Difference between revisions of "Samuel Tovey"
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Samuel Tovey
PhD student
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{{Person | {{Person | ||
|name=Tovey, Samuel | |name=Tovey, Samuel | ||
| − | |status= | + | |status=PhD student |
|phone= | |phone= | ||
|room=1.076 | |room=1.076 | ||
|email=stovey | |email=stovey | ||
|category=holm | |category=holm | ||
| − | |topical= | + | |topical=machine_learning |
| + | |topical2=sampling | ||
}} | }} | ||
| + | |||
| + | I am a PhD student in [[Christian Holm]]'s group, working on applications of machine learning in simulation science. | ||
| + | |||
| + | === Publications === | ||
| + | <bibentry>tovey20a</bibentry> | ||
| + | |||
| + | === 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. | ||
Latest revision as of 14:48, 21 December 2021
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]
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.