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In our studies, the regression model, which included upright PAC, upright PRA, and lowest potassium, is superior to ARR for PA screening; the blood potassium and the ratio of blood potassium to blood sodium after the saline infusion test are not suitable for PA subtyping. This article will review the advances and progress in PA diagnosis.Thiourea-organocatalyzed Michael additions of diethyl malonate to various heteroaromatic nitroolefins (13 examples) have been studied under high-pressure (up to 800 MPa) and ambient pressure conditions. Hi

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This paper presents a machine learning framework for Bayesian systems identification from noisy, sparse and irregular observations of nonlinear dynamical systems. The proposed method takes advantage of recent developments in differentiable programming to propagate gradient information through ordinary differential equation solvers and perform Bayesian inference with respect to unknown model parameters using Hamiltonian Monte Carlo sampling. This allows an efficient inference of the posterior distributions over plausible models with qu