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Learning accurate and stable time-advancement operators for nonlinear partial differential equations (PDEs) remains challenging, particularly for chaotic, stiff, and long-horizon dynamical systems. While neural operator methods such as the Fourier Neural Operator (FNO) and Koopman-inspired extensions achieve good short-term accuracy, their long-term stability is often limited by unconstrained late
I denna rapport analyseras jordbrukssektorns potential att bidra med biomassa till biobaserade produkter och energi. Som jämförelse beskrivs också skogssektorns potential översiktligt. Syftet är att skapa en kunskapsbas för vidare studier om tillgången på biomassa, konkurrens mellan användningsområden, framtida biomassapotentialen för biogasproduktion samt behovet av styrmedel i omställningen mot
Background: Heating is a key challenge for Europe’s decarbonisation goals, accounting for a large share of energy use and emissions while shaping everyday life, comfort, and vulnerability. This article compares home heating transitions in Finland, Romania, Sweden, and the United Kingdom through an integrated framework combining energy democracy, energy citizenship, and energy justice. The study ex
Focusing on how environmental stressors intersect with socioeconomic vulnerabilities to shape migratory patterns, this study examines the relationship between climate change and youth (im)mobility in Ethiopia. It examines how climate shocks—including droughts, unpredictable rainfall, and land degradation—heighten household insecurity and shape young people’s migration decisions. Using mixed-method
Drylands are water-limited systems that collectively sustain hundreds of millions of people, yet land–atmosphere feedbacks such as terrestrial moisture recycling remain poorly quantified. In particular, the origins of precipitation in China's drylands and their atmospheric water vapor budgets remain unclear. Here we use a Lagrangian moisture-tracking model to quantify atmospheric moisture sources
Background: Breast cancer diagnoses are limited in low- and middle-income settings due to lack of medical resources. In these settings, point-of-care ultrasound (POCUS) combined with artificial intelligence (AI)-based interpretation could be a suitable approach. Purpose: To compare the performance of an AI-based breast cancer classification algorithm with radiologists and assess whether POCUS perf
Background Screening with digital breast tomosynthesis (DBT) detects more cancers than with digital mammography (DM), but has small effect, if any, on interval cancer incidence. Methods Data were pooled from two randomized trials within the MAITA Consortium, including 100743 women (664 cancers) screened at baseline and 82938 women (550 cancers) followed for cumulative incidence at subsequent round
Abstract - Instructional Course Structure • Chair: Jenny Carroll. • Speakers: Lisbeth Nilsson, Kirsty Taylor and Iwona Orlowska. Objectives • To share the process and outcomes of establishing an early mobility playgroup for children aged 6 months - 3 years who have complex neuro-disability. • To explore how the ‘Driving to Learn’ approach and the ALP-tool (Assessment of Learning Powered mobility
Purpose: Children gain increased health and well-being by participating in physical activity (PA) and exercise. Globally, only 19% of children meet the World Health Organisation recommendations on PA and the rates are even lower among children with disabilities. Children with disabilities are often dependent on assistive exercise products (AEP) to be able to perform PA and exercise. The aim was
Cancer cells display marked heterogeneity in size and morphology, traits long recognized in pathology as indicators of pleomorphism and poor prognosis. Yet, the functional significance and phenotypic consequences of these morphological variations within a single cancer cell population remain poorly understood. Here, we employed a deterministic lateral displacement (DLD) microfluidic device with a
A novel phylogenetic hypothesis for the subfamilies Dyopsinae and Thiacidinae is presented. For the first time, the type genus and species of Thiacidinae, Thiacidas postica Walker, is sequenced and analysed within an expanded dataset that includes a diverse array of representative Noctuidae. Utilizing a combination of phylogenomic data and traditional phylogenetic analyses based on legacy (Sanger)
To estimate prevalence and associated factors of comorbid fibromyalgia in axial spondyloarthritis (axSpA), and to explore discriminative capacity (for discerning fibromyalgia) of algometry-assessed pain sensitivity measures. AxSpA patients from the population-based SPARTAKUS cohort evaluated for fibromyalgia (1990 ACR criteria) were included (n = 243; r-axSpA/nr-axSpA = 165/78). Factors associated
In 2024–2025, the Cystic Fibrosis Foundation (US) and Cystic Fibrosis Trust (UK) hosted an International CFRD Consortium round-table webinar series for basic science, translational, and clinical researchers with the goal of sharpening mechanistic understanding of CFRD pathogenesis and prioritizing therapeutic development. This review summarizes the research priorities identified in the Internation
