2025--Guo-L-Liu-Y-Yang-L-Cao-B--SiL. Guo, Y. Liu, L. Yang, and B. Cao (2025), "Lattice dynamics modeling of thermal transport in solids using machine-learned atomic cluster expansion potentials: A tutorial",
Journal of Applied Physics 137(8). DOI:
10.1063/5.0251119.
2025--Koneru-A-Dutta-P-S-Muhammed-A-et-al--SiA. Koneru, P.S. Dutta, A. Muhammed, H. Chan, K. Balasubramanian, S. Manna, K. Sasikumar, P. Darancet, and S.K.R.S. Sankaranarayanan (2025), "Development and assessment of hierarchical multi-reward reinforcement learning based potential for silicene with state-of-the-art models",
Materials Today Advances 26, 100583. DOI:
10.1016/j.mtadv.2025.100583.
2021--Lysogorskiy-Y-der-Oord-C-v-Bochkarev-A-et-al--SiY. Lysogorskiy, C.v. der Oord, A. Bochkarev, S. Menon, M. Rinaldi, T. Hammerschmidt, M. Mrovec, A. Thompson, G. Csányi, C. Ortner, and R. Drautz (2021), "Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon",
npj Computational Materials 7(1). DOI:
10.1038/s41524-021-00559-9.
2020--Zuo-Y-Chen-C-Li-X-et-al--Si-SNAPY. Zuo, C. Chen, X. Li, Z. Deng, Y. Chen, J. Behler, G. Csányi, A.V. Shapeev, A.P. Thompson, M.A. Wood, and S.P. Ong (2020), "Performance and Cost Assessment of Machine Learning Interatomic Potentials",
The Journal of Physical Chemistry A 124(4), 731-745. DOI:
10.1021/acs.jpca.9b08723.
2020--Zuo-Y-Chen-C-Li-X-et-al--Si-qSNAPY. Zuo, C. Chen, X. Li, Z. Deng, Y. Chen, J. Behler, G. Csányi, A.V. Shapeev, A.P. Thompson, M.A. Wood, and S.P. Ong (2020), "Performance and Cost Assessment of Machine Learning Interatomic Potentials",
The Journal of Physical Chemistry A 124(4), 731-745. DOI:
10.1021/acs.jpca.9b08723.
2017--Purja-Pun-G-P-Mishin-Y--SiG.P. Purja Pun, and Y. Mishin (2017), "Optimized interatomic potential for silicon and its application to thermal stability of silicene",
Physical Review B 95(22), 224103. DOI:
10.1103/physrevb.95.224103.
2015--Elliott-R-S-Akerson-A--SiR.S. Elliott, and A. Akerson (2015), "Efficient "universal" shifted Lennard-Jones model for all KIM API supported species".
2014--Zhang-X-Xie-H-Hu-M-et-al--Si-1X. Zhang, H. Xie, M. Hu, H. Bao, S. Yue, G. Qin, and G. Su (2014), "Thermal conductivity of silicene calculated using an optimized Stillinger-Weber potential",
Physical Review B 89(5), 054310. DOI:
10.1103/physrevb.89.054310.
2014--Zhang-X-Xie-H-Hu-M-et-al--Si-2X. Zhang, H. Xie, M. Hu, H. Bao, S. Yue, G. Qin, and G. Su (2014), "Thermal conductivity of silicene calculated using an optimized Stillinger-Weber potential",
Physical Review B 89(5), 054310. DOI:
10.1103/physrevb.89.054310.
2012--Lee-Y-Hwang-G-S--Si-GGAY. Lee, and G.S. Hwang (2012), "Force-matching-based parameterization of the Stillinger-Weber potential for thermal conduction in silicon",
Physical Review B 85(12), 125204. DOI:
10.1103/physrevb.85.125204.
2012--Lee-Y-Hwang-G-S--Si-LDAY. Lee, and G.S. Hwang (2012), "Force-matching-based parameterization of the Stillinger-Weber potential for thermal conduction in silicon",
Physical Review B 85(12), 125204. DOI:
10.1103/physrevb.85.125204.
2011--Du-Y-A-Lenosky-T-J-Hennig-R-G-et-al--SiY.A. Du, T.J. Lenosky, R.G. Hennig, S. Goedecker, and J.W. Wilkins (2011), "Energy landscape of silicon tetra-interstitials using an optimized classical potential",
physica status solidi (b) 248(9), 2050-2055. DOI:
10.1002/pssb.201147137.
2007--Kumagai-T-Izumi-S-Hara-S-Sakai-S--SiT. Kumagai, S. Izumi, S. Hara, and S. Sakai (2007), "Development of bond-order potentials that can reproduce the elastic constants and melting point of silicon for classical molecular dynamics simulation",
Computational Materials Science 39(2), 457-464. DOI:
10.1016/j.commatsci.2006.07.013.
2007--Lee-B-J--SiB.-J. Lee (2007), "A modified embedded atom method interatomic potential for silicon",
Calphad 31(1), 95-104. DOI:
10.1016/j.calphad.2006.10.002.
2000--Lenosky-T-J-Sadigh-B-Alonso-E-et-al--SiT.J. Lenosky, B. Sadigh, E. Alonso, V.V. Bulatov, T.D. Rubia, J. Kim, A.F. Voter, and J.D. Kress (2000), "Highly optimized empirical potential model of silicon",
Modelling and Simulation in Materials Science and Engineering 8(6), 825-841. DOI:
10.1088/0965-0393/8/6/305.
1999--Hauch-J-A-Holland-D-Marder-M-P-Swinney-H-L--SiJ.A. Hauch, D. Holland, M.P. Marder, and H.L. Swinney (1999), "Dynamic Fracture in Single Crystal Silicon",
Physical Review Letters 82(19), 3823-3826. DOI:
10.1103/physrevlett.82.3823.
1998--Justo-J-F-Bazant-M-Z-Kaxiras-E-et-al--SiJ.F. Justo, M.Z. Bazant, E. Kaxiras, V.V. Bulatov, and S. Yip (1998), "Interatomic potential for silicon defects and disordered phases",
Physical Review B 58(5), 2539-2550. DOI:
10.1103/physrevb.58.2539.
1996--Stephenson-P-C-L-Radny-M-W-Smith-P-V--SiP.C.L. Stephenson, M.W. Radny, and P.V. Smith (1996), "A modified Stillinger-Weber potential for modelling silicon surfaces",
Surface Science 366(1), 177-184. DOI:
10.1016/0039-6028(96)00801-1.
1993--Gong-X-G--SiX.G. Gong (1993), "Empirical-potential studies on the structural properties of small silicon clusters",
Physical Review B 47(4), 2329-2332. DOI:
10.1103/physrevb.47.2329.
1992--Balamane-H-Halicioglu-T-Tiller-W-A--SiH. Balamane, T. Halicioglu, and W.A. Tiller (1992), "Comparative study of silicon empirical interatomic potentials",
Physical Review B 46(4), 2250-2279. DOI:
10.1103/physrevb.46.2250.
F.H. Stillinger, and T.A. Weber (1985), "Computer simulation of local order in condensed phases of silicon",
Physical Review B 31(8), 5262-5271. DOI:
10.1103/physrevb.31.5262.
1992--Baskes-M-I--SiM.I. Baskes (1992), "Modified embedded-atom potentials for cubic materials and impurities",
Physical Review B 46(5), 2727-2742. DOI:
10.1103/physrevb.46.2727.
1991--Wang-J-Rockett-A--SiJ. Wang, and A. Rockett (1991), "Simulating diffusion on Si(001) 2×1 surfaces using a modified interatomic potential",
Physical Review B 43(15), 12571-12579. DOI:
10.1103/physrevb.43.12571.
1989--Mistriotis-A-D-Flytzanis-N-Farantos-S-C--SiA.D. Mistriotis, N. Flytzanis, and S.C. Farantos (1989), "Potential model for silicon clusters",
Physical Review B 39(2), 1212-1218. DOI:
10.1103/physrevb.39.1212.
1988--Kaxiras-E-Pandey-K-C--SiE. Kaxiras, and K.C. Pandey (1988), "New classical potential for accurate simulation of atomic processes in Si",
Physical Review B 38(17), 12736-12739. DOI:
10.1103/physrevb.38.12736.
1988--Khor-K-E-Das-Sarma-S--SiK.E. Khor, and S. Das Sarma (1988), "Proposed universal interatomic potential for elemental tetrahedrally bonded semiconductors",
Physical Review B 38(5), 3318-3322. DOI:
10.1103/physrevb.38.3318.
1988--Tersoff-J--Si-bJ. Tersoff (1988), "New empirical approach for the structure and energy of covalent systems",
Physical Review B 37(12), 6991-7000. DOI:
10.1103/physrevb.37.6991.
1988--Tersoff-J--Si-cJ. Tersoff (1988), "Empirical interatomic potential for silicon with improved elastic properties",
Physical Review B 38(14), 9902-9905. DOI:
10.1103/physrevb.38.9902.
1987--Biswas-R-Hamann-D-R--SiR. Biswas, and D.R. Hamann (1987), "New classical models for silicon structural energies",
Physical Review B 36(12), 6434-6445. DOI:
10.1103/physrevb.36.6434.
1986--Tersoff-J--SiJ. Tersoff (1986), "New empirical model for the structural properties of silicon",
Physical Review Letters 56(6), 632-635. DOI:
10.1103/physrevlett.56.632.
1985--Stillinger-F-H-Weber-T-A--SiF.H. Stillinger, and T.A. Weber (1985), "Computer simulation of local order in condensed phases of silicon",
Physical Review B 31(8), 5262-5271. DOI:
10.1103/physrevb.31.5262.
F.H. Stillinger, and T.A. Weber (1986), "Erratum: Computer simulation of local order in condensed phases of silicon [Phys. Rev. B 31, 5262 (1985)]",
Physical Review B 33(2), 1451-1451. DOI:
10.1103/physrevb.33.1451.