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stat.ME2023
A Bayesian Collocation Integral Method for Parameter Estimation in Ordinary Differential Equations
Mingwei Xu, Samuel W. K. Wong, Peijun Sang
Inferring the parameters of ordinary differential equations (ODEs) from noisy observations is an important problem in many scientific fields. Currently, most parameter estimation m…
stat.ME2022
Estimating Boltzmann Averages for Protein Structural Quantities Using Sequential Monte Carlo
Zhaoran Hou, Samuel W. K. Wong
Sequential Monte Carlo (SMC) methods are widely used to draw samples from intractable target distributions. Particle degeneracy can hinder the use of SMC when the target distributi…