Dragon09/odtu_chatbot huggingface dataset:
delivering renewal and innovation to mass vehicle electrification enabled by v2x technologies

this multidisciplinary four year project aims to establish a solid scientific base and stakeholder awareness for mass deployment v2x solutions drive2x will develop new knowledge tools models and technologies to cope with a v2xbased mass ev deployment in future it will study and consolidate the understanding on the behavioural uncertainties linked to v2x and develop policy tools to support increasingly complex decisions on v2x rollout in european smart cities drive2x will implement advanced artificial intelligence techniques that efficiently capture the flexible energy potential from smart charging in building parking lots homes and charging stations and match it with the distribution networkss localized needs in order to research dynamic marketplaces for exchanging and trading v2x flexibility locally drive2x will develop nextgeneration slow lowercost bidirectional charger units from trl3 to trl7 that will be tested under different use cases in five demonstrators drive2x embrace the ev users perceptions and expectations as critical success factors in v2x uptake and upscaling to a mass deployment future thus drive2x innovates by inquiring and eliciting the social determinants of v2x explicitly including it in the development of novel v2x technologies tools and solutions drive2xs overall objective is to contribute to accelerate the uptake of v2x by i deepening the stateoftheart knowledge on this nascent field ii developing new v2x technologies and solutions suitable to mass ev deployment and iii producing policy tools and insights in support of relevant decision makers drive2x will advance stateoftheart in v2x flexibility markets by establishing novel retailed marketplace v2x charger technology by making them smarter more efficient cheaper and compact the social side of v2x by providing empirical patterns and v2x upside studies by developing massdeployment scenarios and rollout strategies
using artificial intelligence to support regulators policymakers

aiinnovation in europe lags behind the us and china to catch up and ensure proeuropean outcomes airegulation constitutes the eus main channel to shape the future of aidevelopment globally this project will support european regulators and policy makers with knowledge and tools to adequately address challenges and opportunities of trustworthy and ethical ai and to develop and enforce effective regulation of ai based on human rights european values and citizens needsai4pol will explore how regulators can use data science and aidriven tools to improve monitoring and enforcement of regulations such as the data act the digital markets act the ai act and in consumer law to this end we will focus on a key innovation area financial services and how to increase aienhanced understanding and citizen feedback for the informed regulation of digital services by developing a large language model for legal jargon translation and a browserplugin for user feedback about their understanding of laws we will also analyze how to create and regulate trustworthy ai for financial services for example with roboadvisors or credit scoring taking a longterm geopolitical perspective we will develop an earlywarning system regarding highrisk ai in autocratic states including the development of an ai threat index and dashboard and piloted with the cases of china and russiaai4pol pursues these objectives with a multidisciplinary diverse research team combining substantive expertise in aidata science ethics law economics and political science with project management resilience quality assurance and timeline monitoring and riskbased intervention plans the consortium has extensive experience in advising policy makers and has reliable contacts to various stakeholders evidenced by ai4pols advisory board comprising eu and national regulators and policy makers consumer protection agencies civil society organizations and aifirms
skyrmionic artificial neural networks

the skyrmionic artificial neural network skyann presents a groundbreaking paradigm for neuromorphic computing closely emulating brain neurophysiology by combining skyrmionic quasiparticles which mimic neurotransmitters and facilitate complex computations at the synapse level with electrical cmos connections that simulate the propagation of action potentials among neurons for rapid and dense interlayer connectivity our innovative magnetoelectric devices aim to achieve energy consumption four orders of magnitude lower than cmos technology and double the bandwidth for the same device footprint enhancing edge inference and learning capabilities this approach challenges contemporary neural networks implemented with cmos digital mixedsignal and emerging inmemory computing technologies which are limited by lower energy efficiency and reliabilitybuilding on preliminary results from skyann partners we plan an ambitious endeavor to develop a firstofitskind magnetoelectric neural network showcasing the promising potential of this novel technology along the way we will refine materials processes design methodologies and architectures to prepare the european micro and nanoelectronics ecosystem for the future while supporting the eus green deal visionour wellbalanced consortium brings together complementary expertise and extensive knowledge spanning from device physics to circuits and architectures across multiple layers of design abstraction as a result the skyann consortium is poised to facilitate the rapid transfer of fundamental discoveries to relevant industrial stakeholders accelerating impact and reinforcing european strengths in the economically geopolitically and socially vital semiconductor sector
decolonizing sharia tracing transformation change and continuity in islamic law in the middle east and north africa mena in the 19th and 20th centuries

european colonialisms encounter with islamic law or sharia the main pillar of the precolonial legal systems in the middle east and north africa mena has had a tremendous impact until today the implementation of modern europeanstyle legal systems has led as some scholars claim to the abolishment of sharia others consider the legal changes through which muslim societies have transited as a sign of sharias flexibility rather than its demise the principal question this project addresses is how was sharia transformed by colonialism the question mark in the project title decolonizing sharia allows us to deliberately leave open the extent of the continuities changes or ruptures that characterized sharia during the colonial and the postcolonial periods and focuses on the processes of transformation the project relies on extensive archival fieldwork and the intensive reading of texts to investigate the 1 codificationlegislation 2 jurisprudencelegal theory and 3 judicial institutions in six mena countries representing diverse forms of the colonial encounter we focus on the agency of legal actors provide paradigmatic case studies for comparative evaluation and reflect on the fundamental terminological and theoretical questions underlying how decolonizing sharia can be adequately grasped researched and described more broadly my team and i expect high returns by challenging the scholarship grounded in european terminologies theory and academic traditions in close cooperation with our colleagues in the mena region the project will thus break new ground by going beyond current approaches and claims conducting indepth and interdisciplinary comparative research on sharia and constructing a multivariable database of our outcomes its results will be highly relevant for contemporary academic and political discourses in europe the middle east and elsewhere and for the emerging field of decolonial legal studies
technology to detoxify oilseeds fruit seeds that contain cyanogenic glycosides to upcycle and making them edible and usable in the food industry for the first time

millions of tons of oil seeds fruit seeds especially their proteinrich presscakes currently go to waste as they contain a too high amount of cyanogenic glycosides as these naturally present substances are toxic at a certain level of consumption these seedpresscakes currently cannot enter the food industry and are as a result being disposed kern tec has developed a process to remove these cyanogenic substances and therefore detoxify the seeds which upcycles these raw materials from waste to superfood the results are food safe seedpresscakes as a processable proteinpowder that can be used as ingredients in the food industry in various applications where plant based proteins are demanded
entangled universals of transnational islamic charity

this project examines transnational islamic charity as a global force the goals of islamic charity shifted in the long twentieth century beyond a communityscale oriented towards rewards in the afterlife and construction of religious infrastructure for muslims islamic charitable networks have invested in public works for all humans stateoftheart hospitals multistorey housing complexes and schools for modern education transnational islamic charity today claims humanity as its constituency as a universalist category humanity is no longer the monopoly of western humanitarianism the projects central objective is to study how islamic charitable networks in seeking to address global needs position themselves as universalist projects entangled with western humanitarianism and neoliberal welfare regimes theorizing the unstable hierarchies of humanity embedded in transnational islamic charitable work it will lend new insights into its moral limits and potential by addressing three questions1 how do islamic charitable networks rearticulate the category of humanity to address diverse constituencies2 how do islamic charities define and contribute to the public good within globalized neoliberal welfare regimes3 how do recipients of aid demonstrate their humanity to meet shifting criteria of worthinessthough considered security threats by states islamic charities are increasingly recognised by multilateral institutions as important sources of welfare in a time of multiple crises characterized by climate upheavals religious polarization economic instability and social deprivation it is vital to understand transnational islamic charity as a force for addressing universal needs the project develops a novel analytical approach by centering two countries in the global south outside of the traditional heartland of the islamic world india and tanzania to study charitable networks across the indian ocean and beyond
phd excellence program in parissaclay to unravel ai uncertainty

artificial intelligence is a pervasive and ubiquitous technology with fast developments and evergrowing applicative horizons while achieving outstanding results estimating the decisions reliability is a critical and open problem with strategic outcomes from estimating uncertainty in numerical simulations to harnessing system reactions in open environments uncertainties both in input data and model output should be handled to increase the confidence in ai applications physicsbased models edge computing data frugal approaches interactions with humans with many applications in energy climate change adaptation bioinformatics engineering fundamental and material science demythifia is an international doctoral training and career development program driven by upsaclay and its 19 research and industrial partners supported by thematic networks to enhance the scientific excellence and career development of 30 phd fellows in greater paris area the program focuses on 3 interdisciplinary scientific axes 1 handling uncertainties on data and model and quantifying uncertainties on the predictions 2 managing explainability so that the trained model outcome can be trusted and explained to a human and 3 encouraging frugality both in term of labelled data and energy for training so that reallife applications as opposed to proofsofconcept emerge the fellows will benefit from worldclass scientific programs quality supervision and industrial secondments and also from personalized career development activities and transferable skills training interpersonal communication digital entrepreneurship open science gender ethics demythifais strength lies in its diversity permitting to finetune the content offered to the fellows from a professional perspective it ultimately allows concretizing dynamic research collaborations and developing strong synergies around the academic and industrial community opening new perspectives beyond the project
social innovation to foster inclusive cooperative connected and automated mobility

sinfonica aims to develop functional efficient and innovative strategies methods and tools to engage ccam users providers and other stakeholders ie citizens including vulnerable users transport operators public administrations service providers researchers vehicle and technology suppliers to collect understand and structure in a manageable and exploitable way their needs desires and concerns related to ccam sinfonica will cocreate final decision support tools for designers and decision makers to enhance the ccam seamless and sustainable deployment to be inclusive and equitable for all citizens
unlocking ri potential with scalable ai and data

data and ai are the fuel of scientific discoveries and research infrastructures ris are at the forefront of this process generating massive and increasingly more complex datasets however the growing size diversity and velocity of research data and software demand largescale infrastructures and technical expertise from those on the user side riscale will address this challenge by delivering data exploitation platforms deps these scalable environments will cohost scientific data with preconfigured ai frameworks and models on powerful compute resources and unlock full data and ai potential for scientific users ri operators and industry riscale will design and develop the dep technology with four ris enes eiscat bbmri and eurobioimaging dep instances will be deployed for environmental and life sciences validating the technology through 8 scientific and 4 technical use cases these will run on national einfrastructures from the egi federation and preexascale machines from eurohpc riscale will collaborate with destination earth eucaim cancer images data space copernicus data space ecosystem eosc and gaiax to ensure interoperability within the broader landscape the project will also facilitate industry and university collaborations provide training and consultancy events to increase the uptake of ai technologies by additional ris and explore sustainable dep operation models for ri communities
innovating the future of wind power plants a comprehensive investigation into fault ridethrough solutions by gridforming control

in march 2023 the european parliament and the council reached a provisional agreement to increase the binding renewable energy target to at least 425 by 2030 this necessitates a swift transition from synchronous generator power plants to renewable energy sources creating a challenge of lower short circuit capacity scc and low synchronous inertia this reduction leads to a less stable power system and increased vulnerability to disturbances to address this issue wind power plants wpp are required to have fault ride through frt capability which would enable them to ride through faults and contribute to the stability of the grid frt for wpps becomes vital to ensure grid stability during faults our project aims to develop robust nonlinear frt control solutions for gridforming gfm wpps we will investigate their performance during grid faults considering voltage dips frequency changes and phase jumps our work is highly relevant to the program as it addresses the increasing demand for stable renewable energy integration our objectives areanalysis and modeling analyze and model gfmwpps behavior during faults understanding grid requirements and assessing gfm capabilitiesdynamics in low inertia grids explore frt achievement in low scc low inertia grids identifying factors and tuning control loopsnonlinear solutions develop nonlinear frt control strategies focusing on stability and synchronization during faultslaboratory verification validate the proposed frt approach using emulated wpps to enhance understandingthese objectives align with the programs goal of advancing renewable energy integration and grid stability pushing the boundaries of current research through interdisciplinary approaches we integrate power systems power electronics nonlinear control theory and renewables addressing the complex challenges of wpps during grid faults
integrating novel data artificial intelligence and molecular behaviour to expand functional characterization of intrinsically disordered proteins

nearly two decades ago the unveiling of intrinsically disordered proteinsregions idpsidrs disrupted the longstanding structurefunction paradigm challenging the notion that welldefined native protein structures are indispensable for function idps possess the unique ability to sample ensembles of different three dimensional conformations leading to transition pathways that have a crucial role in various unique molecular functions however despite their importance our understanding of idps is limited due to the challenges of studying such dynamic and large molecular systems experimentally relegating their characterization to computational methodsalthough the recent breakthrough in artificial intelligence aibased protein structure prediction methods has raised the awareness of the scientific community about the idr prevalence in proteomes up to 50 of residues in higher organisms their ability to predict reliable idp ensembles and explain their function remains completely unexploredbuilding upon the idpfun consortium and in collaboration with the elixir idp community and the ml4ngp cost action the proposed idpfun2 consortium brings together 7 european and 5 argentinian leading institutions with complementary expertise in data management machine learning and structural biology idpfun2 will combine stateoftheart aibased computational technology and novel data to advance the characterization of idps and their molecular behaviour also taking into account alternative molecular and evolutionary contexts the consortium will establish new standards and formats to better grasp the complexity of idps and provide training ground for a new generation of scientists the ultimate goal of idpfun2 is to translate the acquired knowledge into major international protein databases benefiting the broader scientific community and accelerating biomedical applications with a direct impact on health and diseases
digital time use adolescent wellbeing and social inequalities

in our highly unequal and digitalised world understanding how adolescents digital lives intersect with social inequalities is critical research has consistently shown that adolescents from privileged socioeconomic backgrounds are advantaged in their academic health and socioemotional outcomes however how adolescents digital engagement relates to social inequalities in wellbeing is poorly understood digineq significantly contributes to close this major scientific gap the project applies an innovative 24hour timeuse approach that brings a complex understanding of how exactly adolescents digital time use shapes social inequalities in wellbeing in daily life digineq has three main objectives1 to understand how changes in digital engagement from childhood to late adolescence explain socioeconomic disparities in wellbeing outcomes2 to disentangle how exactly adolescents digital time use forms social inequalities in their wellbeing in everyday life3 to establish if digital interventions can promote adolescents healthy digital engagement and improve wellbeing outcomes while reducing socioeconomic gaps in these areas by adopting a novel approach that combines multiple disciplines and methodologies this project brings three major scientific innovations 1 it creates an innovative method based on mobileapp data to accurately track adolescents exact digital time use and measure socioeconomic gaps in wellbeing in real time 2 it implements a novel mixedmethod digital intervention to show if digital selfefficacy programmes can promote adolescents healthy digital engagement and improve wellbeing outcomes while reducing related socioeconomic gaps 3 it merges existing highquality longitudinal timediary data from three largescale surveys in australia ireland and the united states to illustrate how adolescents digital time use explains socioeconomic gaps in wellbeing from childhood to late adolescence
enhancing reaserch and innovation synergies for schools of economics and business

enhancing ri synergies for schools of economics and business project or ris4seb is a proposal for the pathways to synergies call selecting the a upstream synergy mode focusing on hr development and internalizationthe ris4seb project creates a synergy for the widening project partners prague university of economics and business kaunas university of technology and estonian business school who were previously successful in obtaining erdf interreg or similar indirect eu projects in cooperation with a highly experienced nonwidening partner the bocconi university building a pathway towards increased success in international research projects such as within the horizon europe he programme to this end based on an analysis of widening countries low integration into era the consortium chooses to focus on the research areas of economics and business with the project partners all being either economics and business universities or schools faculties the project overall objective is to design and pilot three strategies aiming at enabling and facilitating effective synergies between horizon europe and other nationalregional funds by strengthening internationalization of ri widening actors developing human resources and improving research management capacity and overall competitiveness of the widening partners ris4seb will achieve this objective via supplementary capacitybuilding activities such as networks infrastructures upskilling of research managers and researchers and research proposal pipelines and clinics resulting in submitting of at least 4 he projects