A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations

DOI10.1137/110844404zbMath1253.76037OpenAlexW2039499967MaRDI QIDQ2913937

Bert J. Debusschere, Helgi Adalsteinsson, Maher Salloum, Habib N. Najm, Reese E. Jones, Khachik V. Sargsyan

Publication date: 21 September 2012

Published in: Multiscale Modeling & Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/110844404

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of statistics in engineering and industry; control charts (62P30) Probabilistic models, generic numerical methods in probability and statistics (65C20) Incompressible viscous fluids (76D99) Molecular, statistical, and kinetic theories in solid mechanics (74A25)

Related Items (6)

Stochastic Domain Decomposition via Moment Minimization ⋮ Quantifying Sampling Noise and Parametric Uncertainty in Atomistic-to-Continuum Simulations Using Surrogate Models ⋮ Enforcing positivity in intrusive PC-UQ methods for reactive ODE systems ⋮ Stochastic continuum modeling of random interphases from atomistic simulations. Application to a polymer nanocomposite ⋮ On the use of reverse Brownian motion to accelerate hybrid simulations ⋮ Preconditioned Bayesian regression for stochastic chemical kinetics

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