500 research outputs found

    Determining the size of the proton

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    A measurement of the Lamb shift of 49,881.88(76) GHz in muonic hydrogen in conjunction with theoretical estimates of the proton structure effects was recently used to deduce an accurate but rather small radius of the proton. Such an important shift in the understanding of fundamental values needs reconfirmation. Using a different approach with electromagnetic form factors of the proton, we obtain a new expression for the transition energy, Δ=E2P3/2f=2−E2S1/2f=1\Delta = E_{2P_{{3}/{2}}}^{f=2} - E_{2S_{{1}/{2}}}^{f=1}, in muonic hydrogen and deduce a proton radius, rp=0.831r_p = 0.831 fm.Comment: 20 pages LaTe

    Chaotic dynamics and fractal structures in experiments with cold atoms

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    We use tools from nonlinear dynamics to the detailed analysis of cold atom experiments. A powerful example is provided by the recent concept of basin entropy which allows to quantify the final state unpredictability that results from the complexity of the phase space geometry. We show here that this enables one to reliably infer the presence of fractal structures in phase space from direct measurements. We illustrate the method with numerical simulations in an experimental configuration made of two crossing laser guides that can be used as a matter wave splitter

    Using the basin entropy to explore bifurcations

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    Bifurcation theory is the usual analytic approach to study the parameter space of a dynamical system. Despite the great power of prediction of these techniques, fundamental limitations appear during the study of a given problem. Nonlinear dynamical systems often hide their secrets and the ultimate resource is the numerical simulations of the equations. This paper presents a method to explore bifurcations by using the basin entropy. This measure of the unpredictability can detect transformations of phase space structures as a parameter evolves. We present several examples where the bifurcations in the parameter space have a quantitative effect on the basin entropy. Moreover, some transformations, such as the basin boundary metamorphoses, can be identified with the basin entropy but are not reflected in the bifurcation diagram. The correct interpretation of the basin entropy plotted as a parameter extends the numerical exploration of dynamical systems

    Data-driven estimation of the instantaneous reproduction number and growth rates for the 2022 monkeypox outbreak in Europe

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    Objective: To estimate the instantaneous reproduction number RtR_t and the epidemic growth rates for the 2022 monkeypox outbreaks in the European region. Methods: We gathered daily laboratory-confirmed monkeypox cases in the most affected European countries from the beginning of the outbreak to September 23, 2022. A data-driven estimation of the instantaneous reproduction number is obtained using a novel filtering type Bayesian inference. A phenomenological growth model coupled with a Bayesian sequential approach to update forecasts over time is used to obtain time-dependent growth rates in several countries. Results: The instantaneous reproduction number RtR_t for the laboratory-confirmed monkeypox cases in Spain, France, Germany, the UK, the Netherlands, Portugal, and Italy. At the early phase of the outbreak, our estimation for RtR_t, which can be used as a proxy for the basic reproduction number R0R_0, was 2.062.06 (95%95\% CI 1.63−2.541.63-2.54) for Spain, 2.622.62 (95%95\% CI 2.23−3.172.23-3.17) for France, 2.812.81 (95%95\% CI 2.51−3.092.51-3.09) for Germany, 1.821.82 (95%95\% CI 1.52−2.181.52-2.18) for the UK, 2.842.84 (95%95\% CI 2.07−3.912.07-3.91) for the Netherlands, 1.131.13 (95%95\% CI 0.99−1.320.99-1.32) for Portugal, 3.063.06 (95%95\% CI 2.48−3.622.48-3.62) for Italy. Cumulative cases for these countries present subexponential rather than exponential growth dynamics. Conclusions: Our findings suggest that the current monkeypox outbreaks present limited transmission chains of human-to-human secondary infection so the possibility of a huge pandemic is very low. Confirmed monkeypox cases are decreasing significantly in the European region, the decline might be attributed to public health interventions and behavioral changes in the population due to increased risk perception. Nevertheless, further strategies toward elimination are essential to avoid the subsequent evolution of the monkeypox virus that can result in new outbreaks.Non
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