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Extracting structural motifs from pair distribution function data of nanostructures using explainable machine learning

Characterization of material structure with X-ray or neutron scattering using e.g. Pair Distribution Function (PDF) analysis most often rely on refining a structure model against an experimental dataset. However, identifying a suitable model is often a bottleneck. Recently, automated approaches have made it possible to test thousands of models for each dataset, but these methods are computationall

Risk Assessment of Outdoor Background Gamma Radiation at Duhok City, in Kurdistan Region, Iraq

In this study, a model „ADM606M Portable Multifunction Ratemeter /Scalar“ (Gamma GP110 Detector) was used to estimate the effective dose rate in (µSv.h-1). The data were analyzed for three specified hours per day (9:00 a.m., 11:00 a.m., and 1:00 p.m.) from January 2009 to June 2016. In July 2019, the gamma scout radiation meter (dosimeter) was used to measure the outdoor gamma effective dose rate

A qualitative study of the long-term consequences and adaptation in daily life after replantation surgery at a young age

Introduction: Impaired functioning is seen in patients following replantation surgery to the thumb or fingers. Our aim was to explore long-term consequences and adaptation in daily life after a thumb and/or multiple finger amputation followed by replantation surgery during young age. Methods: Semi-structured interviews were conducted with nine recruited individuals and analysed using content analy

Search for invisible Higgs-boson decays in events with vector-boson fusion signatures using 139 fb−1 of proton-proton data recorded by the ATLAS experiment

A direct search for Higgs bosons produced via vector-boson fusion and subsequently decaying into invisible particles is reported. The analysis uses 139 fb−1 of pp collision data at a centre-of-mass energy of s = 13 TeV recorded by the ATLAS detector at the LHC. The observed numbers of events are found to be in agreement with the background expectation from Standard Model processes. For a scalar Hi

Investigation of native and aggregated therapeutic proteins in human plasma with asymmetrical flow field-flow fractionation and mass spectrometry

Physiochemical degradation of therapeutic proteins in vivo during plasma circulation after administration can have a detrimental effect on their efficacy and safety profile. During drug product development, in vivo animal studies are necessary to explore in vivo protein behaviour. However, these studies are very demanding and expensive, and the industry is working to decrease the number of in vivo

Do smart apps encourage tourists to walk and cycle? Comparing heavy versus non-heavy users of smart apps

Research on what makes people walk/cycle for tourism is significantly understudied in relation to smart app use among Asians. To bridge this gap, this work proposes and verifies an integrated research framework that includes environment and health factors, along with heavy versus non-heavy users of smart apps based on PLS-SEM and fsQCA. Public health has a positively significant impact on behavior

Improving Climate Resilience and Thermal Comfort in a Complex Building through Enhanced Flexibility of the Energy System

This research evaluates the impacts of flexible demand-side management on electricity load and indoor thermal comfort under extreme weather conditions, focusing on elderly people. For this purpose, an elderly care center in Alesund, Norway is chosen as the pilot building. A high spatiotemporal resolution building energy model is developed including thermal zones and energy systems, verified agains

Mental illness and socio-economic situation of women and men diagnosed with gambling disorder (GD) in Sweden - nationwide case-control study

The present study aimed to compare men and women with gambling disorder (GD) regarding presence of psychiatric comorbidity and socio-economic vulnerability, and to examine whether these factors appear before or after the gambling disorder. This is a retrospective case-control study, based on registers from The National Board of Health and Welfare and Statistics Sweden. A total of 3592 adults with

Odesa in Diachronic and Synchronic Studies of Urban Linguistic Landscapes of Ukraine Conducted between 2015 and 2019

Diachronic and synchronic studies of linguistic landscapes of central streets and markets were conducted in five cities in Ukraine with different language use preferences in 2015 and 2017–19. The relationship between a monolingual state language policy and the reality of language use in public spaces was investigated. This study focuses on the dynamics of the linguistic landscape of Odesa, a Russi

Simulation Studies of R2(Δ η, Δ ϕ) and P2(Δ η, Δ ϕ) Correlation Functions in pp Collisions with the PYTHIA and HERWIG Models

We presented a study of charge-independent (CI) and charge-dependent (CD) two-particle differential number correlation functions R2 and transverse momentum correlation functions P2 in pp collisions at s=2.76 TeV with the PYTHIA and HERWIG models.Calculations were presented for unidentified hadrons in three pT ranges 0.2 < pT≤ 2.0 GeV/c, 2.0 < pT≤ 5.0 GeV/c, and 5.0 < pT≤ 30.0

Study of very forward energy and its correlation with particle production at midrapidity in pp and p-Pb collisions at the LHC

The energy deposited at very forward rapidities (very forward energy) is a powerful tool for characterising proton fragmentation in pp and p-Pb collisions. The correlation of very forward energy with particle production at midrapidity provides direct insights into the initial stages and the subsequent evolution of the collision. Furthermore, the correlation with the production of particles with la

Your vibe attracts your tribe – the adaptive reuse of buildings delivering aesthetic experience and social inclusion

A significant amount of embodied energy, materials, and economic capital is tied to vacant and underused buildings. Sharing is an effective way to reduce the excess use of space. Beside sharing, much more focus should be placed on maximizing the functional use of existing buildings. Adaptive reuse can be effective not only in mitigating obsolescence, but also in enhancing the vitality of site surr

Televised stations in Italy : The visualisation of mobility on transportation hubs video networks

Passenger journeys increasingly include mediality in its various manifestations. Mass-transit systems need clear signs, often featured in the form of audiovisual media, and transmitted through displays working for captive and in-transit audiences. With reference to Italian biggest railway stations, the chapter explores the reconfiguration of those television-like networks (commonly known as ‘go-tv

Staff Radiation Protection

From a radiation protection point of view, nuclear medicine is a complex medical specialty that includes both radionuclide and radiopharmaceutical production and patient diagnostics and therapy. The practical work with radiation sources includes a variety of procedures, activity levels, dose rates, and risks of contamination. The radiation dose to the worker is largely determined by the knowledge

Direct constraint on the Higgs–charm coupling from a search for Higgs boson decays into charm quarks with the ATLAS detector

A search for the Higgs boson decaying into a pair of charm quarks is presented. The analysis uses proton–proton collisions to target the production of a Higgs boson in association with a leptonically decaying W or Z boson. The dataset delivered by the LHC at a centre-of-mass energy of [InlineEquation not available: see fulltext.] and recorded by the ATLAS detector corresponds to an integrated lumi

Introduction to Biostatistics

Knowledge in statistics is essential to draw solid conclusions from data. This chapter covers the basic concepts needed to navigate in the world of biostatistics, with the aim that the reader should know what to search for when encountering new situations. First, the chapter introduces basic concepts such as scales of measurement, relation between sample and population, and features of stochastic

Principles of Radiological Protection in Healthcare

The use of ionizing radiation and radioactive substances for diagnostic, interventional and therapeutic procedures in health care provides benefits to millions of people each year. Since ionizing radiation also has harmful effects, a radiation protection approach is needed. The International Commission on Radiological Protection (ICRP) has formulated the primary aim of radiation protection in gene

Diagnostic Dosimetry

Diagnostic nuclear medicine, more recently also named functional molecular imaging, deals with medical procedures performed to help diagnose a variety of diseases. The procedures are based on the use of tracer amounts of radioactive material, where a radionuclide is attached to a ligand with specific affinity to a physiological, metabolic, or receptor-specific process. To balance the benefit of a