Professor
Publications
Realistic Atomistic Structure of Amorphous Silicon from Machine-Learning-Driven Molecular Dynamics.
J Phys Chem Lett
(2018)
9
2879
(doi: 10.1021/acs.jpclett.8b00902)
Similarity Between Amorphous and Crystalline Phases: The Case of TiO
J Phys Chem Lett
(2018)
9
2985
(doi: 10.1021/acs.jpclett.8b01067)
Machine learning a general purpose interatomic potential for silicon
(2018)
(doi: 10.48550/arxiv.1805.01568)
Growth Mechanism and Origin of High $sp^3$ Content in Tetrahedral Amorphous Carbon
(2018)
(doi: 10.48550/arxiv.1804.07463)
Growth Mechanism and Origin of High sp3 Content in Tetrahedral Amorphous Carbon
Physical review letters
(2018)
120
166101
Data-Driven Learning of Total and Local Energies in Elemental Boron
Phys Rev Lett
(2018)
120
156001
Preconditioners for the geometry optimisation and saddle point search of molecular systems
(2018)
(doi: 10.48550/arxiv.1804.01590)
Realistic atomistic structure of amorphous silicon from machine-learning-driven molecular dynamics
(2018)
(doi: 10.48550/arxiv.1803.02802)
Gaussian approximation potential modeling of lithium intercalation in carbon nanostructures
(2018)
(doi: 10.48550/arxiv.1712.04472)
Development of a machine learning potential for graphene
Physical Review B
(2018)
97
054303
(doi: 10.1103/PhysRevB.97.054303)
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