Dragon09/odtu_chatbot huggingface dataset:
ai driven industrial equipment product life cycle boosting agility sustainability and resilience

machinery industry in europe is a basis for employment growth and wealth with around 32 million people employed industrial equipment is considered a key enabler for industrial development and the eu has a historically strategic position in this sector however it lives from a technological edge in a very competitive landscape hereby it is crucial to provide all stakeholders of the eu with ai technologies that guarantee a resilient design deployment and reuse of industrial equipment for an increased global competitiveness and a reinforcement of its industrial strategic autonomy and resiliencyaideas will develop ai technologies for supporting the entire lifecycle design manufacturing use and repairreuserecycle of industrial equipment as a strategic instrument to improve sustainability agility and resilience of the european machinery manufacturing companies aideas will deploy 4 integrated suites 1 design ai technologies integrated with cadcamcae systems for optimising the design of industrial equipment structural components mechanisms and control components 2 manufacturing ai technologies for industrial equipment purchased components selection and procurement manufactured parts processes optimisation operations sequencing quality control and customisation 3 use ai technologies with added value for the industrial equipment user providing enhanced support for installation and initial calibration production quality assurance and predictive maintenance for working on optimal conditions 4 repairreuserecycle ai technologies for extending the useful life of machines through prescriptive maintenance repair facilitating a second life for machines through a smart retrofitting reuse and identification of the most sustainable endoflife recyclethe aideas solutions will be demonstrated in 4 pilots of machinery manufacturers that provide industrial equipment to different industrial sectors metal stone plastic and food
resilient sustainable and participatory practices towards the glams of the commons

the outbreak of the pandemic created unprecedented challenges for galleries libraries archives and museums glams which were already struggling during the last years with issues of underfunding increased maintenance and operational costs and challenges imposed by overtourism the covid19 pandemic served as a wakeup call to rethink how cultural production and consumption are organized and articulated with different sets of actors and local contexts towards safeguarding sustainability access and the wellbeing of the sector its workforce and surrounding communities long before the pandemic crisis european cultural policy encouraged museums to embrace participatory governance and digitisation european commission 2010 become more financially selfreliant and diversify their incomegenerating activities it is thus vital to map prepandemic practices across the sector to fully account the pandemic effects on the sector and to explore novel solutions that will inform glams response and adaptation to the postpandemic era under a new conceptual paradigm that will advance glams as the agents of change glammons project aims to provide answers to the above challenges fill gaps and advance research and policy employing the theory of the commons to i provide an indepth analysis and evaluation of ongoing shifts with a specific focus on both pandemicdriven transformations and digitalisation in the field of glams ii explore and assess practices concerning management finance and participation that emerge around small scale communityled glams and the possibility of transferring relevant knowledge to more established and traditional ones to provide more sustainability to the sector rooted in a track record of internationally recognized research excellence and worldleading practice glammons will deliver an ambitious work programme mainly through a novel conceptual approach the glams of the commons
distributed multiport converters for integration of renewables storage systems and loads while enhancing performance and resiliency of modern distributed networks

modern distribution grids are facing important challenges such that the need to integrate massive amounts of renewables and storage in the low and medium voltage distribution grid enhance the usage of distribution networks to avoid construction of new lines connect several loads at different voltage levels supplied with alternating or direct current ac or dc in order to address the challenges described iplug proposes the development of novel power electronics solutions based on multiport converters in order to enhance the integration of multiple renewable sources energy storage systems and loads the proposed converters installed in several optimal locations can facilitate a massive integration of renewable avoiding grid congestion and allowing the provision of functionalities to both the endusers and the distribution grid the project studies both systemlevel aspects and detailed power electronics innovative solutions for low and mediumvoltage applications iplug is organized in six work packages the system design is addressed including concept definition specification sizing and location optimization multiport power converters and their inner control are designed and validated experimentally in the laboratory the overall system control is also proposed considering the usage of multiple multiport converters in several use cases and validation the concepts in the lab technical economic social and environmental impact analysis is conducted the project consortium is formed by a core of five research institutions supported by relevant companies which provide key requirements and case studies and analyse the project results
smart transformer for enhanced efficiency and sustainability in maritime transportation

the steesmat project aims to develop a set of technologies and methodologies that will enable the deployment of onboard dc grids for large vessels these solutions are urgently needed to transform the waterborne transport by reducing ghg emissions and allow europe to reach the environmental targets established for 2030 and 2050 steesmat project proposes the design development demonstration and approval of a highly efficient plug play power electronic system based on solid statetransformer technology a secondary low voltage dc grid architecture and components for integration of fuel cells and batteries as well as a new smart management and control system based on artificial intelligence to increase energy efficiency of large ships new standards will be established for the dc grid the system developed will be validated dnv approved for market deployment as well as fully tested in lab individual elements and then integrated for testing and validation in a relevant environment at the energy house a fullscale onshore test centre for testing future fuels for maritime applications and demonstrated in a real environment through integration in the rv northstar research ship that will operate in real conditions over 30 days the steesmat consortiums goal is to bring to the market the first power electronic system based on sst that completely meets the needs and expectations of largescale high powered shipsthe steesmat consortium is composed by companies with industrialcommercial interest in the project results wrtsil no eaton de cz danfoss fi the switch engineering fi and dnv de supported by research institutions fraunhofer de universit de technologie de belfortmontbliard fr lappeenranta lahti university of technology fi norges teknisknaturvitenskapelige universitet no and other nonprofit organizations like maritime cleantech no sustainable energy no and open direct current alliance de
the structure and growth of hochschild cohomology

this project will combine methods from commutative algebra representation theory and rational homotopy theory to improve our understanding of hochschild homology and cohomology especially the open problem of determining their growth at the projects core is the deep interplay between hochschild cohomology and the cotangent complex a bridge that will be exploited in both directions i will use techniques pioneered in his solution of vasconcelos conjecture which were further developed in my work with iyengar to drastically improve our knowledge on the cotangent complex concretely the first objective is to show that noncomplete intersection rings exhibit exponential growth in their hochschild homology
structuring effective climate change agreements through perfect procedures an experimental approach

structuring effective climate change agreements through perfect procedures an experimental approach seccappeathe solution to the climate change problem can be no longer postponed because more and more indicators are showing that we are getting closer to the tipping point of an irreversible process at the same time climate change is a global issue that cannot be tackled by means of the commitment of a minority of virtuous agents or communities instead problems of global outreach like the global warming can be solved only through a high degree of international cooperation this is exactly the main goal of the international agreements on climate actions however despite several international agreements signed during the last decades for the global reduction of greenhouse gas emissions nations have generally failed to comply with the prescriptions of climate change agreements so that greenhouse gas emissions continue to increase this lack of commitment produced no relevant changes in terms of reducing the risks related to climate change the seccappea project through methods and tools belonging to behavioural and experimental economics aims to study and examine perfect procedures as a new way to structure selfenforcing international climate change agreements so that they can produce tangible results reducing the likelihood of the world heading into the solabelled climate chaos the project will last 24 months and will be developed between the school of international and public affairs sipa at columbia university associate partner for the outgoing phase under the supervision of professor scott barrett and the cognitive and experimental economics laboratory ceel at the university of trento beneficiary under the supervision of professor luigi mittone
nanobicar a novel immunotherapy for infectious diseases

it is estimated that 20 of global mortality is associated with bacterial infections the current treatment is based on the use of antibiotics but nonspecific effects difficulty in reaching intracellular bacteria and the generation of antimicrobial resistance limit its effectiveness tuberculosis tb is the leading cause of mortality due to a single infectious agent mycobacterium tuberculosis mtb multidrugresistant tb mdrtb is a major threat to global health security a quarter of the population is latently infected with mtb many of them mdr strains so preventing new cases of this growing reservoir is a priority immunotherapy is an alternative option but its effectiveness is based on the immune response capacity of a compromised host nanobicars longterm vision is to revolutionize the current treatment of bacterial infections with a groundbreaking and innovative immunotherapeutic approach overcoming many of the problems associated with treatment with potential application beyond this field using tb as a proof of concept three immunotherapeutic platforms using mrnas encapsulated in lipid nanoparticles not tested in bacterial diseases will be used to eliminate intra ic and extracellular ec bacteria these immunotherapeutic methods are safe economical accessible readytouse and specific targeting latent acutechronic infections without generating resistance and suitable for use in highburden lowresource settings effective regardless of the antibiotic resistance of the strain and its niche ic or ec the genetic background of the host and the degree of immunocompetence
data and decentralized artificial intelligence for a competitive and green european metallurgy industry

energyintensive industries embedded in many strategic value chains make up more than half of the energy consumption of the european industry and reducing their co2 intensity is crucial for meeting the objectives of the paris agreement within eiis metallurgy poses a major challenge due to the tradeoff that must be found between maintaining economic profitability while progressively implementing the required transformations for a greener production while digitalisation is generating a data deluge artificial intelligence cannot be fully adopted due to limitations to share data between several factories and the heterogeneity of systems that hinders the replicability of aialchimia aims to build a platform based on federated learning and continual learning to help big european metallurgy industries unlock the full potential of ai to support the needed transformations to create highquality competitive efficient and green manufacturing processes the project will address the challenges of the steel sector creating an innovative system that automates and optimises the production process dynamically with a holistic approach that includes scrap recycling and steelmaking alchimia will find an optimal mix to reduce energy consumption emissions and waste generation of steelmaking while guaranteeing to obtain highquality products the replicability and scalability of alchimia will be enabled through a complementary use case for the manufacturing of automotive parts the developed system will be used for prognostic optimisation of the mix of input materials charged in the furnaces to obtain a certain product quality that matches the customers specifications while reducing the environmental impact and the energy consumption alchimia will not only seek the optimal mix for the charge of metallurgy furnace it will also determine the best combination of learning capacities to enable a smooth green transition for all industries thanks to unprecedented collaboration
illuminating the dark microproteome in innate immunity

genome annotation transcriptomic and proteomic pipelines have traditionally dismissed proteins encoded by short open reading frames sorf known as microproteins this provides a pool of unexplored functional genes despite the increasing body of work in identifying the microproteome in different model organisms and cell lines only a few have been functionally studied showing diverse regulatory roles in multiple cellular pathwaysin microimmune i present a 3aim workflow combining computational and synthetic biology protein and genetic engineering approaches designed to systematically uncover the microproteome atlas and investigate its interactome and functional role in innate immune cellswe aim to1 identify microproteins expressed in innate immune cells under resting and stimulating conditions using stateoftheart computational and experimental approaches to study the microproteome 2 develop genetic code expansion technologies in innate immune cells to incorporate noncanonical amino acids to study the localization and binding partners of microproteins 3 elucidate the function of microproteins in innate immune cells by combining genetic engineering with an array of highthroughput functional assays and automated analysis pipelines our research output will address key questions such as what is the microproteome atlas in innate immune cells and how does it vary upon activation where are the microproteins localised and in which proteinprotein interactions are they involved what functions do different microproteins play in innate immune cells understanding the role of microproteins in innate immune cells can revolutionise our understanding of the immune response at a fundamental level and open new avenues for therapeutic interventions in which new antimicrobial peptides or druggable targets could be discovered
building resilience against mental illness during endocrinesensitive life stages

mental illnesses represent a huge burden for society the economy and the amental illnesses represent a huge burden for society the economy and the affected individuals to significantly increase citizens mental health todays symptombased diagnoses need to be complemented by biological criteria accounting for individual and sex differences furthermore early detection and prevention measures need to be improved remend addresses the current gaps and challenges with an interdisciplinary approach by i focussing on four critical life stages in which an individuals susceptibility to mental illness is strongly influenced by changes in endocrine signalling including sex hormones namely early life puberty peripartum and transition into old age ii integrating data from large populationbased longitudinal cohort studies allowing for discovery of risk and protective factors as well as biological patterns that influence mental states in the general population across these life stages iii complementing epidemiological with experimental studies to establish correlative and causative links leading to mechanistic understanding iv using advanced biostatistics as well as machine learning and artificial intelligence for data integration and biomarker and drug target discovery v combining the biological approaches with communication science studies to efficiently translate its results to societal impact ultemately remend will result in i significantly increased mental health literacy among stakeholders and citizens ii validated biomarkers for assessing mental health state and its predisposition as well as more accurate diagnoses and personalised preventive and therapeutic measures iii recommendations for early detection better prevention and drug design strategies to protect vulnerable individuals from mental illness in sensitive life stages and iv strategies on how these advances can be used to decrease stigma and increase prevention behaviour
forging successful ai applications for european economy and society forsee

forsee posits that the advancing technical capabilities of ai applications require a clear understanding of what successful ai means for society as a whole together with the conditions of possibility for successful ai new ai technologies are sites of negotiation and contestation different groups based on their social positions develop diverse and possibly conflicting ideas on what constitutes success expanding visions that define ai strictly in terms of technological and economic efficiency forsee aims to develop a nuanced and enriched notion of success that will guide future ai applications and policy efforts to achieve this forsee draws from the social construction of technology to engage with three categories of stakeholders a institutional actors b lifeworld stakeholders civil society organizations representing gendered perspectives and digital smes and c the broader public then forsee inquires into the impact of ai applications on economy society and sustainability as well as on their alignment with eu values and strategic priorities these interconnected research projects will illuminate a broader understanding of success that rests upon conflict resolution empowerment of stakeholders and alignment with fundamental rights and the goal of sustainable development based on these research findings forsee will i develop a novel approach to ai governance that can guarantee more successful ai applications for society as a whole including ii a new evaluative framework for assessing current and future ai applications and iii a new prototype for registering risk and negative impacts through these outputs forsee highlights and analyses existing successful ai applications to strategically enhance capabilities of our stakeholders and policymakers to address future risks and opportunities updating the sme sectors understanding of success is a particular condition for the eu to retain a leading position in the ai landscape
spatial policies for the environment and equal development

during the past decades the connection between the economy and the climate came to the center of attention however while scholars and policymakers have been questioning the sustainability of the global economy many factors have been limiting the design and implementation of coordinated worldwide mitigating policies therefore the predictions for potential impacts on the world economy and especially on lowincome countries are not optimisticin this context developed economies are designing and implementing unilaterally stricter environmental policies like the european green deal egd a set of transformative policies for the european union eu to ensure netzero emissions in the eu while leaving no person and place behind these spatial policies ie implemented in the eu and not elsewhere are ambitious but risky due to interactions with a less stringent rest of the world eg taxing emissions forcing energyintense industries to reallocate out of the eu how can the interaction of these environmental policies between them and with the rest of the world affect the eus transition to a netzero emission growing economy how to assure that such a process entails equal economic development within the eu and worldwidethe speed project spatial policies for the environment and equal development will answer these questions for that it will start by building the ideal theoretical grounds with stateoftheart spatial economic models capable of accommodating a wide range of spatial policies then by combining these models with novel highresolution spatial datasets it will perform counterfactual policy experiments that will showcase the efficiency of and the underlying economic mechanisms behind these policies this hybrid theoryempirics approach will provide wellfounded and carefully quantified answers to the proposed questions informing policymakers about the tradeoffs behind spatial policies like egds
afroeurope and cyberspace imaginations of diasporic communities digital agency and poetic strategies unravelling the textures

this project explores how afrodiasporic communities in europe rise above the public silencing of their perspectives by using the internet to reappropriate the discourse of who they are what contexts they relate to and why recently we have seen a notable increase of websites coordinated by people of african descent research so far has only investigated isolated cases ignoring synergies and networks my project fills this gap by exploring how individuals and collectives that identify as africanafrodescendant use the internet to establish alternative public spheres it will provide seminal answers to the following questions how do afrodiasporic communities deal with racialization on the internet do they successfully create a space online to articulate their own selfimages participate in knowledge production and gain agency how do they position themselves as members of a transnationally connected african diaspora what challenges do they face the projects geographical frame is romancespeaking europe but it also includes sources from the americas and caribbean to unveil transnational similarities and local peculiarities exploring rhetorical and poetic strategies the project studies not only what is said but also how it is said it places major focus on investigating the shared textual and visual language used to deal with racialization and to establish a vision of collectivity building on my experience i combine postcolonial and digital media studies with suitable literarycultural studies methods to unravel the textures and decode the imaginaries of websites ranging from texts to auditivevisual elements the projects impact lies in helping us understand the cultural narratives that shape emerging afrodiasporic subjectivities it also provides seminal insights for the ongoing sociopolitical debate on migration to and structural racism in western societies that tend to only speak about these communities without listening to what they say