DOI: 10.1103/physrevb.89.054303. Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids

Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids

10.1103/physrevb.89.054303

Crossref journal-article

American Physical Society (APS)

Physical Review B (16)

Bibliography

Seko, A., Maekawa, T., Tsuda, K., & Tanaka, I. (2014). Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids. Physical Review B, 89(5).

Authors 4

Atsuto Seko (first)
Tomoya Maekawa (additional)
Koji Tsuda (additional)
Isao Tanaka (additional)

References 37 Referenced 276

10.1038/nmat3568
10.1557/mrs2010.681
10.1103/PhysRevLett.91.135503
10.1038/nmat1691
10.1007/s10853-012-6424-0
10.1146/annurev.matsci.38.060407.130217
10.1103/PhysRevLett.108.068701
10.1038/nmat1752
10.1039/c1ee02717d
10.1021/co200012w
10.1002/aenm.201300060
{'key': 'PhysRevB.89.054303Cc12R1', 'first-page': '609', 'volume': '11', 'author': 'F. A. Lindemann', 'year': '1910', 'journal-title': 'Phys. Z.'} / Phys. Z. by F. A. Lindemann (1910)
10.1063/1.94549
10.1103/PhysRevLett.29.769
10.1016/0022-3697(87)90084-9
10.1103/PhysRevB.85.104104
10.1016/S0169-7439(01)00155-1
10.1002/wics.1239
10.1360/jos180001
10.1007/978-1-4757-2440-0 / The Nature of Statistical Learning Theory by V. Vapnik (1995)
{'key': 'PhysRevB.89.054303Cc21R1', 'volume-title': 'Statistical Learning Theory', 'author': 'V. Vapnik', 'year': '1998'} / Statistical Learning Theory by V. Vapnik (1998)
10.1109/72.914517
{'key': 'PhysRevB.89.054303Cc23R1', 'volume-title': 'Pattern Recognition and Machine Learning', 'author': 'C. M. Bishop', 'year': '2006'} / Pattern Recognition and Machine Learning by C. M. Bishop (2006)
10.1145/1961189.1961199
10.1007/978-3-540-28650-9_4 / Gaussian Processes for Machine Learning by C. E. Rasmussen (2006)
10.1023/A:1012771025575
{'key': 'PhysRevB.89.054303Cc27R1', 'volume-title': 'CRC Handbook of Chemistry and Physics', 'author': 'W. M. Haynes', 'year': '2012'} / CRC Handbook of Chemistry and Physics by W. M. Haynes (2012)
10.1103/PhysRevB.50.17953
10.1103/PhysRevB.59.1758
10.1103/PhysRevLett.77.3865
10.1103/PhysRevB.47.558
10.1103/PhysRevB.54.11169
10.1007/978-0-387-21706-2 / Modern Applied Statistics with S by W. N. Venables (2002)
{'key': 'PhysRevB.89.054303Cc34R1', 'volume-title': 'Second International Symposium on Information Theory', 'author': 'H. Akaike', 'year': '1973'} / Second International Symposium on Information Theory by H. Akaike (1973)
10.18637/jss.v011.i09 / J. Stat. Software by A. Karatzoglou (2004)
{'key': 'PhysRevB.89.054303Cc37R1', 'first-page': '59', 'volume': '28', 'author': 'C. Friedrich', 'year': '1997', 'journal-title': 'Mater. Sci. Eng. Technol.'} / Mater. Sci. Eng. Technol. by C. Friedrich (1997)
10.1088/0022-3727/31/20/001

Dates

Type	When
Created	11 years, 6 months ago (Feb. 18, 2014, 11:13 a.m.)
Deposited	8 years, 2 months ago (June 22, 2017, 12:06 a.m.)
Indexed	1 month, 1 week ago (July 11, 2025, 6:18 a.m.)
Issued	11 years, 6 months ago (Feb. 18, 2014)
Published	11 years, 6 months ago (Feb. 18, 2014)
Published Online	11 years, 6 months ago (Feb. 18, 2014)

Funders 0

None

BibTeX

@article{Seko_2014, title={Machine learning with systematic density-functional theory calculations: Application to melting temperatures of single- and binary-component solids}, volume={89}, ISSN={1550-235X}, url={http://dx.doi.org/10.1103/physrevb.89.054303}, DOI={10.1103/physrevb.89.054303}, number={5}, journal={Physical Review B}, publisher={American Physical Society (APS)}, author={Seko, Atsuto and Maekawa, Tomoya and Tsuda, Koji and Tanaka, Isao}, year={2014}, month=feb }

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