Health Security is a major concern for the Democratic Republic of the Congo (DRC). It is the second largest country in Africa, borders nine other countries, has more than 80 million inhabitants, and has suffered from decades of neglect and conflicts together with multiple recurrent disease outbreaks, including Ebola.

Cracks in the liberal international order (LIO) have been occurring since its very formation. Yet, some international relations scholarship frames the narrative about imminent threats to the LIO as if such threats were new. From a postcolonial vantage point, this essay contends that mainstream theorizing about international order is problematically Eurocentric and develops a three-pronged argument. In the first place, the essay argues for understanding order as a command or as an imposition. Order as a command renders visible power disparities, injustices, and inequalities of the international order as seen by actors from below. Second, the essay leans on Edward Said's contrapuntal reading method to show that experiences of order are plural rather than singular or universal. Third, the essay argues that from a postcolonial perspective, the opposite of order is not chaos or volatility but rather agency or the authorship to be a rule maker. A full picture of order as imposition requires understanding how togetherness and sameness are modes for Global South actors to find collective unity to resist the injustices and inequalities of the LIO.

Since the outbreak of the COVID-19 epidemic, it has posed a great crisis to the health and economy of the world. The objective is to provide a simple deep-learning approach for predicting, modelling, and evaluating the time evolutions of the COVID-19 epidemic. The Dove Swarm Search (DSS) algorithm is integrated with the echo state network (ESN) to optimize the weight. The ESN-DSS model is constructed to predict the evolution of the COVID-19 time series. Specifically, the self-driven ESN-DSS is created to form a closed feedback loop by replacing the input with the output. The prediction results, which involve COVID-19 temporal evolutions of multiple countries worldwide, indicate the excellent prediction performances of our model compared with several artificial intelligence prediction methods from the literature (e.g., recurrent neural network, long short-term memory, gated recurrent units, variational auto encoder) at the same time scale. Moreover, the model parameters of the self-driven ESN-DSS are determined which acts as a significant impact on the prediction performance. As a result, the network parameters are adjusted to improve the prediction accuracy. The prediction results can be used as proposals to help governments and medical institutions formulate pertinent precautionary measures to prevent further spread. In addition, this study is not only limited to COVID-19 time series forecasting but also applicable to other nonlinear time series prediction problems.

We derive large-sample and other limiting distributions of components of the allele frequency spectrum vector, $\mathbf{M}_n$, joint with the number of alleles, $K_n$, from a sample of n genes. Models analysed include those constructed from gamma and $\alpha$-stable subordinators by Kingman (thus including the Ewens model), the two-parameter extension by Pitman and Yor, and a two-parameter version constructed by omitting large jumps from an $\alpha$-stable subordinator. In each case the limiting distribution of a finite number of components of $\mathbf{M}_n$ is derived, joint with $K_n$. New results include that in the Poisson–Dirichlet case, $\mathbf{M}_n$ and $K_n$ are asymptotically independent after centering and norming for $K_n$, and it is notable, especially for statistical applications, that in other cases the limiting distribution of a finite number of components of $\mathbf{M}_n$, after centering and an unusual $n^{\alpha/2}$ norming, conditional on that of $K_n$, is normal.

The Hobbesian problem of order has been central to international relations (IR) pedagogy. What are the political implications of this pedagogy? Giving students conceptual tools to understand world politics feels vital in this moment of anxiety about the erosion of the current international order. But some of the deepest threats to international order are rooted in a multiplicity of justice claims. IR's explanatory orientation, and the many biases underlying its anchoring concepts, limit our ability as educators to make sense of those threats in the language of the discipline. How do we teach IR, then, without socializing students into a problematic discipline that only reproduces the existing order? I propose that rather than jettison our disciplinary concepts and frames with their baked-in injustices, we can reorient our teaching about them. Drawing on history and mythology, I focus on the Westphalian myth that anchors IR's central question: Given states, how can international order be produced? I suggest another version of the myth that foregrounds how order and justice, the explanatory and the normative, are entangled all the way down. This revised Westphalian myth urges us to think of recognition of political units—a justice claim—as intrinsic to ordering decisions.

Understanding the origins of policy ideas can be crucial when trying to explain dynamics of political change and continuity. Paradigmatic changes in the German pension system have been attributed to the import of “foreign” neoliberal policy ideas from transnational organizations and other countries. The literature describes such processes as policy diffusion, transfer, or translation. In contrast, this article argues that foreign pension ideas did not have a substantive influence on local policy innovations and preference-formation processes. Instead, pension policy pioneers developed their ideas predominantly “from within” through bricolage by reconfiguring long-standing domestic schools of thought. Drawing on a wide range of primary and secondary sources, the analysis combines a broad historical perspective with case studies of individual policy makers. This sheds new light on the careers of ideas and why significant actors pick them up at certain points.

Droplet impingement on a heated substrate is the fundamental process underlying various technologies, ranging from spray cooling to inkjet printing. Understanding the coupled effects of fluid dynamics and heat transfer patterns during droplet jumping, boiling and evaporation, which determine the outcomes of the impingement process, is essential. Here, we developed two-colour planar laser-induced fluorescence and micro-particle image velocimetry technologies to measure quantitatively the velocity and temperature distributions inside the droplet during an impingement process with high temporal and spatial resolution. With our novel measuring system, the hot spots at the solid–liquid interface are discovered for the first time. The influence of contact boiling on the droplet internal mixing, which impedes droplet recoiling and reduces the rebounding velocity, is discussed. A significant enhancement in heat absorption for partially rebounding droplets is discovered, where the impingement heat transfer rate is doubled compared to other vapour-layer-covered droplets. The scaling correlations of viscous dissipation rate and contact time of rebounding droplets, as well as the time variation of droplet temperature rise, are proposed. More detailed patterns inside droplets can be captured by these experimental methods, which will help to reveal more intrinsic mechanisms lying in thermally induced flow, complex fluids and droplet-impacting-based technologies.

Trade and sustainable development (TSD) chapters in international trade agreements include labour provisions with a view to prevent a “race to the bottom” and reaffirm the existing international labour commitments. When properly formulated and implemented, these provisions could have positive normative impacts on the international and domestic rule of law. This article provides a critical analysis of the evolution of labour standards in international trade agreements, particularly focusing on the European Union’s (EU) approach, in comparison with the approach in the Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP). More specifically, it considers ways in which trade agreements contribute to the improvement of labour standards in domestic legal systems. While EU trade agreements embrace minimum standards under international labour law rather than higher standards that apply in the EU legal order, the article argues that there is at least a normative shift towards a more efficient implementation of labour rights through EU agreements, which could make a limited contribution to the rule of law.

We report a unique case of an adolescent patient with Fontan physiology presenting with unconjugated hyperbilirubinemia due to dehiscence of a tricuspid valve annuloplasty ring.

Historically, the higher education curriculum in business degrees has contained little or no Aboriginal and Torres Strait Islander (herein ‘Indigenous’) content. With the increase in awareness at the societal level, Australian university business schools need to change and design the curriculum, so that students graduate with the capability to engage with Indigenous businesses, individuals, and communities while understanding contemporary policy and business including sustainability, Human Resources, supply chain, and governance. First, secondary data from Australian Department of Education, Skills, and Employment were collected on Indigenous and non-Indigenous higher education students is presented to establish the current levels of student’s access and completion rates in management, commerce and business areas. Secondly, focus groups were held to gain the views of educators who have taught Indigenous curriculum in Foundation business and commerce curriculum and share their perceptions of the impact of this on students and themselves. The secondary data presented show the imperative of providing strategies to support and opportunities to Indigenous students and that by embedding Indigenous knowledge students can build awareness and connection leading to short and long term improvements. Information gathered from the research can be used to support the largely positive impact teaching Indigenous curriculum thereby addressing government policies in closing the gap of education and employment.

We have experimentally investigated the collisionless shock acceleration of ions via the interaction of a relativistic intensity (3 × 1019 W/cm2), 1.053 µm wavelength laser pulse with an underdense plasma. This plasma is formed through the use of a novel cluster jet design that allows for control of the plasma peak density and front scale length without the use of additional plasma-forming laser pulses. When the front density scale length of the target plasma is less than 60 µm, the laser pulse (1 J, 400 fs) is capable of launching an electrostatic shock wave that accelerates a proton beam. This beam is shown to have a narrow divergence angle of 0.8°, a peak flux of 14 × 106 protons/sr with an ion energy exceeding 440 keV. Particle-in-cell simulations indicate this narrow ion beam is produced by converging shocks generated via filamentation of the laser pulse in high-density (near critical) plasma.

Small and medium-sized enterprises constitute the largest share of companies in most economies. As major resource users and significant contributors to environmental pollution, they are relevant targets for public policy programs aimed at increasing sustainability. We study how ‘sludge’ – small frictions in the choice architecture – can impact the uptake and effectiveness of such public policy programs targeted at SMEs. To this end, we conducted a field experiment within an existing policy program designed to support SMEs in implementing cost-effective environmental management practices. We manipulated the process of receiving free green items intended to support the implementation of those environmentally friendly practices within firms. We find that sludge, in the form of minor additional effort required to order the items, substantially undermined the program’s effectiveness. These results have important implications for policymakers: even minor sludge in the choice architecture can seriously impair the effectiveness of public policy programs targeted at companies.

Overconfidence plays a role in a large number of individual decision biases and has been considered a ‘meta-bias’ for this reason. However, since overconfidence is measured behaviorally with respect to particular tasks (in which performance varies across individuals), it is unclear whether people generally vary in terms of their general overconfidence. We investigated this issue using a novel measure: the Generalized Overconfidence Task (GOT). The GOT is a difficult perception test that asks participants to identify objects in fuzzy (‘adversarial’) images. Critically, participants’ estimated performance on the task is not related to their actual performance. Instead, variation in estimated performance, we argue, arises from generalized overconfidence, that is, people indicating a cognitive skill for which they have no basis. In a series of studies (total N = 1,293), the GOT was more predictive when looking at a broad range of behavioral outcomes than two other overestimation tasks (cognitive and numeracy) and did not display substantial overlap with conceptually related measures (Studies 1a and 1b). In Studies 2a and 2b, the GOT showed superior reliability in a test–retest design compared to the other overconfidence measures (i.e., cognitive and numeracy measures), particularly when collecting confidence ratings after each image and an estimated performance score. Finally, the GOT is a strong predictor of a host of behavioral outcomes, including conspiracy beliefs, bullshit receptivity, overclaiming, and the ability to discern news headlines.

This article scrutinizes public contestations over Black history during 1963's Emancipation Centennial. Specifically, it investigates how the Kennedy administration censored the historian John Hope Franklin's drafts for the chief commemorative effort Freedom to the Free, a history of civil rights since 1863. Reflecting the hubris of mid-twentieth-century racial liberalism, these edits excised white supremacy from American history, instead celebrating a confining definition of racial progress that prioritized Black equalization, adjustment, and incorporation into a deracialized liberal nationhood. The censoring of Franklin's dissident Americanism therefore highlights how racial liberalism simultaneously promoted and suppressed Black history, historians, and public figures more generally.

Why did the human brain evolve? This study develops a Malthusian growth model with heterogeneous agents and natural selection to explore the evolution of human brain size. We find that if the cognitive advantage of a larger brain dominates its higher metabolic costs, then the average brain size increases over time, which is consistent with the rising trend in human brain size that started over 2 million years ago. Furthermore, an improvement in hunting-gathering productivity (e.g., the discovery of using stone tools and fire in hunting animals and cooking food) helps to trigger this human brain size evolution. As the average brain size increases, the average level of hunting-gathering productivity also rises over time. Quantitatively, our model is able to replicate the trend in hominin brain evolution over the last 10 million years.

Let G be a split connected reductive group defined over $\mathbb {Z}$. Let F and $F'$ be two non-Archimedean m-close local fields, where m is a positive integer. D. Kazhdan gave an isomorphism between the Hecke algebras $\mathrm {Kaz}_m^F :\mathcal {H}\big (G(F),K_F\big ) \rightarrow \mathcal {H}\big (G(F'),K_{F'}\big )$, where $K_F$ and $K_{F'}$ are the mth usual congruence subgroups of $G(F)$ and $G(F')$, respectively. On the other hand, if $\sigma $ is an automorphism of G of prime order l, then we have Brauer homomorphism $\mathrm {Br}:\mathcal {H}(G(F),U(F))\rightarrow \mathcal {H}(G^\sigma (F),U^\sigma (F))$, where $U(F)$ and $U^\sigma (F)$ are compact open subgroups of $G(F)$ and $G^\sigma (F),$ respectively. In this article, we study the compatibility between these two maps in the local base change setting. Further, an application of this compatibility is given in the context of linkage – which is the representation theoretic version of Brauer homomorphism.