Machine Learning Predictions of Adsorption Energies …
149
14. Toyao T, Suzuki K, Kikuchi S, et al (2018) J Phys Chem C 122:8315–8326.
15. Besenbacher F, Chorkendorff I, Clausen BS, et al (1998) Science 279:1913–1915.
16. Kokalj A, Bonini N, Gironcoli S De, et al (2006) J Am Chem Soc 128:12448–12454
17. Marcinkowski MD, Darby MT, Liu J, et al (2018) Nat Chem 10:325–332.
18. Lide DR (2003) CRC Handbook of Chemistry and Physics, 84th Edition, 2003–2004. Handb
Chem Phys 53:2616.
19. Tran R, Xu Z, Radhakrishnan B, et al (2016) Surface energies of elemental crystals. Sci Data
3:160080.
20. Pedregosa F, Varoquaux G (2011) Scikit-learn: Machine learning in Python. J Mach Learn Res
12:2825–2830.
149
14. Toyao T, Suzuki K, Kikuchi S, et al (2018) J Phys Chem C 122:8315–8326.
15. Besenbacher F, Chorkendorff I, Clausen BS, et al (1998) Science 279:1913–1915.
16. Kokalj A, Bonini N, Gironcoli S De, et al (2006) J Am Chem Soc 128:12448–12454
17. Marcinkowski MD, Darby MT, Liu J, et al (2018) Nat Chem 10:325–332.
18. Lide DR (2003) CRC Handbook of Chemistry and Physics, 84th Edition, 2003–2004. Handb
Chem Phys 53:2616.
19. Tran R, Xu Z, Radhakrishnan B, et al (2016) Surface energies of elemental crystals. Sci Data
3:160080.
20. Pedregosa F, Varoquaux G (2011) Scikit-learn: Machine learning in Python. J Mach Learn Res
12:2825–2830.