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Physics-Informed Gaussian Process Inference of Liquid Structure from Scattering Data

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We present a nonparametric Bayesian framework to infer radial distribution functions from experimental scattering measurements with uncertainty quantification using nonstationary Gaussian processes. The Gaussian process prior mean and kernel functions are desi... ...