SCOPUS 정보 검색 플랫폼

Physical Review B - Condensed Matter and Materials Physics

Volumn 91, Issue 21, 2015, Pages

Structure classification and melting temperature prediction in octet AB solids via machine learning

(3) Pilania, G a Gubernatis, J E b Lookman, T b

a LOS ALAMOS NATIONAL LABORATORY (United States)

b LOS ALAMOS NATIONAL LABORATORY (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84934783136 PISSN: 10980121 EISSN: 1550235X Source Type: Journal
DOI: 10.1103/PhysRevB.91.214302 Document Type: Article

Times cited : (80)

References (51)

1
- 0038158185
- G. Simons and A. N. Bloch, Phys. Rev. B 7, 2754 (1973). 0556-2805 10.1103/PhysRevB.7.2754
- (1973) Phys. Rev. B , vol.7 , pp. 2754
- Simons, G.¹ Bloch, A.N.²

2
- 0000857059
- J. St. John and A. N. Bloch, Phys. Rev. Lett. 33, 1095 (1974). PRLTAO 0031-9007 10.1103/PhysRevLett.33.1095
- (1974) Phys. Rev. Lett. , vol.33 , pp. 1095
- St. John, J.¹ Bloch, A.N.²

3
- 0000901192
- J. R. Chelikowsky and J. C. Phillips, Phys. Rev. B 17, 2453 (1978). PRBMDO 0163-1829 10.1103/PhysRevB.17.2453
- (1978) Phys. Rev. B , vol.17 , pp. 2453
- Chelikowsky, J.R.¹ Phillips, J.C.²

4
- 4243894746
- A. Zunger, Phys. Rev. Lett. 44, 582 (1980). PRLTAO 0031-9007 10.1103/PhysRevLett.44.582
- (1980) Phys. Rev. Lett. , vol.44 , pp. 582
- Zunger, A.¹

5
- 0001052051
- A. Zunger, Phys. Rev. B 22, 5839 (1980). PRBMDO 0163-1829 10.1103/PhysRevB.22.5839
- (1980) Phys. Rev. B , vol.22 , pp. 5839
- Zunger, A.¹

6
- 84858057930
- Y. Saad, D. Gao, T. Ngo, S. Bobbitt, J. R. Chelikowsky, and W. Andreoni, Phys. Rev. B 85, 104104 (2012). PRBMDO 1098-0121 10.1103/PhysRevB.85.104104
- (2012) Phys. Rev. B , vol.85 , pp. 104104
- Saad, Y.¹ Gao, D.² Ngo, T.³ Bobbitt, S.⁴ Chelikowsky, J.R.⁵ Andreoni, W.⁶

7
- 84925425769
- L. M. Ghiringhelli, J. Vybiral, S. V. Levchenko, C. Draxl, and M. Scheffler, Phys. Rev. Lett. 114, 105503 (2015). PRLTAO 0031-9007 10.1103/PhysRevLett.114.105503
- (2015) Phys. Rev. Lett. , vol.114 , pp. 105503
- Ghiringhelli, L.M.¹ Vybiral, J.² Levchenko, S.V.³ Draxl, C.⁴ Scheffler, M.⁵

8
- 84897608202
- A. Seko, T. Maekawa, K. Tsuda, and I. Tanaka, Phys. Rev. B 89, 054303 (2014). PRBMDO 1098-0121 10.1103/PhysRevB.89.054303
- (2014) Phys. Rev. B , vol.89 , pp. 054303
- Seko, A.¹ Maekawa, T.² Tsuda, K.³ Tanaka, I.⁴

9
- 84869174596
- (Cambridge, Cambridge)
- P. Flach, Machine Learning: The Art and Science of Algorithms the Make Sense of Data (Cambridge, Cambridge, 2012).
- (2012) Machine Learning: The Art and Science of Algorithms the Make Sense of Data
- Flach, P.¹

10
- 84880603621
- (Princeton, Princeton)
- Z. Ivezić, A. J. Connolly, J. T. VanderPlas, and A. Gray, Statistics, Data Mining, Machine Learning in Astronomy (Princeton, Princeton, 2014).
- (2014) Statistics, Data Mining, Machine Learning in Astronomy
- Ivezić, Z.¹ Connolly, A.J.² Vanderplas, J.T.³ Gray, A.⁴

11
- 85188489071
- (Cambridge University Press, New York)
- R. Martin, Electronic Structure: Basic Theory and Practical Methods (Cambridge University Press, New York, 2004).
- (2004) Electronic Structure: Basic Theory and Practical Methods
- Martin, R.¹

12
- 0014666727
- J. C. Phillips and J. A. van Vechten, Phys. Rev. Lett. 22, 705 (1969). PRLTAO 0031-9007 10.1103/PhysRevLett.22.705
- (1969) Phys. Rev. Lett. , vol.22 , pp. 705
- Phillips, J.C.¹ Van Vechten, J.A.²

13
- 0035076190
- E. R. Dougherty, Comp. Funct. Genomics 2, 28 (2001). 1531-6912 10.1002/cfg.62
- (2001) Comp. Funct. Genomics , vol.2 , pp. 28
- Dougherty, E.R.¹

14
- 33645825183
- L. Ein-Dor, O. Zur, and E. Domany, Proc. Natl. Acad. Sci. USA 103, 5923 (2006). PNASA6 0027-8424 10.1073/pnas.0601231103
- (2006) Proc. Natl. Acad. Sci. USA , vol.103 , pp. 5923
- Ein-Dor, L.¹ Zur, O.² Domany, E.³

15
- 85032751958
- references therein
- U. Braga-Neto, IEEE Signal Proc. 24, 91 (2007), and references therein. ISPRE6 1053-5888 10.1109/MSP.2007.273062
- (2007) IEEE Signal Proc. , vol.24 , pp. 91
- Braga-Neto, U.¹

16
- 77950126816
- E. R. Dougherty, C. Sima, J. Haa, B. Hanczar, and U. M. Braga-Neto, Curr. Bioinf. 5, 53 (2010). 1574-8936 10.2174/157489310790596385
- (2010) Curr. Bioinf. , vol.5 , pp. 53
- Dougherty, E.R.¹ Sima, C.² Haa, J.³ Hanczar, B.⁴ Braga-Neto, U.M.⁵

17
- 79961007365
- E. R. Dougherty, A. Zollanvari, and U. M. Braga-Neto, Curr. Genomics 12, 333 (2011). 1389-2029 10.2174/138920211796429763
- (2011) Curr. Genomics , vol.12 , pp. 333
- Dougherty, E.R.¹ Zollanvari, A.² Braga-Neto, U.M.³

18
- 0001454666
- E. Mooser and W. B. Pearson, Acta Crystallogr. 12, 1015 (1959). ACCRA9 0365-110X 10.1107/S0365110X59002857
- (1959) Acta Crystallogr. , vol.12 , pp. 1015
- Mooser, E.¹ Pearson, W.B.²

19
- 33746170172
- J. A. van Vechten, Phys. Rev. 182, 891 (1969). PHRVAO 0031-899X 10.1103/PhysRev.182.891
- (1969) Phys. Rev. , vol.182 , pp. 891
- Van Vechten, J.A.¹

20
- 35949029918
- J. C. Phillips, Rev. Mod. Phys. 42, 317 (1970). RMPHAT 0034-6861 10.1103/RevModPhys.42.317
- (1970) Rev. Mod. Phys. , vol.42 , pp. 317
- Phillips, J.C.¹

21
- 0003438540
- (Cornell University Press, Ithaca)
- L. Pauling, The Nature of the Chemical Bond (Cornell University Press, Ithaca, 1960).
- (1960) The Nature of the Chemical Bond
- Pauling, L.¹

22
- 0021467019
- D. G. Pettifor, Solid State Commun. 51, 31 (1984). SSCOA4 0038-1098 10.1016/0038-1098(84)90765-8
- (1984) Solid State Commun. , vol.51 , pp. 31
- Pettifor, D.G.¹

23
- 84934788828
- See Supplemental Material at for technical details about computation of Born effective charges, data visualization, and machine-learning-based binary classification. Computed nearest-neighbor distances and excess born charges have also been provided
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevB.91.214302 for technical details about computation of Born effective charges, data visualization, and machine-learning-based binary classification. Computed nearest-neighbor distances and excess born charges have also been provided.

24
- 0001096933
- X. Gonze and C. Lee, Phys. Rev. B 55, 10355 (1997). PRBMDO 0163-1829 10.1103/PhysRevB.55.10355
- (1997) Phys. Rev. B , vol.55 , pp. 10355
- Gonze, X.¹ Lee, C.²

25
- 0035535380
- S. Baroni, S. de Gironcoli, A. D. Corso, and P. Giannozzi, Rev. Mod. Phys. 73, 515 (2001). RMPHAT 0034-6861 10.1103/RevModPhys.73.515
- (2001) Rev. Mod. Phys. , vol.73 , pp. 515
- Baroni, S.¹ De Gironcoli, S.² Corso, A.D.³ Giannozzi, P.⁴

26
- 3543103556
- R. D. King-Smith and D. Vanderbilt, Phys. Rev. B 47, 1651 (1993). PRBMDO 0163-1829 10.1103/PhysRevB.47.1651
- (1993) Phys. Rev. B , vol.47 , pp. 1651
- King-Smith, R.D.¹ Vanderbilt, D.²

27
- 33747073706
- D. Vanderbilt and R. D. King-Smith, Phys. Rev. B 48, 4442 (1993). PRBMDO 0163-1829 10.1103/PhysRevB.48.4442
- (1993) Phys. Rev. B , vol.48 , pp. 4442
- Vanderbilt, D.¹ King-Smith, R.D.²

28
- 12044256522
- R. Resta, Rev. Mod. Phys. 66, 899 (1994). RMPHAT 0034-6861 10.1103/RevModPhys.66.899
- (1994) Rev. Mod. Phys. , vol.66 , pp. 899
- Resta, R.¹

29
- 33744691386
- D. M. Ceperley and B. J. Alder, Phys. Rev. Lett. 45, 566 (1980). PRLTAO 0031-9007 10.1103/PhysRevLett.45.566
- (1980) Phys. Rev. Lett. , vol.45 , pp. 566
- Ceperley, D.M.¹ Alder, B.J.²

30
- 2442537377
- G. Kresse and J. Furthmller, Phys. Rev. B 54, 11169 (1996). PRBMDO 0163-1829 10.1103/PhysRevB.54.11169
- (1996) Phys. Rev. B , vol.54 , pp. 11169
- Kresse, G.¹ Furthmller, J.²

31
- 25744460922
- P. E. Blöchl, Phys. Rev. B 50, 17953 (1994). PRBMDO 0163-1829 10.1103/PhysRevB.50.17953
- (1994) Phys. Rev. B , vol.50 , pp. 17953
- Blöchl, P.E.¹

32
- 1842816907
- H. J. Monkhorst and J. D. Pack, Phys. Rev. B 13, 5188 (1976). 0556-2805 10.1103/PhysRevB.13.5188
- (1976) Phys. Rev. B , vol.13 , pp. 5188
- Monkhorst, H.J.¹ Pack, J.D.²

33
- 0003464333
- (Courier Dover Publications, New York)
- W. A. Harrison, Electronic Structure and the Properties of Solids: The Physics of the Chemical Bond (Courier Dover Publications, New York, 2012).
- (2012) Electronic Structure and the Properties of Solids: The Physics of the Chemical Bond
- Harrison, W.A.¹

34
- 0000231238
- G. Lucovsky, R. M. Martin, and E. Burstein, Phys. Rev. B 4, 1367 (1971). 0556-2805 10.1103/PhysRevB.4.1367
- (1971) Phys. Rev. B , vol.4 , pp. 1367
- Lucovsky, G.¹ Martin, R.M.² Burstein, E.³

35
- 6144295836
- W. A. Harrison, Phys. Rev. B 8, 4487 (1973). 0556-2805 10.1103/PhysRevB.8.4487
- (1973) Phys. Rev. B , vol.8 , pp. 4487
- Harrison, W.A.¹

36
- 33750521460
- R. M. Martin, Phys. Rev. B 5, 1607 (1972). 0556-2805 10.1103/PhysRevB.5.1607
- (1972) Phys. Rev. B , vol.5 , pp. 1607
- Martin, R.M.¹

37
- 0000724495
- J. Bennetto and D. Vanderbilt, Phys. Rev. B 53, 15417 (1996). PRBMDO 0163-1829 10.1103/PhysRevB.53.15417
- (1996) Phys. Rev. B , vol.53 , pp. 15417
- Bennetto, J.¹ Vanderbilt, D.²

38
- 0040701422
- M. di Ventra and P. Ferandez, Phys. Rev. B 56, R12698 (1997). PRBMDO 0163-1829 10.1103/PhysRevB.56.R12698
- (1997) Phys. Rev. B , vol.56 , pp. R12698
- Di Ventra, M.¹ Ferandez, P.²

39
- 4244028008
- U. Iessi, C. Parisi, M. Bernasconi, and L. Migilo, Phys. Rev. B 61, 4667 (2000). PRBMDO 0163-1829 10.1103/PhysRevB.61.4667
- (2000) Phys. Rev. B , vol.61 , pp. 4667
- Iessi, U.¹ Parisi, C.² Bernasconi, M.³ Migilo, L.⁴

40
- 84934788829
- http://www.scikit-learn.org.

41
- 0040432075
- P. B. Littlewood and V. Heine, J. Phys. C: Solid St. Phys. 12, 4431 (1979). JPSOAW 0022-3719 10.1088/0022-3719/12/21/011
- (1979) J. Phys. C: Solid St. Phys. , vol.12 , pp. 4431
- Littlewood, P.B.¹ Heine, V.²

42
- 0001135836
- P. Gonze, J.-P. Michenaud, and X. Gonze, Phys. Rev. B 58, 6224 (1998). PRBMDO 0163-1829 10.1103/PhysRevB.58.6224
- (1998) Phys. Rev. B , vol.58 , pp. 6224
- Gonze, P.¹ Michenaud, J.-P.² Gonze, X.³

43
- 0000431567
- S. Massidda, R. Resta, M. Posternak, and A. Baldereschi, Phys. Rev. B 52, R16977 (1995). PRBMDO 0163-1829 10.1103/PhysRevB.52.R16977
- (1995) Phys. Rev. B , vol.52 , pp. R16977
- Massidda, S.¹ Resta, R.² Posternak, M.³ Baldereschi, A.⁴

44
- 0000113914
- M. Posternak, A. Baldereschi, H. Krakauer, and R. Resta, Phys. Rev. B 55, R15983 (1997). PRBMDO 0163-1829 10.1103/PhysRevB.55.R15983
- (1997) Phys. Rev. B , vol.55 , pp. R15983
- Posternak, M.¹ Baldereschi, A.² Krakauer, H.³ Resta, R.⁴

45
- 0037116103
- M. Veithen, X. Gonze, and Ph. Ghosez, Phys. Rev. B 66, 235113 (2002). PRBMDO 0163-1829 10.1103/PhysRevB.66.235113
- (2002) Phys. Rev. B , vol.66 , pp. 235113
- Veithen, M.¹ Gonze, X.² Ghosez, Ph.³

46
- 0027610447
- F. Hulliger and P. Villars, J. Alloys Comp. 197, 197 (1993). JALCEU 0925-8388 10.1016/0925-8388(93)90042-L
- (1993) J. Alloys Comp. , vol.197 , pp. 197
- Hulliger, F.¹ Villars, P.²

47
- 0011827485
- J. R. Chelikowsky and K. E. Anderson, Phys. Lett. A 114, 482 (1986). PYLAAG 0375-9601 10.1016/0375-9601(86)90699-7
- (1986) Phys. Lett. A , vol.114 , pp. 482
- Chelikowsky, J.R.¹ Anderson, K.E.²

48
- 0023126141
- J. R. Chelikowsky and K. E. Anderson, J. Phys. Chem. Solids 48, 197 (1987). JPCSAW 0022-3697 10.1016/0022-3697(87)90084-9
- (1987) J. Phys. Chem. Solids , vol.48 , pp. 197
- Chelikowsky, J.R.¹ Anderson, K.E.²

49
- 0004289279
- (Cambridge University Press, Cambridge)
- J. M. Ziman, Principles of the Theory of Solids (Cambridge University Press, Cambridge, 1965).
- (1965) Principles of the Theory of Solids
- Ziman, J.M.¹

50
- 21944456210
- J. A. van Vechtan, Phys. Rev. Lett. 29, 769 (1972). PRLTAO 0031-9007 10.1103/PhysRevLett.29.769
- (1972) Phys. Rev. Lett. , vol.29 , pp. 769
- Van Vechtan, J.A.¹

51
- 77957014270
- V. Kumar, V. Jha, and A. K. Shrivastava, Cryst. Res. Technol. 45, 920 (2010). CRTEDF 0232-1300 10.1002/crat.201000268
- (2010) Cryst. Res. Technol. , vol.45 , pp. 920
- Kumar, V.¹ Jha, V.² Shrivastava, A.K.³

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.