibility from Linker and Metal Chemistry
err2022-01-12
err41
errOAAI
errPetuya, Remi; Durdy, Samantha; Antypov, Dmytro; Gaultois, Michael W.; Berry, Neil G.; Darling, George R.; Katsoulidis, Alexandros P.; Dyer, Matthew S.; Rosseinsky, Matthew J.
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