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Given two neural network classifiers with the same in-put and output domains, our goal is to compare the two networksin relation to each other over an entire input region (e.g., within avicinity of an input sample). To this end, we establish the foundationof formal local implication between two networks, i.e., N2D=⇒ N1, in an entire input region D. That is, network N1 consistently makesa correct d
Organic luminescent narrowband emitters have emerged as promising candidates for wide-color-gamut displays. However, the comprehensive photo-induced structural and vibrational dynamics responsible for the spectral broadening remain poorly understood. In this study, ultrafast spectroscopy is employed to elucidate the excited state dynamics of a sulfone-embedded narrowband emitter, 2tCPD. An intrins
Robotic systems often face execution failures due to unexpected obstacles, sensor errors, or environmental changes. Traditional failure recovery methods rely on predefined strategies or human intervention, making them less adaptable. This paper presents a unified failure recovery framework that combines Vision-Language Models (VLMs), a reactive planner, and Behavior Trees (BTs) to enable real-time
The Australian Bogong moth (Agrotis infusa) is a small noctuid moth that undertakes annual, nocturnal migrations of up to 1000 km to escape the summer heat of its breeding grounds. The moths travel to cool alpine caves, where they enter a dormant state (aestivation) before returning to reproduce and die. During migration, their brains integrate magnetic and visual cues to guide their flight direct
System co-sensitization and extension of the π-conjugated system are recognized as two key strategies for improving the performance of dye-sensitized solar cells (DSSCs). In this study, density functional theory (DFT) was employed to simulate two experimentally synthesized molecules, RK1 and D205, and to evaluate the performance of their co-sensitization system. Furthermore, molecular design was c
Organic pollutants in aquatic environments pose a threat to ecosystems and human health, a challenge that requires urgent resolution. This urgent threat highlights the need for the development of efficient technologies for pollutant detection and degradation in environmental protection. This study presents the successful fabrication of a composite nanomaterial consisting of Ag nanoparticle-decorat
Photo-induced dynamics of electronic processes are driven by the coupling between electronic and nuclear degrees of freedom. Here, we construct one- and two-dimensional organic-inorganic tin halides to investigate how dimensionality controls exciton-phonon coupling and exciton self-trapping. The results show that a one-dimensional system has strong exciton-phonon coupling leading to excitation-ind
Med nya läkemedel, hudvårdsprodukter, stekpannor och bekämpningsmedel följer också att allt fler föroreningar släpps ut i naturen via bland annat jordbruk samt avlopp från industrier och sjukhus. Dessa föroreningar sprids till våra vattendrag, påverkar de organismer som lever där negativt och kan även förorena vårt dricksvatten. Ett läkemedel som släpps ut i naturen och som kan ses som särskilt pOrganic contaminants are present in aquatic environments and there is a need for water treatment techniques that are both efficient and practically implementable. Antibiotics are particularly problematic organic contaminants, as insufficient removal can contribute to the spread of antibiotic resistance, which can affect essential bacteria for ecosystems and cause untreatable infections in humans.
Action-detected two-dimensional electronic spectroscopy (A-2DES) provides valuable insights into ultrafast dynamics within functional materials and devices by measuring incoherent signals like photocurrent. This work details the implementation and optimization of a pulse-shaper-based A-2DES setup, focusing on methodological strategies crucial for acquiring high-fidelity data. We present a comprehe
With organic solar cells surpassing 20% efficiency, the focus is shifting toward understanding the more complex mechanisms in ternary blends. This work investigates the distinct working principles of ternary organic solar cells based on a polymer donor (D) and a nonfullerene acceptor (NFA), with a fullerene acceptor (FA) as the third component. A systematic comparison between ternary D:NFA:FA syst
This work investigates lightweight personalisation of micro-electro-mechanical systems (MEMS)-based wearables using a public padel database as a case study. We compare a centralised CNN model, single-user models and two fine-tuning schemes (full and last-layer) on wrist-worn IMU data from 23 players and 13 stroke classes. Personalised models with data augmentation achieve weighted F1-scores above
The training of the state-of-the-art Deep Neural Networks (DNNs) consumes massive amounts of energy, while the human brain learns new tasks with remarkable efficiency. Currently, the training of DNNs relies almost exclusively on Backpropagation (BP). However, BP faces criticism due to its biologically implausible nature, underscoring the significant disparity in performance and energy efficiency b
Årshögtid LUNDS UNIVERSITET | 31 JANUARI 2020 4 ÅRSHÖGTID Produktion och layout: Akademiintendenturen vid Lunds universitet Foto: Omslag och sidan 2: Kennet Ruona. Sidan 7: Gunnar Menander Sidan 8: Kristian Pohl/Regeringskansliet och Johan Persson Sidan 9: Maria Strömvik, Jenny Loftrup och Erika Fransson Sidan 10: My Rask och Julia Wikström Upplaga: 400 ex. ISBN 978-91-7895-324-0 (tryck) ISBN 978-
https://www.lu.se/sites/www.lu.se/files/skrift_arshogtid_2020-webb.pdf - 2026-06-03
DocHdl1OnPREADYtmpTarget 119 ORNIS SVECICA 25:119–130, 2015 Abstract Introduction This study of a population of Pied Flycatchers Ficedula hypoleuca breeding in nest boxes in sub- alpine birch forest habitats at Ammarnäs, northern Sweden, was carried out in 1965–1976. When the study started it was the first to explore the breed- ing biology of the Pied Flycatcher in subalpine habitats. The species
https://www.luvre.lu.se/sites/luvre.lu.se/files/luvre-1502015nyholmeggs.pdf - 2026-06-03
Microsoft Word - AFRINT REPORT 21-09-03.doc A MICRO LEVEL ANALYSIS OF AGRICULTURAL INTENSIFICATION IN KENYA: THE CASE OF FOOD STAPLES Final Report Prepared by Joseph T. Karugia1 Department of Agricultural Economics University of Nairobi SEPTEMBER 2003 1. The research inputs by S. K. Wambugu, and Lucy W. Ngare and the field enumerators are highly appreciated. i Table of Contents 1. INTRODUCTION ...
https://www.keg.lu.se/en/sites/keg.lu.se.en/files/a12.pdf - 2026-06-03
COSM33_2021_schedule 1 COSM33 2021 Human Rights in Asia Course Outline (Preliminary – changes might occur) Course director: Dr. Elizabeth Rhoads Course and Literature Introduction COSM33 is an elective course in the first semester of the MSc in Asian Studies. It is also a stand-alone course open to students from other departments. The aim of the course is to enable students to critically analyse t
https://www.ace.lu.se/sites/ace.lu.se/files/2021-07/COSM33_2021_schedule.pdf - 2026-06-03
Background Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental condition influenced by both genetic and environmental factors. Prenatal and perinatal exposures have been implicated in ASD etiology, but their influence may vary across clinical subgroups, including subgroups defined by co-occurring intellectual disability (ID). Methods We conducted a population-based case–control st
Objective The basis for protein synthesis is the genetic code. Many of these proteins will affect intermediary metabolites by acting as enzymes, hormones, or by other actions. The aim of the present study was to assess the relationships of a large number of proteins with endogenous metabolites. Methods Plasma protein levels were measured by the proximity extension assay (PEA) and metabolites by ma
Presented at the Europan Inter-Sessions Forum (2021), an international platform bringing together winning teams, municipalities, and researchers to discuss the transition from competition ideas to implementation processes, this contribution focuses on Lerum E10, a collaborative project by Marco Pusterla and Jesús Mateo, developed within Europan 10, a European competition and research platform for
Under de senaste åren har den ökande oro för de miljöförödande konsekvenserna av konvent-ionell plast lett till ett ökat intresse för biobaserade och biologiskt nedbrytningsbara plaster. Som förnybara råvaror för dessa plaster har jordbruksbiprodukter framlagts som en lovande källa. Denna studie undersöker olika jordbruksbiprodukter som potentiella råmaterial för biologiskt nedbrytbar plats. DettaIn recent years, concerns about the damaging environmental effects of conventional plastics have surged, by which biobased and biodegradable plastics have been promoted as a favour-able alternative. Agricultural side streams have been proposed as a potential feedstock for extracting components for new compostable polymers. The present study investigates agri-cultural side streams for raw material
