-
1
-
-
84875458397
-
-
1476-1122 10.1038/nmat3568
-
S. Curtarolo, G. L. W. Hart, M. B. Nardelli, N. Mingo, S. Sanvito, and O. Levy, Nature Mater. 12, 191 (2013). 1476-1122 10.1038/nmat3568
-
(2013)
Nature Mater.
, vol.12
, pp. 191
-
-
Curtarolo, S.1
Hart, G.L.W.2
Nardelli, M.B.3
Mingo, N.4
Sanvito, S.5
Levy, O.6
-
2
-
-
84902598057
-
-
S. P. Ong, A. Jain, G. Hautier, M. Kocher, S. Cholia, D. Gunter, D. Bailey, D. Skinner, K. A. Persson, and G. Ceder, The Materials Project Appl. Phys. Lett. Mat. 1, 011002 (2011).
-
(2011)
The Materials Project Appl. Phys. Lett. Mat.
, vol.1
, pp. 011002
-
-
Ong, S.P.1
Jain, A.2
Hautier, G.3
Kocher, M.4
Cholia, S.5
Gunter, D.6
Bailey, D.7
Skinner, D.8
Persson, K.A.9
Ceder, G.10
-
3
-
-
85029166279
-
-
10.1038/nmat3594
-
Nature Mater. 12, 173 (2013). 10.1038/nmat3594
-
(2013)
Nature Mater.
, vol.12
, pp. 173
-
-
-
4
-
-
77953628959
-
-
CMATEX 0897-4756 10.1021/cm100795d
-
G. Hautier, C. C. Fischer, A. Jain, T. Mueller, and G. Ceder, Chem. Mater. 22, 3762 (2010). CMATEX 0897-4756 10.1021/cm100795d
-
(2010)
Chem. Mater.
, vol.22
, pp. 3762
-
-
Hautier, G.1
Fischer, C.C.2
Jain, A.3
Mueller, T.4
Ceder, G.5
-
5
-
-
84877747654
-
-
2045-2322 10.1038/srep02810
-
G. Pilania, C. Wang, X. Jiang, S. Rajasekaran, and R. Ramprasad, Sci. Rep. 3, 2810 (2013). 2045-2322 10.1038/srep02810
-
(2013)
Sci. Rep.
, vol.3
, pp. 2810
-
-
Pilania, G.1
Wang, C.2
Jiang, X.3
Rajasekaran, S.4
Ramprasad, R.5
-
6
-
-
0003684449
-
-
Springer Series in Statistics (Springer, New York).
-
T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning: data mining, inference and prediction, Springer Series in Statistics (Springer, New York, 2001).
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
7
-
-
0035272287
-
-
ITNNEP 1045-9227 10.1109/72.914517
-
K.-R. Müller, S. Mika, G. Rätsch, K. Tsuda, and B. Schölkopf, IEEE Transactions on Neural Networks 12, 181 (2001). ITNNEP 1045-9227 10.1109/72.914517
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, pp. 181
-
-
Müller, K.-R.1
Mika, S.2
Rätsch, G.3
Tsuda, K.4
Schölkopf, B.5
-
8
-
-
84856512353
-
-
PRLTAO 0031-9007 10.1103/PhysRevLett.108.058301
-
M. Rupp, A. Tkatchenko, K.-R. Müller, and O. A. von Lilienfeld, Phys. Rev. Lett. 108, 058301 (2012). PRLTAO 0031-9007 10.1103/PhysRevLett.108. 058301
-
(2012)
Phys. Rev. Lett.
, vol.108
, pp. 058301
-
-
Rupp, M.1
Tkatchenko, A.2
Müller, K.-R.3
Von Lilienfeld, O.A.4
-
9
-
-
84885045537
-
-
NJOPFM 1367-2630 10.1088/1367-2630/15/9/095003
-
G. Montavon, M. Rupp, V. Gobre, A. Vazquez-Mayagoitia, K. Hansen, A. Tkatchenko, K.-R. Müller, and O. A. von Lilienfeld, New J. Phys. 15, 095003 (2013). NJOPFM 1367-2630 10.1088/1367-2630/15/9/095003
-
(2013)
New J. Phys.
, vol.15
, pp. 095003
-
-
Montavon, G.1
Rupp, M.2
Gobre, V.3
Vazquez-Mayagoitia, A.4
Hansen, K.5
Tkatchenko, A.6
Müller, K.-R.7
Von Lilienfeld, O.A.8
-
10
-
-
84862560607
-
-
PRLTAO 0031-9007 10.1103/PhysRevLett.108.253002
-
J. C. Snyder, M. Rupp, K. Hansen, K.-R. Müller, and K. Burke, Phys. Rev. Lett. 108, 253002 (2012). PRLTAO 0031-9007 10.1103/PhysRevLett.108.253002
-
(2012)
Phys. Rev. Lett.
, vol.108
, pp. 253002
-
-
Snyder, J.C.1
Rupp, M.2
Hansen, K.3
Müller, K.-R.4
Burke, K.5
-
11
-
-
0000216412
-
-
IBMJAE 0018-8646 10.1147/rd.13.0223
-
R. Landauer, IBM J. Res. Dev. 1, 223 (1957). IBMJAE 0018-8646 10.1147/rd.13.0223
-
(1957)
IBM J. Res. Dev.
, vol.1
, pp. 223
-
-
Landauer, R.1
-
12
-
-
84996237073
-
-
PHMAA4 0031-8086 10.1080/14786437008238472
-
R. Landauer, Philos. Mag. 21, 863 (1970). PHMAA4 0031-8086 10.1080/14786437008238472
-
(1970)
Philos. Mag.
, vol.21
, pp. 863
-
-
Landauer, R.1
-
13
-
-
33749406012
-
-
PRLTAO 0031-9007 10.1103/PhysRevLett.57.1761
-
M. Büttiker, Phys. Rev. Lett. 57, 1761 (1986). PRLTAO 0031-9007 10.1103/PhysRevLett.57.1761
-
(1986)
Phys. Rev. Lett.
, vol.57
, pp. 1761
-
-
Büttiker, M.1
-
14
-
-
4243971222
-
-
PRBMDO 0163-1829 10.1103/PhysRevB.23.6851
-
D. S. Fisher and P. A. Lee, Phys. Rev. B 23, 6851 (1981). PRBMDO 0163-1829 10.1103/PhysRevB.23.6851
-
(1981)
Phys. Rev. B
, vol.23
, pp. 6851
-
-
Fisher, D.S.1
Lee, P.A.2
-
16
-
-
84882415695
-
-
1549-9618 10.1021/ct400195d
-
K. Hansen, G. Montavon, F. Biegler, S. Fazli, M. Rupp, M. Scheffler, O. A. von Lilienfeld, A. Tkatchenko, and K.-R. Müller, J. Chem. Theory Comput. 9, 3404 (2013). 1549-9618 10.1021/ct400195d
-
(2013)
J. Chem. Theory Comput.
, vol.9
, pp. 3404
-
-
Hansen, K.1
Montavon, G.2
Biegler, F.3
Fazli, S.4
Rupp, M.5
Scheffler, M.6
Von Lilienfeld, O.A.7
Tkatchenko, A.8
Müller, K.-R.9
-
17
-
-
84902573303
-
-
See Supplemental Material at for a benchmark analysis of Green's functions vs ML approach performance
-
See Supplemental Material at http://link.aps.org/supplemental/10.1103/ PhysRevB.89.235411 for a benchmark analysis of Green's functions vs ML approach performance.
-
-
-
-
18
-
-
84902573296
-
-
See Supplemental Material at http://link.aps.org/supplemental/10.1103/ PhysRevB.89.235411 for a benchmark analysis of Green's functions vs ML approach performance.
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