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Vladimir V. Gusev

university of liverpool

10H-index
92Paper Count
1.7KCitation Count
Published Papers 11
Publication Date
Probabilistic Isolation of Crystalline Inorganic Phases
err2025-12-01
err0
PREAI
errRitchie, Daniel; Gaultois, Michael W.; Gusev, Vladimir V.; Kurlin, Vitaliy; Rosseinsky, Matthew J.; Dyer, Matthew S.
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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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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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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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Not as simple as we thought: a rigorous examination of data aggregation in materials informatics
err2024-01-01
err3
errOAAI
errOttomano, Federico; De Felice, Giovanni; Gusev, Vladimir V.; Sparks, Taylor D.
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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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Reinforcement learning in crystal structure prediction
err2023-01-01
err3
errOAAI
errZamaraeva, Elena; Collins, Christopher M.; Antypov, Dmytro; Gusev, Vladimir V.; Savani, Rahul; Dyer, Matthew S.; Darling, George R.; Potapov, Igor; Rosseinsky, Matthew J.; Spirakis, Paul G.
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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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Element selection for crystalline inorganic solid discovery guided by unsupervised machine learning of experimentally explored chemistry
err2021-09-21
err42
errOAAI
errVasylenko, Andrij; Gamon, Jacinthe; Duff, Benjamin B.; Gusev, Vladimir V.; Daniels, Luke M.; Zanella, Marco; Shin, J. Felix; Sharp, Paul M.; Morscher, Alexandra; Chen, Ruiyong; Neale, Alex R.; Hardwick, Laurence J.; Claridge, John B.; Blanc, Frederic; Gaultois, Michael W.; Dyer, Matthew S.; Rosseinsky, Matthew J.
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A mobile robotic chemist
errNATURE
IF48.5
err2020-07-08
err766
PREAI
errBurger, Benjamin; Maffettone, Phillip M.; Gusev, Vladimir V.; Aitchison, Catherine M.; Bai, Yang; Wang, Xiaoyan; Li, Xiaobo; Alston, Ben M.; Li, Buyi; Clowes, Rob; Rankin, Nicola; Harris, Brandon; Sprick, Reiner Sebastian; Cooper, Andrew I.
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