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Active flow control based on reinforcement learning has received much attention in recent years. Indeed, the requirement for substantial data for trial-and-error in reinforcement learning policies has posed a significant impediment to their practical application, which also serves as a limiting factor in the training of cross-case agents. This study proposes an in-context active flow control policy learning framework grounded in reinforcement learning data. A transformer-based policy improvement operator is set up to model the process of reinforcement learning as a causal sequence and autoregressively give actions with sufficiently long context on new unseen cases. In flow separation problems, this framework demonstrates the capability to successfully learn and apply efficient flow control strategies across various airfoil configurations. Compared with general reinforcement learning, this learning mode without the need for updating the network parameter has even higher efficiency. This study presents an effective novel technique in using a single transformer model to address the flow separation active flow control problem on different airfoils. Additionally, the study provides an innovative demonstration of incorporating reinforcement-learning-based flow control with aerodynamic shape optimization, leading to collective enhancement in performance. This method efficiently lessens the training burden of the new flow control policy during shape optimization, and opens up a promising avenue for interdisciplinary intelligent co-design of future vehicles.
In 1820 two French scientists – Pierre Joseph Pelletier and Jean Bienaimé Caventou – discovered and named the active alkaloid substance extracted from cinchona bark: quinine. The bark from the ‘wondrous’ fever tree, and its antimalarial properties, however, had long been known to both colonial scientists and indigenous Peruvians. From the mid-seventeenth century, cinchona bark, taken from trees that grow on the eastern slopes of the Andes, was part of a global circulation of botanical knowledge, practice and profit. By the 1850s, Europeans eager to bypass South American trade routes to access cinchona plants established plantations across the global South in French Algeria, Dutch Java and British India. Wardian cases – plant terrariums named after British physician Nathaniel Bagshaw Ward – would fuel new imperial efforts to curb malaria, contemporaries argued. And yet cinchona trees proved difficult to transport over land and sea, and did not easily or universally thrive in new tropical climates. As a result of the growing demand and uncertainty around cinchona, as Pratik Chakrabarti has argued, from the late eighteenth century there was ‘a global scientific obsession’ with finding a ‘substitute’ for cinchona, particularly local alternatives in India and China.1
In sub-Saharan Africa, and particularly within Ghana’s savanna ecosystem, scientific studies on the distribution patterns and habitat use of raptors, including vultures, are scarce. Despite global research on vulture abundance and habitat preferences, data from West Africa remain limited. This study examines the abundance of four vulture species, focusing on their seasonal activity, age distribution, and preference for three specific habitats, i.e. woodlands, riparian forests, and grasslands, in the southern part of Mole National Park (MNP), Ghana. We conducted a survey using 39 line transects during both dry and wet seasons to make an inventory of these species. Employing a generalised linear model, we assessed the influence of seasons, age, and habitat types on vulture abundance. Our survey recorded a total of 466 vultures, with Hooded Vulture Necrosyrtes monachus and White-backed Vulture Gyps africanus being the most frequently observed. Vulture numbers were notably higher in riparian and woodland areas than in grasslands, and adults were more prevalent than juveniles across all observed species. The study highlights the need for continuous monitoring and the protection of critical riparian habitats to aid in the conservation of these threatened species within the MNP.
Reduced exposure to sweet taste has been proposed to reduce sweet food preferences and intakes, but the evidence to support these associations is limited. This randomised controlled trial investigated the effects of a whole-diet sweet taste intervention for 6 d, on subsequent pleasantness, desire for and sweet food intakes. Participants (n 104) were randomised to increase (n 40), decrease (n 43) or make no change to (n 21) their consumption of sweet-tasting foods and beverages for 6 consecutive days. Pleasantness, desire to eat, sweet taste intensity and sweet food and beverage intakes were assessed on days 0 and 7. One hundred and two (98 %) participants completed the study, and self-reported adherence with the dietary interventions was moderate to good (M = 66–72/100 mm), with instructions to decrease sweet food consumption reported as more difficult than the other diets (smallest (t(81) = 2·45, P = 0·02, Mdiff = 14/100 mm, se = 2 mm). In intention-to-treat analyses, participants in the decreased sweet food consumption group reported higher sweet taste intensity perceptions at day 7 compared with day 0 (F(2101) = 4·10, P = 0·02, Mdiff = 6/100 mm, se = 2 mm). No effects were found for pleasantness (F(2101) = 2·04, P = 0·14), desire to eat (F(2101) = 1·49, P = 0·23) or any of the measures of sweet food intake (largest F(2101) = 2·53, P = 0·09). These results were confirmed in regression analyses that took self-reported adherence to the diets into account. Our findings suggest that exposure to sweet taste does not affect pleasantness, desire for or intakes of sweet-tasting foods and beverages. Public health recommendations to limit the consumption of sweet-tasting foods and beverages to reduce sweet food preferences may require revision.
Recent years have witnessed growing attention to popular culture’s role in the reproduction, negotiation, and contestation of global political life. This article extends this work by focusing on games targeted at young children as a neglected, yet rich site in which global politics is constituted. Drawing specifically on the Heroes of History card game in the Top Trumps franchise, I offer three original contributions. First, I demonstrate how children’s games contribute to the everyday (re)production of international relations through the contingent storying of global politics. Heroes of History’s narrative, visual organisation, and gameplay mechanics, I argue, construct world politics as an unchanging realm of conflict through their shared reproduction of a valorised, masculinised figure of the warrior hero. This construction, moreover, does important political work in insulating young players from the realities and generative structures of violence. Second, the polysemy of children’s games means they also provide opportunity for counter-hegemonic ‘readings’ of the world even in seemingly straightforward examples of the genre such as this. Third, engaging with such games as meaningful objects of analysis opens important new space for dialogue across International Relations literatures on children, popular culture, gender, the everyday, and heroism in world politics.
This article examines the effects of the militarization of public security and the conflicts it triggers on a central democratic institution: press freedom. We focus on Mexico, which experienced multiple waves of assassinations of local journalists after the federal government declared a War on Drugs against the country’s main cartels and deployed the military to the country’s most conflictive regions. We argue that violence against journalists is tied to the outbreak of criminal wars—the multiple localized turf wars and power struggles unleashed by the federal military intervention. Subnational politicians and their security forces and drug lords are at the center of these conflicts because they jointly enable local operations of the transnational drug-trafficking industry. To defend their interests, they have individual and shared incentives to prevent city- and town-level journalists from (or punish them for) publishing fine-grained information that may compromise their criminal and political survival and their quest for local control. We compiled the most comprehensive dataset available on lethal attacks on journalists from 1994 to 2019 to test our claims. Using a difference-in-differences design, we show that violence against local journalists substantially increased in militarized regions, where the military decapitated the cartels and fragmented the criminal underworld, triggering violent competition for criminal governance—de facto rule over territories, people, and illicit economies. Evidence from original focus groups and interviews with at-risk reporters suggests that governors, mayors, and their police forces possibly joined cartels in murdering journalists to mitigate the risks of unwanted information and to minimize the costs of criminal governance by silencing the press and society. Our study offers a sobering lesson of how the militarization of anti-crime policy and the onset of criminal wars can undermine local journalism, press freedom, and democracy.
While omega-3 polyunsaturated fatty acids (PUFAs) have shown promise as an adjunctive treatment for schizophrenia and other psychotic disorders, the overall consensus about their efficacy across studies is still lacking and findings to date are inconclusive. No clinical trials or systematic reviews have yet examined if omega-3 PUFAs are associated with differential levels of efficacy at various stages of psychosis.
Method
A systematic bibliographic search of randomized double-blind placebo-controlled trials (RCTs) examining the effect of omega-3 PUFAs as a monotherapy or adjunctive therapy versus a control group in adults and children at ultra-high risk (UHR) for psychosis, experiencing a first-episode psychosis (FEP), or diagnosed with an established psychotic disorder was conducted. Participants’ clinical symptoms were evaluated using total and subscale scores on validated psychometric scales.
Results
No beneficial effect of omega-3 PUFAs treatment was found in comparison with that of placebo (G = −0.26, 95% CI −0.55 to 0.03, p = 0.08). Treatment of omega-3 PUFAs did not prove any significant improvement in psychopathology in UHR (G = −0.09, 95% CI −0.45 to 0.27, p = 0.63), FEP (G = −1.20, 95% CI −5.63 to 3.22, p = 0.59), or schizophrenia patients (G = −0.17, 95% CI −0.38 to −0.03, p = 0.10).
Conclusion
These findings confirm previous evidence that disputes the original reported findings of the beneficial effect of omega-3 PUFAs in schizophrenia. Furthermore, accumulative evidence of the use of omega-3 as a preventive treatment option in UHR is not supported, suggesting that the need for future studies in this line of research should not be promoted.
Owing to habitat loss, the entire breeding population of the globally threatened Aquatic Warbler Acrocephalus paludicola, a flagship bird species of fen mires, is now limited to scattered areas in east-central Europe. The breeding biology of the Aquatic Warbler was studied between 2012 and 2015 in calcareous fens dominated by the Cladietum marisci sedge community at the south-western range limit of the species, near Chełm, in south-east Poland. Two nesting peaks were observed during the breeding season, corresponding to first and second breeding attempts. Nest densities were greater during the first- rather than the second-brood period but singing male densities did not differ between the brood periods. Clutch size and post-hatching fledging success were significantly lower during the second-brood period. Total nest fledging success (whether or not a nest fledged at least one young) was 76.6% in 124 nests with known outcomes with an average of 2.7 (± SE 0.2) fledglings per nest. Mayfield probability of nest survival was 56.9% with losses mainly due to predation (55%), nest desertion or female predation (28%), and changes in water level (14%). Nest survival to fledging increased along the gradient of increasing levels of litter layer thickness, stagnating water, and vegetation height at the nest, and increasing height of the nest above the soil. Fledgling production tended to be lower than in the Biebrza Marshes (north-east Poland) habitats, assumed to be optimal for breeding. Otherwise, the reproductive success estimates did not deviate from nests found in the core breeding areas in north-east Poland or Belarus. Brood feeding frequency (15.5 ± 1.0/hour) was similar to that observed in the Biebrza Marshes. Our results suggest that the calcareous fens at the margins of the current species’ range provide a suitable breeding habitat. However, as the nesting area has contracted, management programmes tailored to the ecological requirements of the Aquatic Warbler are required.
Let G be a finite group and r be a prime divisor of the order of G. An irreducible character of G is said to be quasi r-Steinberg if it is non-zero on every r-regular element of G. A quasi r-Steinberg character of degree $\displaystyle |Syl_r(G)|$ is said to be weak r-Steinberg if it vanishes on the r-singular elements of $G.$ In this article, we classify the quasi r-Steinberg cuspidal characters of the general linear group $GL(n,q).$ Then we characterize the quasi r-Steinberg characters of $GL(2,q)$ and $GL(3,q).$ Finally, we obtain a classification of the weak r-Steinberg characters of $GL(n,q).$
Most global inequality is between countries, but inequality perceptions have mostly been investigated within the country. Six studies (total N = 2656, 5 preregistered, 1 incentivized for accuracy, 1 with a sample representative of the USA) show that Westerners (U.S. American, British, and French participants) believe that developing and middle-income countries’ GDP per capita is much closer to developed countries’ than it actually is, and that people in developing and middle-income countries have higher rates of car ownership, larger houses, and eat out more frequently than they actually do, meaning that Westerners underestimate global inequality. This misperception is underpinned by a convergence illusion: the belief that over time, poorer countries have closed the economic gap with richer countries to a larger extent than they have. Further, overestimating GDP per capita is negatively correlated with support for aid to the target country and positively correlated with a country’s perceived military threat. We discuss implications for inequality perceptions and for global economic justice.
Museums and news organizations make up major parts of the structure that maintains an informed community essential to democracy. As resources for both of these institutions dwindle, it’s more important than ever for these sectors to work together toward their common goals – not only with each other, but with their respective communities in ways that are collaborative and egalitarian. The following outlines Civil Wrongs, a program started at the University of Memphis Department of Journalism and Strategic Media in 2022, as an emerging example of how these institutions can work together and learn from each other for the sake of a more informed community. Civil Wrongs is both a journalistic project of the nonprofit Institute for Public Service Reporting, and an academic class for junior and senior college students from multiple disciplines, including journalism, history, and political science. Through narrative podcasting, the program aims to examine past cases of racial terror in the Mid-South and analyze their connection to present-day injustices. It is a break from the traditional journalistic model that focuses solely on the present with little historical context and therefore naturally creates a bridge to museums that are grounded in history education.
In this article, I argue that Sérgio Buarque de Holanda’s sociohistorical analyses of the formation of Brazilian society in Raízes do Brasil are based on a non-sociohistorical assumption. Holanda prioritizes the influence of the Portuguese colonizer on that formation based on a determinist-organicist standpoint. Although he also attributes deleterious traits to the Portuguese, he describes them as endowed with a consistent character able to adjust to adverse natural conditions and other ethnicities. As for African and Indigenous peoples, conversely, besides deprecating their temperament, Holanda reduces their influence to a peripheral and reinforcing function to the Portuguese temperament. Furthermore, he attributes the leading role in shaping Brazilian identity to the Portuguese. As I demonstrate, Holanda’s overvaluation of the Portuguese and his oversimplification of African and Indigenous peoples’ contribution to the sociohistorical development of Brazil reflect his view of peoples’ identities as naturally given, as organic-like features, and not as socially constructed.
At a time of increased demand for specialist mental health services, a more nuanced understanding of how adolescents navigate systems of care and support is essential. We mapped ‘networks of care’ to explore patterns of mental health help-seeking alongside the perceived helpfulness of support accessed.
Methods
We examined data from 23 927 adolescents aged 11–18 years who participated in the 2023 OxWell Student Survey, an English school-based, repeated cross-sectional survey of mental health and wellbeing. Students self-reported past-year access to 18 types of support across informal (e.g. friends and family), semi-formal (e.g. school and charities), and formal (e.g. health and social care) domains, alongside how helpful they found the support. We used a network approach to explore interconnections between sources of support accessed and perceived helpfulness.
Results
One in four (27.0%, 6449/23927) adolescents reported past-year access to mental health support, of which 56.7% (3658/6449) reported accessing multiple types. Informal networks were the most commonly accessed (23.1%, 5523/23927), followed by semi-formal (9.7%, 2317/23927) and formal (6.8%, 1623/23927) supports. Informal sources had high acceptability, with around 80–90% reporting them as helpful, whereas child and adolescent mental health services (CAMHS), helplines, and online supports were perceived to be the least helpful. The networks also identified groups who might not be optimally served by current systems, including gender diverse adolescents and adolescents who found mental health support from their parents unhelpful.
Conclusions
Adolescents are accessing mental health support across informal, semi-formal, and formal sources of care. Services can no longer be developed, delivered, or evaluated in isolation from these networks.