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Higher-order Far-field Boundary Conditions for Crystalline Defects
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Crystalline materials exhibit long-range elastic fields due to the presence of defects, leading to significant domain size effects in atomistic simulations. A rigorous far-field expansion of these long-range fields identifies low-rank structure in the form of a sum of discrete multipole terms and continuum correctors. We propose a novel numerical scheme that exploits this low-rank structure to accelerate material defect simulations by minimizing the domain size effects. Our approach iteratively improves the boundary condition, systematically following the asymptotic expansion of the far field. We provide both rigorous error estimates for the method and a range of empirical numerical tests, to assess it's convergence and robustness.
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Many-Body Coarse-Grained Molecular Dynamics with the Atomic Cluster Expansion
Using the Atomic Cluster Expansion fitted to atomistic forces, the authors construct coarse-grained models whose radial and angular distributions converge to the atomistic reference as many-body body order increases.
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