Abstract
This article discusses computational analysis methods typically used in atomistic modeling of crystalline materials and highlights recent developments that can provide better insights into processes at the atomic scale. Topics include the classification of local atomic structures, the transition from atomistics to mesoscale and continuum-scale descriptions, and the automated identification of dislocations in atomistic simulation data.
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A.S. Keys, C.R. Iacovella, and S.C. Glotzer, J. Comp. Phys. 230, 6438 (2011).
C.L. Phillips and G.A. Voth, Soft Matter 9, 8552 (2013).
A. Stukowski and K. Albe, Model. Simul. Mater. Sci. 18, 085001 (2010).
A. Stukowski, V.V. Bulatov, and A. Arsenlis, Model. Simul. Mater. Sci. 20, 085007 (2012).
A. Stukowski, Model. Simul. Mater. Sci. 20, 045021 (2012).
J.D. Honeycutt and H.C. Andersen, J. Phys. Chem. 91, 4950 (1987).
G.J. Ackland and A.P. Jones, Phys. Rev. B 73, 054104 (2006).
C.L. Kelchner, S.J. Plimpton, and J.C. Hamilton, Phys. Rev. B 58, 11085 (1998).
T. Schablitzki, J. Rogal, and R. Drautz, Model. Simul. Mater. Sci. 21, 075008 (2013).
J.R. Ullmann, J. ACM 23, 31 (1976).
P. Erhart, J. Marian, and B. Sadigh, Phys. Rev. B 88, 024116 (2013).
B. Sadigh, P. Erhart, A. Stukowski, A. Caro, E. Martinez, and L. Zepeda-Ruiz, Phys. Rev. B 85, 184203 (2012).
J.A. Zimmerman, D.J. Bammann, and H. Gao, Int. J. Solids Struct. 46, 238 (2009).
P.M. Gullett, M.F. Horstemeyer, M.I. Baskes, and H. Fang, Model. Simul. Mater. Sci. 16, 015001 (2008).
M.F. Horstemeyer and M.I. Baskes, MRS Proc. 578, 1 (1999).
P.H. Mott, A.S. Argon, and U.W. Suter, J. Comput. Phys. 101, 140 (1992).
F. Shimizu, S. Ogata, and J. Li, Mater. Trans. 48, 2923 (2007).
G.J. Tucker, J.A. Zimmerman, and D.L. McDowell, Model. Simul. Mater. Sci. 18, 015002 (2010).
D. Sopu, Y. Ritter, H. Gleiter, and K. Albe, Phys. Rev. B 83, 100202 (2011).
J.A. Zimmerman, C.L. Kelchner, P.A. Klein, J.C. Hamilton, and S.M. Foiles, Phys. Rev. Lett. 87, 165507 (2001).
G.J. Wagner, R.E. Jones, J.A. Templeton, and M.L. Parks, Comput. Method. Appl. M 197, 3351 (2008).
J.A. Zimmerman, E.B. Webblll, J.J. Hoyt, R.E. Jones, P.A. Klein, and D.J. Bammann, Model. Simul. Mater. Sci. 12, S319 (2004).
A. Stukowski and A. Arsenlis, Model. Simul. Mater. Sci. 20, 035012 (2012).
E.H. Lee, J. Appl. Mech. 36, 1 (1969).
A. Stukowski, J. Markmann, J. Weissmüller, and K. Albe, Acta Mater. 57, 1648 (2009).
J. Schäfer, A. Stukowski, and K. Albe, J. Appl. Phys. 114, 143501 (2013).
V.V. Bulatov and W. Cai, Computer Simulations of Dislocations (Oxford University Press, 2006).
F. Akasheh, Private Communication (May 2013).
A. Stukowski and K. Albe, Model. Simul. Mater. Sci. 18, 025016 (2010).
F.C. Frank, Philos. Mag. Ser. 7 42, 809 (1951).
M. Elsey and B. Wirth, Paper presented at the Proceedings of the 8th International Conference on Computer Vision Theory and Applications, VISAPP’13, 2013.
C.S. Hartley and Y. Mishin, Acta Mater. 53, 1313 (2005).
C. Begau, J. Hua, and A. Hartmaier, J. Mech. Phys. Solids 60, 711 (2012).
C. Begau, A. Hartmaier, E.P. George, and G.M. Pharr, Acta Mater. 59, 934 (2011).
N. Naveen Kumar, R. Tewari, P.V. Durgaprasad, B.K. Dutta, and G.K. Dey, Comp. Mater. Sci. 77, 260 (2013).
A. Stukowski, K. Albe, and D. Farkas, Phys. Rev. B 82, 224103 (2010).
C.J. Ruestes, E.M. Bringa, A. Stukowski, J.F. Rodriguez Nieva, G. Bertolino, Y. Tang, and M.A. Meyers, Scripta Mater. 68, 817 (2013).
D. Farkas, A. Caro, E. Bringa, and D. Crowson, Acta Mater. 61, 3249 (2013).
D. Sopu, K. Albe, Y. Ritter, and H. Gleiter, Appl. Phys. Lett. 94, 191911 (2009).
J. Löffler and J. Weissmüller, Phys. Rev. B 52, 7076 (1995).
A. Shrake and J.A. Rupley, J. Mol. Biol. 79, 351 (1973).
J. Erlebacher and I. McCue, Acta Mater. 60, 6146 (2012).
H. Edelsbrunner and E.P. Mücke, ACM Trans. Graphic 13, 43 (1994).
E.B. Tadmor, M. Ortiz, and R. Phillips, Philos. Mag. A 73, 1529 (1996).
T. Junge, J.-F. Molinari, W.A. Curtin, and J. Song (Paper presented at the IV European Conference on Computational Mechanics, Paris, France, 16–21 May 2010).
L.E. Shilkrot, R.E. Miller, and W.A. Curtin, Phys. Rev. Lett. 89, 025501 (2002).
A. Stukowski, Model. Simul. Mater. Sci. 18, 015012 (2010).
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Stukowski, A. Computational Analysis Methods in Atomistic Modeling of Crystals. JOM 66, 399–407 (2014). https://doi.org/10.1007/s11837-013-0827-5
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DOI: https://doi.org/10.1007/s11837-013-0827-5