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Dynamic multi-layer Aerial system for latent diffusion-based Generative AI Inference at the Edge
In this paper, we investigate a Multi-layer Aerial system for GenAI inference at the Edge (MAGE). Therein, ground user equipments (UEs) request image synthesis services from a remote base station (BS) that leverages the Latent Diffusion Model (LDM) for image generation. Multiple Unmanned Aerial Vehicles (UAVs) are deployed to serve the UEs for relaying their images and prompts to the BS. To reduce
A metaheuristic approach for mission assignment and task offloading in Open RAN-enabled intelligent transport systems
We explore mission assignment and task offloading in Open Radio Access Network (Open RAN)-enabled intelligent transportation systems (ITS), where autonomous vehicles utilize mobile edge computing for efficient processing. Existing studies often overlook mission dependencies and offloading costs, leading to suboptimal decisions. To address this, we formulate a novel optimization problem that integr
Active train stations
With the current climate crisis, it is time to reframe our understanding of active mobility as a solution for short journeys only. When combined with public transport, almost any journey can be an active one. To compete with private automobile travel, public transport must combine the speed of motorised transport, the reliability of dedicated right-of-way services, and the flexibility of active tr
Five Pathogenetic Classifications for Alloimmune Hemolytic Disease of the Fetus And Newborn
Maternal alloantibody-induced hemolytic disease of the fetus and newborn (HDFN) remains a significant concern worldwide. Alloimmune HDFN can be pathogenetically named by the specific alloantibodies involved. Moreover, four mechanistic pathway types are generally recognized in clinical practice: classical or extravascular hemolysis; immune-pressure-escaped, also known as antibody-mediated antigen-m
A new sample of massive B-type contact binary candidates from the OGLE survey of the Magellanic Clouds
Context. Massive contact binaries (CBs) are crucial objects for understanding close binary evolution and stellar mergers. Study of these objects has been hampered by a scarcity of observed systems, particularly of B-type systems which are expected to dominate this class. Aims. We bridge this observational gap by mining a large sample of massive CB candidates from the OGLE-IV database, potentially
Biodiversity, EU Pesticides Law, and Trade : Deconstructing World Trade Organization Delegates’ Concerns through a Human Rights Lens
The European Union (EU) is implementing unilateral trade restrictions on imports that contain residues of pesticides banned for use within its borders. Several Latin American (LA) countries, among other EU trading partners, have criticized these measures, leading to a contentious debate that could escalate into a trade dispute before the World Trade Organization (WTO). This article aims to unpack
Knowledge for policy in a transformative age : exploring the structural, operational and practice-oriented characteristics of innovation policy research organisations
This paper examines the evolving role of universities in transferring and developing knowledge to foster transformative Science, Technology, and Innovation (STI) policy amid significant shifts in economic development landscapes. With a rising focus on geopolitics, defense, resilience, and disruptive technologies, universities are increasingly expected to engage and act as catalysts for sustainable
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New Insights into Cardiopulmonary Comorbidity: Clinical Outcomes, Epidemiology and Biomarkers
Coherent control of ionization via stabilization by resonant pulse pairs
We study the nonlinear and resonant process of two-photon ionization of atoms (He and H) in a pump-probe scheme. The pump pulse prepares the quantum system in a superposition of the ground state and an excited bound state. By varying the phase difference between the pulses, we show how it is possible to coherently control the dressed-state population during the probe pulse. Our main result is that
Large Eddy Simulation of Thermo-Acoustic Instabilities in Bluff-Body Stabilized Flames; A Comparison Between Jet-A and C1
Due to the threat climate change poses, the aviation industry needs to adapt. In the process to convert the aviation fleet into a more environmentally friendly fleet, using biofuels such as Sustainable Aviation Fuels as a drop-in fuel remains a promising option. To include biofuels, safety aspects need to be investigated, where combustion instabilities are important. Thermo-acoustic instabilities
Protecting Lithium Metal Electrode With Titanium Based Interphase : Synthesis and Battery Performance
Atomic layer deposition (ALD) of interphases is a promising strategy for stabilizing lithium metal negative electrode and mitigating dendrite formation in rechargeable batteries. In this work, we investigate the growth mechanism and electrochemical impact of titanium-based ALD coatings on highly reactive lithium surfaces. Operando ambient-pressure X-ray photoelectron spectroscopy (APXPS) was emplo
Unlocking green transitions : system-level agency in peripheral regions
This paper examines the role of system-level agency in shaping green transitions in peripheral regions. The comparative case study analysis of four peripheral regions in Germany reveals significant differences in capacities to address challenges, overcome dependencies and seize green opportunities. It showcases how intermediaries function as conducive actors that unlock regional transition process
Evaluating transitions and missions : it’s all about the theory
Innovation policies worldwide are shifting from promoting growth towards tackling transitions to make the economy and society more sustainable in the medium to long term. This means that policymakers need a change in mind-set, relying less on theories of innovation that focus on science-push to trigger individual innovations and more on theories of systems innovation that focus more on making enti
Atmospheric composition and circulation of the ultra-hot Jupiter WASP-121b with joint NIRPS, HARPS and CRIRES+ transit spectroscopy
Ultra-hot gas giants such as WASP-121b provide unique laboratories for exploring atmospheric chemistry and dynamics under extreme irradiation conditions. Uncovering their chemical composition and atmospheric circulation is critical for tracing planet formation pathways. Here, we present a comprehensive atmospheric characterisation of WASP-121b using high-resolution transit spectroscopy across the
Two warm Earth-sized exoplanets and an Earth-sized candidate in the M5V-M6V binary system TOI-2267
We report the discovery of two warm exoplanets orbiting the cool binary system TOI-2267, composed of the M5 (TOI-2267A) and M6 (TOI-2267B) stars, whose angular separation is 0.384 arcsec, corresponding to a projected distance of only about 8 au at 22 pc from the Solar System. To confirm the planetary nature of these objects, we combined photometry from the Transiting Exoplanet Survey Satellite (TE
Roadmap on deep learning for microscopy
Through digital imaging, microscopy has evolved from primarily being a means for visual observation of life at the micro- and nano-scale, to a quantitative tool with ever-increasing resolution and throughput. Artificial intelligence, deep neural networks, and machine learning (ML) are all niche terms describing computational methods that have gained a pivotal role in microscopy-based research over
FROM MYTHS TO TRANSFORMATION
In this chapter, the author synthesises insights from across the book to demonstrate how myths about sustainable consumption persist and hinder systemic change. The chapter identifies five mechanisms that explain their persistence: cultural reinforcement, anchoring in daily practices, institutional embedding, psychological appeal and political function. These mechanisms reveal why myths remain inf
Industry 5.0 through the lens of ergonomics and sustainability : mapping the territory
Digital technologies have revolutionized the manufacturing landscape, enhancing productivity, quality, and sustainability. Industry 5.0 emphasizes human–machine collaboration to achieve the Sustainable Development Goals (SDGs) while prioritizing human centrality in technologically advanced systems. Therefore, Industry 5.0 signifies a paradigm shift from techno-centric to human-centric systems to a
