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We introduce a scheme for molecular simulations, the Deep Potential Molecular Dynamics (DeePMD) method, based on a many-body potential and interatomic forces generated by a carefully crafted deep neural network trained with ab initio data.
W. Kohn and L. J. Sham, Physical Review 140
1965
Earlier work this paper cites.
Parrinello, M. and Rahman, A., Physical Review Letters 45
1980
Earlier work this paper cites.
W. L. Jorgensen, J. Chandrasekhar, J. D. Madura, R. W. Impey, and M. L. Klein, The Journal of Chemical Physics 79
1983
Earlier work this paper cites.
M. S. Daw and M. I. Baskes, Physical Review B 29
1984
Earlier work this paper cites.
R. Car and M. Parrinello, Physical Review Letters 55
1985
Earlier work this paper cites.
F. H. Stillinger and T. A. Weber, Physical Review B 31
1985
Earlier work this paper cites.
D. Ceperley and B. Alder, Science 231
1986
Earlier work this paper cites.
Martyna, G. J., Klein, M. L., and Tuckerman, M., The Journal of Chemical Physics 97
1992
Earlier work this paper cites.
J. D. Watts, J. Gauss, and R. J. Bartlett, The Journal of Chemical Physics 98
1993
Earlier work this paper cites.
W. Jorgensen, D. Maxwell, and J. Tirado-Rives, Journal of the American Chemical Society 118
1996
Earlier work this paper cites.
J. P. Perdew, K. Burke, and M. Ernzerhof, Physical Review Letters 77
1996
Earlier work this paper cites.
C. Adamo and V. Barone, The Journal of Chemical Physics 110
1999
Earlier work this paper cites.
A. C. Van Duin, S. Dasgupta, F. Lorant, and W. A. Goddard, The Journal of Physical Chemistry A 105
2001
Earlier work this paper cites.
D. W. Brenner, O. A. Shenderova, J. A. Harrison, S. J. Stuart, B. Ni, and S. B. Sinnott, Journal of Physics: Condensed Matter 14
2002
Earlier work this paper cites.
J. Wang, R. M. Wolf, J. W. Caldwell, P. A. Kollman, and D. A. Case, Journal of Computational Chemistry 25
2004
Cited alongside, same era.
J. Behler and M. Parrinello, Physical Review Letters 98
2007
Cited alongside, same era.
Y. Bengio, P. Lamblin, D. Popovici, and H. Larochelle, in Advances in neural information processing systems (2007) pp. 153–160
2007
Cited alongside, same era.
Lechner, W. and Dellago, C., The Journal of chemical physics 129
2008
Cited alongside, same era.
D. Marx and J. Hutter, Ab initio molecular dynamics: basic theory and advanced methods (Cambridge University Press, 2009)
2009
Cited alongside, same era.
A. Tkatchenko and M. Scheffler, Physical Review Letters 102
2009
A. P. Thompson, L. P. Swiler, C. R. Trott, S. M. Foiles, and G. J. Tucker, Journal of Computational Physics 285
2015
Later among the works it cites.
D. Kingma and J. Ba, in Proceedings of the International Conference on Learning Representations (ICLR) (2015)
2015
Later among the works it cites.
Ioffe, S. and Szegedy, C., in Proceedings of The 32nd International Conference on Machine Learning (ICML) (2015)
2015
Later among the works it cites.
Kingma, D. and Ba, J., in Proceedings of the International Conference on Learning Representations (ICLR) (2015)
2015
Later among the works it cites.
J. Behler, The Journal of Chemical Physics 145
2016
Later among the works it cites.
T. Morawietz, A. Singraber, C. Dellago, and J. Behler, Proceedings of the National Academy of Sciences , 201602375 (2016)
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Cited alongside, same era.
K. Vanommeslaeghe, E. Hatcher, C. Acharya, S. Kundu, S.and Zhong, J. Shim, E. Darian, O. Guvench, P. Lopes, I. Vorobyov, and A. Mackerell Jr., Journal of Computational Chemistry 31
2010
Cited alongside, same era.
A. P. Bartók, M. C. Payne, R. Kondor, and G. Csányi, Physical Review Letters 104
2010
Cited alongside, same era.
Ceriotti, M., Manolopoulos, D. E., and Parrinello, M., The Journal of Chemical Physics 134
2011
Cited alongside, same era.
M. Rupp, A. Tkatchenko, K.-R. Müller, and O. A. VonLilienfeld, Physical Review Letters 108
2012
Cited alongside, same era.
A. Krizhevsky, I. Sutskever, and G. E. Hinton, in Advances in neural information processing systems (2012) pp. 1097–1105
2012
Cited alongside, same era.
S. Pronk, S. Páll, R. Schulz, P. Larsson, P. Bjelkmar, R. Apostolov, M. Shirts, J. Smith, P. Kasson, D. van der Spoel, B. Hess, and E. Lindahl, Bioinformatics , btt055 (2013)
2013
Cited alongside, same era.
2016
Later among the works it cites.
I. Goodfellow, Y. Bengio, and A. Courville, Deep learning (MIT Press, 2016)
2016
Later among the works it cites.
T. D. Huan, R. Batra, J. Chapman, S. Krishnan, L. Chen, and R. Ramprasad, NPJ Computational Materials 3
2017
Closest in time.
K. T. Schütt, F. Arbabzadah, S. Chmiela, K. R. Müller, and A. Tkatchenko, Nature Communications 8
2017
Closest in time.
S. Chmiela, A. Tkatchenko, H. E. Sauceda, I. Poltavsky, K. T. Schütt, and K.-R. Müller, Science Advances 3
2017
Closest in time.
J. S. Smith, O. Isayev, and A. E. Roitberg, Chemical Science 8
2017
Closest in time.
O. Andreussi, T. Brumme, O. Bunau, M. B. Nardelli, M. Calandra, R. Car, C. Cavazzoni, D. Ceresoli, M. Cococcioni, N. Colonna, et al. , Journal of Physics: Condensed Matter (2017)
2017
Closest in time.
Han, J., Zhang, L., Car, R., and E, W., arXiv Preprint arXiv:1707.01478 (2017)
2017
Closest in time.
J. Han, L. Zhang, R. Car, and W. E, Communications in Computational Physics 23
2018
Closest in time.