Projects per year
Description
Gaussian approximation potential (GAP) for amorphous carbon [1]. It has been fitted with QUIP/GAP [1,2] by recomputing the a-C database of Deringer and Csányi [3] at the PBE+MBD level of theory [4,5] using the VASP code [6,7,8]. This potential uses 2-body (distance_2b) and 3-body (angle_3b) descriptors [3] plus SOAP-type descriptors (soap_turbo) [9,10], as implemented in the TurboGAP code [11]. The files can be used both with QUIP/GAP (compiled with the TurboGAP libraries) and TurboGAP. More details will follow in a scientific publication in due course (bibligraphical data will be added as it becomes available).
References
A.P. Bartók, M.C. Payne, R. Kondor, and G. Csányi. Phys. Rev. Lett. 104, 136403 (2010).
LibAtoms: https://libatoms.github.io
V.L. Deringer and G. Csányi. Phys. Rev. B 95, 094203 (2017).
J.P. Perdew, K. Burke, and M. Ernzerhof. Phys Rev. Lett. 77, 3865 (1996).
A. Tkatchenko, R.A. Di Stasio, R. Car, and M. Scheffler, Phys. Rev. Lett. 108, 236402 (2012).
VASP: http://vasp.at
G. Kresse and J. Furthmüller. Phys. Rev. B 54, 11169 (1996).
T. Bucko, S. Lebègue, T. Gould, and J.G. Ángyán, J. Phys.: Condens. Matter 28, 045201 (2016).
A.P. Bartók, R. Kondor, and G. Csányi. Phys. Rev. B 87, 184115 (2013).
M.A. Caro. Phys. Rev. B 100, 024112 (2019).
TurboGAP: http://turbogap.fi
References
A.P. Bartók, M.C. Payne, R. Kondor, and G. Csányi. Phys. Rev. Lett. 104, 136403 (2010).
LibAtoms: https://libatoms.github.io
V.L. Deringer and G. Csányi. Phys. Rev. B 95, 094203 (2017).
J.P. Perdew, K. Burke, and M. Ernzerhof. Phys Rev. Lett. 77, 3865 (1996).
A. Tkatchenko, R.A. Di Stasio, R. Car, and M. Scheffler, Phys. Rev. Lett. 108, 236402 (2012).
VASP: http://vasp.at
G. Kresse and J. Furthmüller. Phys. Rev. B 54, 11169 (1996).
T. Bucko, S. Lebègue, T. Gould, and J.G. Ángyán, J. Phys.: Condens. Matter 28, 045201 (2016).
A.P. Bartók, R. Kondor, and G. Csányi. Phys. Rev. B 87, 184115 (2013).
M.A. Caro. Phys. Rev. B 100, 024112 (2019).
TurboGAP: http://turbogap.fi
Date made available | 25 Aug 2020 |
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Dataset Licences
- CC-BY-4.0
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NEXTCELL: Next-generation interatomic potentials to simulate new cellulose-based materials (NEXTCELL)
01/09/2020 → 31/08/2025
Project: Academy of Finland: Other research funding
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COMPEX: Towards accurate computational experimentation: machine-learning-driven simulation of nanocarbon synthesis
Caro Bayo, M., Hernandez Leon, P., Heinolainen, A., Jana, R., Kondati Natarajan, S., Muhli, H. & Zarrouk, T.
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding
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Finnish Centre of Excellence in Quantum Technology
Alipour, S., Ala-Nissilä, T., Fan, Z., Hirvonen, P. & Tuorila, J.
01/01/2018 → 31/12/2020
Project: Academy of Finland: Other research funding