Professor

Publications

Polytypism in the ground state structure of the Lennard-Jonesium
LB Pártay, C Ortner, AP Bartók, CJ Pickard, G Csányi
(2017)
Discovering the Building Blocks of Atomic Systems using Machine Learning
CW Rosenbrock, ER Homer, G Csányi, GLW Hart
npj Comput. Mater.
(2017)
3
Extracting Crystal Chemistry from Amorphous Carbon Structures
VL Deringer, G Csanyi, DM Proserpio
Chemphyschem : a European journal of chemical physics and physical chemistry
(2017)
18
Machine learning based interatomic potential for amorphous carbon
VL Deringer, G Csanyi
Physical Review B - Condensed Matter and Materials Physics
(2017)
95
Machine-learning based interatomic potential for amorphous carbon
VL Deringer, G Csányi
(2016)
Exploration, Sampling, And Reconstruction of Free Energy Surfaces with Gaussian Process Regression
L Mones, N Bernstein, G Csányi
J Chem Theory Comput
(2016)
12
Many-Body Dispersion Correction Effects on Bulk and Surface Properties of Rutile and Anatase TiO$_2$
VL Deringer, G Csányi
Journal of Physical Chemistry C
(2016)
120
Modeling Molecular Interactions in Water: From Pairwise to Many Body Potential Energy Functions
GA Cisneros, KT Wikfeldt, L Ojamäe, J Lu, Y Xu, H Torabifard, AP Bartók, G Csányi, V Molinero, F Paesani
Chemical reviews
(2016)
116
Gaussian approximation potentials: A brief tutorial introduction (vol 115, pg 1051, 2015)
AP Bartók, G Csányi
International Journal of Quantum Chemistry
(2016)
116
Determining pressure-temperature phase diagrams of materials
RJN Baldock, LB Pártay, AP Bartók, MC Payne, G Csányi
(2016)

Research Interest Group

Telephone number

01223 762877

Email address