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We demonstrate reliable machine-learned tuning of quantum-dot-based artificial Kitaev chains to Majorana sweet spots, using the covariance matrix adaptation algorithm. We show that a loss function based on local tunneling spectroscopy features of a chain with two additional sensor dots added at its ends provides a reliable metric to navigate parameter space and find points where crossed Andreev re
Straw and nutrients retained in soil are crucial for priming effect (PE) and consequently for soil organic matter (SOM) turnover. However, the mechanisms by which carbon (C), nitrogen (N), and phosphorus (P) and their stoichiometric ratios impact microbial communities and regulate the PE intensity remain controversial, particularly in the flooded rice soils. In this work, the PE dynamics and micro
The major driver of the climate and biodiversity crisis is our unsustainable production and consumption patterns, but the need to transition to a circular and resource- efficient economy has not been sufficiently addressed by policymakers. Policies supporting circular industrial transition are still rare, not the least in contrast with the recent momentum gained by green industrial policy in EU an
Abstract: The Abrasion–Ablation Monte Carlo for Colliders (AAMCC) model is used to study the characteristics of spectator matter in central collisions of relativistic 238U nuclei, which are sensitive to the mutual orientation and the degree of deformation of the colliding nuclei. It is shown that the multiplicity of spectator neutrons and their forward-backward asymmetry substantially depend on th
Despite the successes in the use of artificial intelligence systems for image analysis, in certain critical applications, the final decision-making should remain with the human operator. To facilitate the working conditions of an unmanned aerial vehicle (UAV) pilot during prolonged missions, an auxiliary narrow-angle video camera is installed on board the UAV. This camera can be positioned indepen
BACKGROUND: Health workers' (HWs') perspectives on the quality of maternal and newborn care (QMNC) are not routinely collected. In this cross-sectional study, we aimed to document HWs' perspectives on QMNC around childbirth in 12 World Health Organization (WHO) European countries.METHODS: HWs involved in maternal/neonatal care for at least one year between March 2020 and March 2023 answered an onl
The construction industry is ranked number one compared to other sectors when it comes to waste generated in the European Union. Reuse of products is a priority within the European Union to reduce the need for virgin materials and to reduce waste. Looking back at past practices, various approaches have been suggested to increase reuse of construction products, although these approaches have fallen
The widespread diffusion and adoption of digital methods and tools into archaeological practice have deeply affected and often transformed how archaeologists interact with material culture, impacting also on the collaborative and reflective aspects of excavation methods. Moreover, these transformations in archaeological methods and practice, have also brought about advancements in data collection,
ObjectivesLack of trust and transparency is stressed as a challenge for clinical implementation of Artificial Intelligence (AI). In breast cancer screening, AI-supported reading shows promising results but more research is needed on how medical experts, that are facing the integration of AI into their work, reason about trust and information needs. From a sociotechnical information practice perspe
It is assumed that nursing is performed on a scientific knowledge-based approach toward patients that considers the wellbeing of the whole person. The meaning and understanding are essentialwhen conceptualizing the idea of caring for the whole person and how this is applied by nurses inhealthcare. However, the meaning and understanding of holism varies widely according to research. The aim of this
It is generally recommended to refrain from taking rectal biopsies in radioproctopathy. Herein we describe the clinical characteristics of urorectal fistulas after such biopsies in five patients. Conservative treatment is rarely successful. Diagnostic difficulties and comorbidities limiting the possibilities for radical surgical treatment options (i e pelvic exenteration) for urorectal fistulas ar
Increasing recognition of germline DDX41 variants in patients with hematological malignancies prompted us to provide DDX41-specific recommendations for diagnosis, surveillance, and treatment. Causative germline variants in the DDX41 predispose to the development of myeloid neoplasms (MNs), especially myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML). Almost 3%–5% of all patients with
Sub-Saharan Africa has fewer medical workers per capita than any region of the world, and that shortage has been highlighted consistently as a critical constraint to improving health outcomes in the region. This paper draws on newly available, systematic, comparable data from 10 countries in the region to explore the dimensions of this shortage. We find wide variation in human resources performanc
The influence of different preparation methods on the physicochemical properties of amorphous solid forms have gained considerable attention, especially with recent publications on pharmaceutical polyamorphism. In the present study, we have investigated the possible occurrence of polyamorphism in the drug celecoxib (CEL) by investigating the thermal behavior, morphology, structure, molecular mobil
Aims Short-term ambulatory electrocardiogram (ECG) monitoring is often used to assess premature atrial complex (PAC) and premature ventricular complex (PVC) frequency, but the diagnostic reliability is unknown. The objective of this study was to study the day-to-day variability of PAC and PVC frequency. Methods We used 14-day full-disclosure mobile cardiac telemetry recordings without atrial fibri
Generalist plant-feeding insects are characterised by a broad host repertoire that can comprise several families or even different orders of plants. The genetic and physiological mechanisms underlying the use of such a wide host range are still not fully understood. Earlier studies indicate that the consumption of different host plants is associated with host-specific gene expression profiles. It
In this short Briefing Paper we consider a number of issues in response to the Draft Tasmanian Renewable Hydrogen Action Plan, published November 2019. Our research team has been exploring the potential role renewable hydrogen could play in bolstering Australia’s and Tasmania’s energy autonomy and energy security. We are a social science research team, comprising expertise in law, industrial econo
