Samuel Tovey

Samuel Tovey
PhD student

Office:	1.077
Phone:	+49 711 685-67711
Fax:	+49 711 685-63658
Email:	stovey _at_ icp.uni-stuttgart.de
Address:	Samuel Tovey Institute for Computational Physics Universität Stuttgart Allmandring 3 70569 Stuttgart Germany

I am a PhD student in Christian Holm's group, working on applications of machine learning in simulation science.

Publications

• Samuel Tovey, Anand Narayanan Krishnamoorthy, Ganesh Sivaraman, Jicheng Guo, Chris Benmore, Andreas Heuer, Christian Holm.
  DFT Accurate Interatomic Potential for Molten NaCl from Machine Learning.
  The Journal of Physical Chemistry C 124(47):25760-25768, 2020.
  [PDF] (1.4 MB) [DOI]

Master's Thesis

During my masters thesis I developed an interatomic potential for molten NaCl and LiF using a machine learning method known as Gaussian Process Regression (GPR). The models were developed using data from Density Functional Theory (DFT) simulations.