Dragon09/odtu_chatbot huggingface dataset:
deep learning forecasting of induced seismicity for risk management operations

climate change mitigation requires a fast and efficient transition to clean and sustainable energy productionenhanced geothermal systems egs play a key climate change mitigation requires a fast and efficient transition to clean and sustainable energy production in this context enhanced geothermal systems egs can play a key role in facing this challenge since with this technology clean energy production from the earths heat is no longer confined to volcanic or hydrothermal regions despite this potential egs presents society and economyrelated problems that need to be solved to ensure operational safety continuity and public acceptance of such industrial projects induced seismicity is the major obstacle to the development and social acceptance of egs projects in the last years several damaging earthquakes have been associated with egs leading to the definitive closure of the involved projects and raising social concerns against this form of energy production with derisk we aim to develop new paradigms for induced seismicity analysis combining the latest available data acquisition technologies such as distributed acoustic sensing das with innovative deeplearning techniques to characterize induced seismicity with unprecedented resolution and accuracy we want to develop a nextgeneration data analysis framework combining deeplearning and waveformbased seismic imaging techniques our final goal is to produce deeplearningbased enhanced microseismicity catalogs that will be used to test the performance of new induced seismicity forecasting models exploiting the recent research advances in the field of physicsinformed machine learning the techniques developed within derisk will be tested and validated with highquality induced seismicity datasets collected at different egs sites if successful derisk will open the way to a safer and more widespread development of egs projects contributing to the transition to sustainable energy production
realtime measurements of oceanic waves using connected buoys and mobile stations

the erc advanced grant highwave is a current project that studies the physical mechanisms underlying the emergence of destructive breaking waves on the oceans surface the recent months have shown the multiplication of abnormal atmospheric disturbances generating extreme winds and waves that surprised forecasters it is therefore essential to be able to extract useful information from realtime measurements of winds and waves in planning to address this problem from a science perspective we discovered a critical gap in all current approaches to ocean wave measurements and maritime communications there is no existing technology that provides air and water information wave amplitude and direction wind speed and direction current speed and direction of any given sea state in real time the lack of any technique providing instant access to a sea state makes it extremely difficult to adapt to a changing sea state and to act fast realtimesea will fill this gap using wireless wave sensor technology deployed on a connected buoy to measure and transmit instantaneously to a fully equipped mobile station the raw data of the sea state air and water at a given location at a very low communication cost considering that our idea can be extended to a linked network of connected buoys thus adding a spatial component to the realtime measurements one can say that the ability to track sea states in real time and space will represent a revolution in wave forecasting with expected commercial applications for multiple end userstaking the realtime measurement of waves to proof of concept is made possible because of the recent development of maritime wireless networks that enables wifi data coverage over large areas of water within a 12 km radius from a shore station a 1year campaign off inishmaan ireland will allow the optimisation of the measurement system the development of the required analysis software and of the manual for the buoymobile station kit
supporting the eosc partnership in further consolidating the coordination and sustainability of the eosc ecosystem

eosc gravity will support the transition of the european coprogrammed partnership for eosc into its new governance and funding framework eosc gravity will leverage eosc focus engagement channels and facilities and establish new ones through open calls eosc gravity will provide funding to support the eosc federation by encouraging the creation of eosc nodes interproject collaboration and will support the revision of sria 20 the further evolution of the eosc federation will be charted through measures to monitor and report on eosc partnership kpis and to establish a methodology to assess the impact of eosc what eosc gravity will support the partnership in its role of charting a continuous flow of uptodate and accurate information on the status of eosc and developing strategic recommendations through the sria to ensure that the partnership transitions into a new governance and funding model post2027how eosc gravity will mobilise and grow the broader eosc community with outreach and engagement activities empowering stakeholders to further evolve the eosc federation and will directly fund actions to support the creation of several eosc nodes the eosc academy will be anchored to ensure an informed community has the expertise to foster eoscrelated activities at country and institution levels projects will collaborate and will feed their results into eosca task forces why eosc gravity will pull the eosc communities of stakeholders together to contribute to a smooth and effective transition from the partnership to a new governance and funding framework for eosc post2027 multistakeholder collaboration and dialogue which builds on eu and national investments in this area is needed for the future of eosc as a federated infrastructurewho the eosc gravity consortium is formulated as a lean grouping of skilled partners coordinated by eosca the ecs partner in the eosc partnership and current coordinator of the eosc focus project
dynamic coilshaped polylactic acidreinforced extracellular matrixderived scaffold with oriented pores for articular cartilage tissue engineering

articular cartilage ac is a soft tissue lining the ends of the bones in our joints even minor lesions in ac can cause underlying bone damage creating an osteochondral oc defect oc defects cause pain impaired mobility and can develop to osteoarthritis oa oa is the most common form of arthritis affecting nearly 10 of the population worldwide and a serious disease representing a significant economic burden to patients and society in europe the cost of oa per patient is estimated to exceed 10000 per year at present the treatment options for oa are limited to surgical replacement of the diseased joint with a prosthesis while this procedure is well established it is not without its limitations and failures are not uncommon in addition joint replacement prostheses have a finite lifespan making them unsuitable for the growing population of younger and more active patients requiring treatment for oa while significant progress has been made in this field realising an efficacious therapeutic option for the treatment of unresolved oa remains elusive and is considered to be one of the greatest challenges in the field of orthopaedic regenerative medicine one of the critical problems when repairing oc defects is the poor repair of the ac due to its repair with a lowquality scarring tissue lacking the native aligned collagen microarchitecture therefore there is a societal need to develop new strategies for ac regenerationthe recoil3d project aims to develop a new generation of dynamic loadbearing implants based on the reinforcement of an extracellular matrix ecmderived scaffold containing an aligned pore architecture with a dynamic coilshaped 3d printed polylactic acid pla constructs for ac tissue repair
indigenous migration law emic visions on borders

indigenous peoples engage in de facto migration governance on a daily basis all over the world yet their perspective and experiences are mostly unheard and their laws unaccounted for adopting an innovative bottomup approach imivision aims to design an overarching legal framework governing migration that acknowledges the relevance of both indigenous and states laws in contexts where indigenous peoples territories overlap with and span beyond the borders of states this is fundamental to explore bordering areas that have so far been de jure ruled by national laws but de facto managed by indigenous laws thereby creating legal uncertainty and contrasting praxis two casestudies have been selected one in europe saami communities and another in latin america cofn communities they offer a fertile sample to assess the first exploration of the topicin my project i adopt a sociolegal methodology that envisions a contextualized exploration of legal phenomena and that is underpinned by the following two entangled approaches legal pluralism and participatory approach data are collected and coconstructed through anthropology of laws methods more specifically i will conduct interviews and engage in participantobservation during two to threemonthlong field immersion and then engage in a legal and content analysis of the data to capture internormativity and contribute theoretically to migration law studiesinvestigating indigenous peoples legal answers to migration will prevent the widening of the existing gap between state narratives migration policies and empirical evidence that currently affects the relevance of responses to migration within europe and beyond imivision thus not only contributes to changing ways migration law and governance are envisioned but also empowers indigenous peoples as migration lawmakers and has a direct policy implication on states and europes external migration programs
systemic endotoxemia as the driver of chronic inflammation biomarkers and novel therapeutic targets for arthritis

rheumatic diseases rds affect more than 40 of europes population and cause significant disability pain reduced lifespan and a very high economic burden in this project we will explore the role of chronic systemic inflammation caused by intestinal microbiota derived immunologically active compounds as a driver in the transition from health to disease with a special focus on three rds osteoarthritis oa rheumatoid arthritis ra and spondylarthritis spa we aim to explore the relationship between gut microbiota intestinal permeability and endotoxemia we aim to understand their role as drivers of disease onset and disease activity in ra spa and oa as well as targets of preventive and therapeutic approaches we will study the events leading from health to disease onset by i taking advantage of geographically diverse large cohorts of people with available blood and faeces samples ii search for novel risk biomarkers for ra spa and oa by using highthroughput omicsbased analyses iii conducting targeted clinical studies iv performing in vitro mechanistic studies to explore the gutjoint axis using tissue explant cultures and organonchip models v conducting interventional proof of concept studies of diet faecal transplantation and a gut permeability decreasing drug in ra and spa patients vi exploring in vitro new potential drugs or nutraceuticals to cope with endotoxemia effects on target tissues by combining all these results machine learning and aiinformed rheumatic disease prediction tool will be developed for clinicians to help them identify patients with increased risk of developing the target diseases it will thus assist in the choice of personalized blueprint intervention to reduce the risk of these diseases and disease activity in ra and spa and to slow down the progression of oa
a paradigm shift for the futures thermal management devices through radical innovation in new materials and additive manufacturing

thermal management is in the strong need for new materials innovation stunningly large data centres spend up to 40 of the total energy consumption to run the cooling system other examples are in the cooling of electronics and in the thermal control of electric vehicles batteries here the development of innovative solutions is hindered by heat removal and transport unsolved problems the design aspect of thermal control devices has achieved so much but is already under pressure new flexible materials that can be processed with additive manufacturing am and with thermal performances not yet seen are now strongly required in thermodust we will achieve a real breakthrough in this direction we are set to join nanotechnology process engineering with scalable industrial am for the specific purpose of solving the thermal control problem this is not an incremental step as it has not been done before our starting ground is micronsized metallic powder typically used in powder bed fusion or cold spray processes we will explore the addition of a performing 2dmaterial phase to the feedstock powder by using innovative techniques with the final aim of engineering a radically new material thermodust with outstanding heattransport performance we will also prove it will be possible to use am to process thermodust in order to form demonstrator devices that will outperform the current means of heat dissipation and we intend to prove this in 3 key sectors electronics ev vehicles and aerospace with the development of specific proofs of concept we are confident to be able to achieve the overall objectives through a sophisticated multidisciplinary methodology that will rely upon scientific investigations and the exploitation of discoveries to establish europe as a leader in heat management paving the way for innumerable new innovative products and markets in ict aerospace electric vehicles and related areas
quantum memory interface based on multicolor unconditional quantum teleportation

quantum memories are crucial technologies in quantum communications infrastructures the ability to store and retrieve quantum information can simplify a complex process and increase the flexibility of current communication networks for this reason different quantum systems are currently being investigated to produce stable and reliable quantum memoriescite despite their potential the practical application of these technologies is hindered by intrinsic limitations in their readwrite process which is generally based on an optical link this coupling depends on the specific phenomenon used to store the quantum information and it imposes stringent requirements on the optical wavelengths used as interface as a result two issues arise firstly its not feasible to connect quantum memories with incompatible wavelengths and secondly most quantum memories cannot be integrated with standard communication channels thus implementing quantum memories in realcase applications requires developing a new writingreading approach to overcome this constraint in this project i will demonstrate that unconditional quantum teleportation can overcome the wavelenght requirement this communication protocol uses both a quantum and classical channel to transfer quantum information between two distinct systems by employing a twocolour einsteinpodolskyrosen epr vacuumsqueezed entangled state as the quantum channel we can restrict the quantum memorys constraints to just one side of the connection enabling us to choose the second wavelength based on the external device i will carry out this project in collaboration with the danish center for quantum optics quantop led by prof eugene polzik at the university of copenhagen ucph
twinning for excellence in floating wind turbine and hydrogen systems

the tethys project twinning for excellence in floating wind turbines and hydrogen systems is a collaborative effort involving the university of cyprus ucy advanced partners from italy and denmark and a greek startup this initiative aims to strengthen ucys research and innovation capabilities in offshore floating wind fow and green hydrogen h2 systems aligning with the european green deal and cyprus energy objectivestethys addresses existing gaps in cyprus research landscape such as industry engagement fundraising and talent retention it does so by transferring knowledge and skills and by establishing connections between established and emerging experts in related fields and sectors building mostly on early career researchers the projects primary objective is to create a sustainable framework for internationalization and research excellence in fowh2 systems enhancing ucys capabilities and global appeal in renewable energy and green technologiesthe potential of fowh2 systems is highlighted as they offer advantages in terms of green hydrogen production and offshore wind farms particularly in deepsea installations like those envisioned in the mediterranean sea despite ucys competitive research environment there are still challenges to overcomethe collaborative nature of tethys extends benefits to international partners for instance unifi gains insights into offshore wavestructure research and hydrogen system requirements neest refines its technology for sea applications coupled with offshore wind turbines and aarhus enhances its forecasting approaches and cost assessment models for fowh2 systems furthermore the project exposes partners to strategic potential in fowh2 systemsoverall tethys forms a consortium across european countries with offshore wind potential and diverse energy markets fostering the exchange of knowledge experiences and practices it creates a robust network centred around the new tethys uni
reconnect 3 building a community

on the urge to reconnect science and research with the publics curiosity but also with its needs and priorities one has to develop an active and continuous dialogue showing mutual respect understanding and trust between the different communities in reconnect 3 we identify two priorities for the context of the present science outreach status in the country a reaching smaller or underprivileged communities from the educational point of view and b strengthening the groups of science communicators and connecting them in common events addressing these priorities by the means of ern events is one of the most important opportunities to increase the quality of science communication and awareness about the benefits science brings to humans the consortium is made up from 5 research institutes among the largest and most prestigious in the country 4 universities with high scientific expertise which is complemented by journalism expertise and one public scientific body that have been participating in previous research outreach events and coordinate some of the largest stem educational networks teachers and pupils derived from the european programmes by organising each year 20 night events a national science contest a science caravan in the less developed regions of the country as well as other 20 local events meetings and visits of scientists in local schools we are building the most significant and comprehensive science outreach program in the country that ensures that the research and science are more accessible to pupils and schools while at the same time creates visibility for researchers and science communicating groups and individuals
photocatalytic industrial applications

the european union has been challenged to contribute to the global aim of providing sustainable solutions to the current and future needs on synthetic compounds and materials in the coming years in this sense the development of sustainable chemical processes is one of the most important features in modern chemistry it has become a key research area worldwide providing solutions to important societal demands by optimizing the use of natural resources and minimizing waste and environmental impact among the relevant methods for achieving this goal catalysis represents a key and central approach both organocatalysis and metal catalysis have emerged as solutions to the problems in this context despite the enormous advances made towards both types of catalysis the development of more efficient and general catalysts as well as synthetic methods is still a challenge a very similar researchroad has occurred in the photocatalysis area using visiblelight as mild and sustainable energy sourcein this context the pharmaceutical industry has a great impact in our society wellstablished organo and especially metalcatalysis have been largely implemented in the chemical industry both on a micro and ton scale however there are only few timid academic applications of novel photocatalytic visible light methodologies into industrial goals therefore the development of cheaper and straightforward methodologies to the incorporation of key photochemical processes is an important field and has a tremendous impact in the industry field therefore greater blending of academia and industry would be desirable for the implementation of photocatalysis in the chemical industry world students who can access this doctoral network will have the opportunity to work in european funded academic researchers and in three big pharma companies in a hot field such as photocatalysis with the aim to develop new real industrial solutions
the silk road language web a linguistic prehistory of the tarim basin in northwest china

on the crossroads between china india and the eurasian steppes the tarim basin in presentday northwest china was a crucial part of the famous silk road trading network today the main languages of the area are uyghur and mandarin but numerous manuscript finds are proof of a past rich in entirely different languages next to literary languages like sanskrit the local vernaculars were middle indic tocharian and the iranian languages khotanese and tumuqese all indoeuropean and hailing ultimately from the west these languages show the effects of intricate patterns of longterm influence thus forming a network of linguistic contact the silk road language webthe interpretation of this intriguing linguistic complex has been dominated by the narrative that the tocharians are to be identified with the bronze age tarim mummies to the detriment of other groups however in concordance with genetic evidence the linguistic findings of the pis ercstarting grant and nwovidi projects show that the tocharians arrived much later while the iranians arrived earlier and spread over a larger area than previously assumed thus an entirely new approach to the linguistic past of the tarim basin is called forbased on the evidence from longterm language contact contained in the silk road language web this project will unravel the linguistic past of the tarim basin to make a groundbreaking contribution to the linguistic and migrational prehistory of eurasia reconstructing the dates of the splits and spreads of khotanese tumuqese and tocharian it will establish their routes and dates of entry into the tarim basin further khotanese and tocharian vocabulary of unclear origin will be scrutinised for traces of languages of the earlier bronze age populations finally the linguistic developments will be followed into historical times tracing how the attested languages were eventually shaped by the later formative impact of middle indic and middle iranian