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Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters.

, , , , , , and . Multiscale Model. Simul., 10 (4): 1460-1492 (2012)

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Uncertainty Quantification in the Presence of Limited Climate Model Data with Discontinuities., , , and . ICDM Workshops, page 241-247. IEEE Computer Society, (2009)Entropy-based closure for probabilistic learning on manifolds., , , , , , , , , and . J. Comput. Phys., (2019)A second-order coupled immersed boundary-SAMR construction for chemically reacting flow over a heat-conducting Cartesian grid-conforming solid., , , , and . J. Comput. Phys., (2014)Using High-Order Methods on Adaptively Refined Block-Structured Meshes: Derivatives, Interpolations, and Filters., , , and . SIAM J. Sci. Comput., 29 (1): 139-181 (2007)Multifidelity Neural Network Formulations for Prediction of Reactive Molecular Potential Energy Surfaces., , , and . J. Chem. Inf. Model., 63 (8): 2281-2295 (April 2023)Validation and Uncertainty Assessment of Extreme-Scale HPC Simulation through Bayesian Inference., , , , , and . Euro-Par, volume 8097 of Lecture Notes in Computer Science, page 41-52. Springer, (2013)Components for atomistic-to-continuum multiscale modeling of flow in micro- and nanofluidic systems., , , and . Sci. Program., 16 (4): 297-313 (2008)Multiparameter Spectral Representation of Noise-Induced Competence in Bacillus Subtilis., , , and . IEEE ACM Trans. Comput. Biol. Bioinform., 9 (6): 1709-1723 (2012)Stochastic spectral methods for efficient Bayesian solution of inverse problems., , and . J. Comput. Phys., 224 (2): 560-586 (2007)A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations., , , , , and . Multiscale Model. Simul., 10 (2): 550-584 (2012)