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Adam McSloy
Adam McSloy
Verified email at bristol.ac.uk
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Cited by
Cited by
Year
A deep neural network for molecular wave functions in quasi-atomic minimal basis representation
M Gastegger, A McSloy, M Luya, KT Schütt, RJ Maurer
The Journal of Chemical Physics 153 (4), 2020
532020
Equivariant analytical mapping of first principles Hamiltonians to accurate and transferable materials models
L Zhang, B Onat, G Dusson, A McSloy, G Anand, RJ Maurer, C Ortner, ...
Npj Computational Materials 8 (1), 158, 2022
302022
Structure and ion transport of lithium-rich Li1+ xAlxTi2− x (PO4) 3 with 0.3< x< 0.5: A combined computational and experimental study
D Case, AJ McSloy, R Sharpe, SR Yeandel, T Bartlett, J Cookson, ...
Solid State Ionics 346, 115192, 2020
272020
TBMaLT, a flexible toolkit for combining tight-binding and machine learning
A McSloy, G Fan, W Sun, C Hölzer, M Friede, S Ehlert, NE Schütte, ...
The Journal of Chemical Physics 158 (3), 2023
142023
Obtaining electronic properties of molecules through combining density functional tight binding with machine learning
G Fan, A McSloy, B Aradi, CY Yam, T Frauenheim
The Journal of Physical Chemistry Letters 13 (43), 10132-10139, 2022
122022
Mechanism of Carbon Dioxide and Water Incorporation in Ba2TiO4: A Joint Computational and Experimental Study
AJ McSloy, I Trussov, A Jarvis, DJ Cooke, PR Slater, PM Panchmatia
The Journal of Physical Chemistry C 122 (2), 1061-1069, 2018
72018
A computational study of doped olivine structured Cd 2 GeO 4: local defect trapping of interstitial oxide ions
AJ McSloy, PF Kelly, PR Slater, PM Panchmatia
Physical Chemistry Chemical Physics 18 (37), 26284-26290, 2016
62016
A computational study of doped olivine structured Cd 2 GeO 4: local defect trapping of interstitial oxide ions
AJ McSloy, PF Kelly, PR Slater, PM Panchmatia
Physical Chemistry Chemical Physics 18 (37), 26284-26290, 2016
62016
Machine Learning Enhanced DFTB Method for Periodic Systems: Learning from Electronic Density of States
W Sun, G Fan, T van der Heide, A McSloy, T Frauenheim, B Aradi
Journal of Chemical Theory and Computation 19 (13), 3877-3888, 2023
32023
Integrated workflows and interfaces for data-driven semi-empirical electronic structure calculations
P Stishenko, A McSloy, B Onat, B Hourahine, RJ Maurer, JR Kermode, ...
arXiv preprint arXiv:2403.15625, 2024
2024
Artificial Intelligence and Augmented Intelligence for Automated Investigations for Scientific Discovery
A McSloy, RJ Maurer
2020
AI3SD Project: Deep-Learning-Enhanced Quantum Chemistry: Pushing the Limits of Materials Discovery
A McSloy, RJ Maurer
University of Southampton, 2020
2020
Mechanism of Carbon Dioxide and Water Incorporation in Ba2TiO4: A Materials Degradation Study
AJ McSloy, I Trussov, A Jarvis, DJ Cooke, PR Slater, PM Panchmatia
Journal of Physical Chemistry C, 2017
2017
Computational modelling of A2BO4 materials for solid oxide fuel cells
A McSloy
Loughborough University, 2017
2017
Molecular Hamiltonians and overlap matrices
M Gastegger, A McSloy, M Luya, KT Schütt, RJ Maurer
Structure and ion transport of lithium-rich Li1+ xAlxTi2− x (PO4) 3 with 0.3
D Case, A McSloy, R Sharpe, S Yeandel, T Bartlett, J Cookson, E Dashjav, ...
Loughborough University, 0
Mechanism of Carbon Dioxide and Water; Incorporation in Ba2TiO4
A McSloy, I Trussov, A Jarvis, D Cooke, P Slater, P Panchmatia
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