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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Publisher | Zenodo |
Dataset Licences
- CC-BY-4.0
-
NEXTCELL: Next generation interatomic potentials to simulate new cellulose based materials
Caro, M. (Principal investigator)
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, M. (Principal investigator), Hernandez Leon, P. (Project Member), Jana, R. (Project Member), Muhli, H. (Project Member), Kondati Natarajan, S. (Project Member), Zarrouk, T. (Project Member) & Wang, Y. (Project Member)
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. (Project Member), Ala-Nissilä, T. (Principal investigator), Fan, Z. (Project Member), Tuorila, J. (Project Member) & Hirvonen, P. (Project Member)
01/01/2018 → 31/12/2020
Project: Academy of Finland: Other research funding