Application of Grid Increment Cluster Expansion to Modeling Potential Energy Surface of Cu-Based Alloys

被引:2
作者
Tanaka, Ryohei [1 ]
Takeuchi, Kazuhito [1 ]
Yuge, Koretaka [1 ]
机构
[1] Kyoto Univ, Grad Sch Engn, Dept Mat Sci & Engn, Kyoto 6068501, Japan
关键词
first-principles calculation; potential energy surface; alloy; AUGMENTED-WAVE METHOD; METALS; SILICON; SYSTEMS;
D O I
10.2320/matertrans.M2015024
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We demonstrate the applicability of extended cluster expansion technique, GICE, to calculation of a potential energy surface (PES) at discrete position in terms of atomic arrangement with an example of Cu and Cu-Ti binary system on fcc lattice. We find that the proposed CE successfully predicts total energy within error of 0.5meV/atom for Cu and 1.2meV/atom for Cu-Ti with respect to DFT calculation, which indicates that this method can model the PES and possesses potential to formulate physical properties in terms of atomic arrangement.
引用
收藏
页码:1077 / 1080
页数:4
相关论文
共 23 条
[1]   RELATIONSHIP BETWEEN VARIABLE SELECTION AND DATA AUGMENTATION AND A METHOD FOR PREDICTION [J].
ALLEN, DM .
TECHNOMETRICS, 1974, 16 (01) :125-127
[2]   Generalized neural-network representation of high-dimensional potential-energy surfaces [J].
Behler, Joerg ;
Parrinello, Michele .
PHYSICAL REVIEW LETTERS, 2007, 98 (14)
[3]   PROJECTOR AUGMENTED-WAVE METHOD [J].
BLOCHL, PE .
PHYSICAL REVIEW B, 1994, 50 (24) :17953-17979
[4]   EMBEDDED-ATOM METHOD - DERIVATION AND APPLICATION TO IMPURITIES, SURFACES, AND OTHER DEFECTS IN METALS [J].
DAW, MS ;
BASKES, MI .
PHYSICAL REVIEW B, 1984, 29 (12) :6443-6453
[5]   SEMIEMPIRICAL, QUANTUM-MECHANICAL CALCULATION OF HYDROGEN EMBRITTLEMENT IN METALS [J].
DAW, MS ;
BASKES, MI .
PHYSICAL REVIEW LETTERS, 1983, 50 (17) :1285-1288
[6]   Evolutionary approach for determining first-principles hamiltonians [J].
Hart, GLW ;
Blum, V ;
Walorski, MJ ;
Zunger, A .
NATURE MATERIALS, 2005, 4 (05) :391-394
[7]   Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set [J].
Kresse, G ;
Furthmuller, J .
PHYSICAL REVIEW B, 1996, 54 (16) :11169-11186
[8]   ABINITIO MOLECULAR-DYNAMICS FOR LIQUID-METALS [J].
KRESSE, G ;
HAFNER, J .
PHYSICAL REVIEW B, 1993, 47 (01) :558-561
[9]   From ultrasoft pseudopotentials to the projector augmented-wave method [J].
Kresse, G ;
Joubert, D .
PHYSICAL REVIEW B, 1999, 59 (03) :1758-1775
[10]   Structural stability and lattice defects in copper:: Ab initio, tight-binding, and embedded-atom calculations -: art. no. 224106 [J].
Mishin, Y ;
Mehl, MJ ;
Papaconstantopoulos, DA ;
Voter, AF ;
Kress, JD .
PHYSICAL REVIEW B, 2001, 63 (22) :2241061-22410616