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INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 2: GENERALIZED CONTINUUM MODELS BASED ON GAUSSIAN PROCESSES
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INFERENCE AND UNCERTAINTY PROPAGATION OF ATOMISTICALLY INFORMED CONTINUUM CONSTITUTIVE LAWS, PART 2: GENERALIZED CONTINUUM MODELS BASED ON GAUSSIAN PROCESSES (2014)INFERENCE AND UNCERTAINTY PROPAGATION OF …Uncertainty Quantification in MD Simulations. Part I: Forward Propagation (2012)Uncertainty Quantification in…A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations (2012)A Stochastic Multiscale Coupl…A Stochastic Projection Method for Fluid Flow (2002)The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations (2002)Uncertainty quantification in reacting-flow simulations through non-intrusive spectral projection (2003)Constructing Surrogate Models of Complex Systems with Enhanced Sparsity: Quantifying the Influence of Conformational Uncertainty in Biomolecular Solvation (2015)Probabilistic Analysis and Design of HCP Nanowires: An Efficient Surrogate Based Molecular Dynamics Simulation Approach (2016)Recent progress of uncertainty quantification in small-scale materials science (2020)Modeling uncertainty in steady state diffusion problems via generalized polynomial chaos (2002)Preconditioned Bayesian Regression for Stochastic Chemical Kinetics (2013)Enforcing positivity in intrusive PC-UQ methods for reactive ODE systems (2014)
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References

  • 2012Uncertainty Quantification in MD Simulations. Part I: Forward Propagation65 cited
  • 2012A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations18 cited

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