Difference between revisions of "Samuel Tovey"
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I am a PhD student in [[Christian Holm]]'s group, working on applications of machine learning in simulation science. | I am a PhD student in [[Christian Holm]]'s group, working on applications of machine learning in simulation science. | ||
Latest revision as of 15:56, 20 November 2020
PhD student
| Office: | 1.076 |
|---|---|
| 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
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Tovey, Samuel and Narayanan Krishnamoorthy, Anand and Sivaraman, Ganesh and Guo, Jicheng and Benmore, Chris and Heuer, Andreas and Holm, Christian.
"DFT Accurate Interatomic Potential for Molten NaCl from Machine Learning".
The Journal of Physical Chemistry C 124(47)(25760-25768), 2020.
[PDF] (2 MB) [DOI] [URL]
Master's Thesis
During my masters thesis I developed and 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.
