RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'mInimize coSts and mAximize Benefits in the transitionary European regional Labour markets', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

It is evident that the process of green transition reshapes national, regional, and local economic landscapes, and triggers change in ecosystems of various industries, thereby highlighting the urgent need to plan efficient and fair strategies to minimise the costs of job destruction and maximise the benefits of job creation in a socially fair way and a geographically equal way, in the wider patterns of reskilling. ISABEL's main objective is to provide a threefold solution to the aforementioned problem related to JCD with the use of new technologies such as AI and Large Language Models (LLM) that will 1) enrich our understanding of the socially and geographically uneven implications of this process across Europe, 2) broaden our knowledge on the factors underlying this process, and 3) highlight pathways of minimising the effects of job destruction and maximising the benefits of job creation, in a socially and spatially fair way. The latter include upskilling and reskilling of workers and the reallocation of labour, based on existing and forecasted skills shortages, using AI technologies to support these tasks. To achieve its main goal, ISABEL will examine the above elements at 3 different levels: i) the aggregate European level, among the EU, UK and Serbian Nomenclature of Territorial Units for Statistics 2 regions (NUTS2), using secondary data, ii) at 6 countries of focus -Denmark, Greece, Poland, UK, Serbia, Spain, collecting and analysing primary data, and iii) Living Labs focusing on 6 regions with diverse socio-economic features.


**Keywords:** Regional Labour Market Restructuring; Work Transformation ; Skills Shortages ; Green Transition
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Archaeology of shariNg pracTIces: the material evidence of mountain marGinalisatiON in Europe (18th- 21st c. AD)'.

assistant: **Concept**

The main aim of the ANTIGONE project is to investigate how the disappearance of practices for managing shared environmental resources played a role in the abandonment and political marginalisation of European mountain areas from the 18th c onwards. The legacy of these processes can be seen in population levels in these areas, and in the worsening of their natural and cultural heritage. Current policies – aiming to promote their ‘heritagisation’ – do not seem likely to be more effective, in the long-term, as development interventions than the drive for rationalisation in the 19th c. and modernisation in the 20th c. A new historical perspective is needed which addresses the process of abandonment and marginalisation in its entire complexity. ANTIGONE will analyse the critical period from the 18th to the 21st c. and provide new insights into the links between individuals, communities, central States and landscape, grounded in a new understanding of the relationship between practices, resources and objects.By means of archaeological, historical, environmental, ethnological analyses, and through the comparison of case studies from European mountain areas, ANTIGONE aims to verify if alleged ‘improvement’ practices involved not just changes in management technique, but also contributed to decline in the sharing of work, time and space, with knock-on effects on the social dimension of the whole historic system. Through its multidisciplinary approach ANTIGONE aims at provide: new knowledge on the historical mechanisms underlying the abandonment of mountain and, more broadly, rural areas, as a key to understanding marginalisation; new knowledge on landscapes, practices and their features; a new methodological toolbox for interdisciplinary investigations driven by archaeology; a n
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Pvd alternatives to conventional zinc coatings' under Fourth Framework.

assistant: **Concept**

Zinc coating of steel offers the benefits of good corrosion protection and adaption to current industrial forming and painting techniques. Nevertheless, there is a strong need for the substitution of conventional Zn layers due to the non favourable properties encountered in the manufacturing of zinc coated steel and the need for thickness reduction because of enviromental considerations. The proposed programme intends to develop a suitable alternative for conventional zinc coatings, whereby the following aspects will be envolved: corrosion protection, tribological behaviour, ductility, weldability, paintability and of course the environmental friendliness. New multifunctional coatings based on pure metals, binary and ternary alloys, will be developed and applied on large areas by four physical vapour deposition (PVD) processes. These techniques have the possibility of tailoring properties of coatings by depositing alloys in a broad composition range and/ or multilayered configurations with good corrosion resistance, low friction coefficient and excellent, wear behaviour. The new coating(s) will provide a combination of the properties needed in the future by the automotive industry, which cannot be reached by the already existing treatments. The new substitute(s) will be extensively tested under laboratory conditions and field testing against the performance of conventional zinc coatings. The consortium includes three major automobile manufacturers (BMVV, FIAT, ROVER), a company producing steel flat products (SOLLAC, Usinor), a vacuum coatings equipment manufacturer (Leybold), a company involved in coatings service (Breda), a research centre in advanced materials (JRC Ispra) involved also in contractual research for industry and a university group (Heidelberg) specialise
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Pre-designed In situ Oncotherapeutic Nanohydrogel with Enhanced Efficacy for glioblastoma post-Resection' (PIONEER) under Horizon Europe.

assistant: **Objectives**

Glioblastoma multiforme (GBM) is a grade IV glioma, considered as the most aggressive brain tumor with an average five-year survival rate of 7.2% and projected mortality rate of 46.6% by 2040. The prognosis remains poor, not only due to the severity of the disease but also due to challenges in treatment modality and recurrence. Temozolomide (TMZ) is the preferred anticancer drug for GBM owing to its effectiveness in reducing relapse but the efficacy is compromised by substantial hurdle of drug resistance. My strategy is to overcome this challenge and revolutionize GBM treatment by addressing the obstacles associated with TMZ resistance and prioritizing patient compliance. I hypothesize that combining a small dose of NO-releasing NONOates will activate p53 and inhibit HIF-1, effectively blocking TMZ resistance pathway and significantly boosting therapeutic efficacy. Moreover, NO dilates tumor blood vessels, enhancing the permeation and retention effect (EPR) which increases biodistribution of TMZ within the tumor, promoting apoptosis and oncogenic stress signals thereby reducing the likelihood of tumor recurrence. While the combination of TMZ and NONOates offers numerous advantages for efficient delivery, a major challenge remains: ensuring the transport across the blood brain barrier (BBB) to the tumor site. Here, I also propose the development of an enzyme-triggered injectable hydrogel encapsulating NONOates and TMZ nanocrystals (NCs) designed for post-resection GBM. The enzymatic crosslinking process involves oxidative coupling of catechol groups of tyramine-modified biomolecules, while TMZ NCs will be fabricated via antisolvent co-sonoprecipitation method. The in-situ hydrogel forms rapidly, adhering stably to the resection site, ensuring a targeted and sustained rel
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'From the Planetary to the Nanoscale: Magnetism at the Interface' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Magnetic anomalies from deep sources are commonly thought to be induced by the present Earth's field to magnetite bearing rocks. Such magnetism is limited by the Curie isotherm of magnetite related to the local thermal gradient. The proposed research challenges this picture and is important for understanding large scale crustal anomalies. Natural rhombohedral oxides of the Fe2O3-FeTiO3 solid solution series with fine-scale exsolution intergrowths can retain a strong and very stable magnetic remanence to higher temperatures than magnetite. Their remanence can be important in the magnetism of crust at depth which currently is intensely investigated by satellite surveys on Earth and on extraterrestrial bodies. Two challenges stand out for understanding magnetism at high pressure and temperature. First, stability of nanoscale mineral intergrowths should be explored in experimental runs, followed by close examination of results under room-temperature conditions by EMP and TEM. Second, the direct effect of pressure and temperature on magnetic properties of single phases, solid solutions, and intergrowths must be investigated. This requires direct observations at pressure and temperature. BGI has a phenomenal background in high-pressure experiments at crustal conditions. It also has excellent background and equipment for exploring materials before and after experiments using electron microprobe, X-ray diffraction and high-resolution TEM. A Mössbauer- spectroscopy system through a diamond-anvil cell at pressure and temperature will allow direct recording of magnetic transitions under deep crustal conditions. To come into conjunction with these special capabilities and these highly advanced scientists in complementary, but different fields of science, will provide a unique oppor
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'Nanostructured coatings via environmentally friendly deposition techniques for demanding tribological applications' in the context of a Fifth Framework call.

assistant: **Objectives**

Vacuum coatings are widely applied in tribological systems, allowing wear reduction and in some cases the use of lighter materials. In the car industry, piston rings are already being PVD coated by Japanese suppliers. European suppliers will have to develop new technical solutions also to comply with new emission laws. Nanostructured coatings (with structures, defined at nanometric scale ) are attracting strong attention for their ability to combine properties difficult to reconcile like high hardness and high toughness. These coatings, made possible by new deposition techniques, are expected to give significant improvements over current ones, e.g. using nanolayered or nanocolumnar structures or inclusions of nanoparticles in metal-ceramic matrices. The project aims to develop new nanostructured coatings for demanding, widespread mechanical applications (gears) and for car engines components ( cylinders, tappets ), and new deposition systems fitted to pilot scale treatment of real parts using the novel techniques of pulsed cluster beam, laser-arc and cluster CVD.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Government User IDentity for Europe - creating an European standard for interoperable and secure identity management architecture for eGovernment' under Sixth Framework.

assistant: **Concept**

In 2001 a Ministerial declaration on eGovernment recognised that appropriate security and trust is a precondition to the successful introduction of on-line eGovernment services. Minis-ters agreed to strengthen co-operation across Europe to ensure the security of networks and guarantee safe access to eGovernment services". Small progress has been made and businesses and citizens are signing up to identity services out of necessity and governments are left with poor take-up of services. Meanwhile identity theft is growing into a massive security and economic issue.GUIDE recognises the specific needs of Europe based upon the social, ethical and legislative differences regarding privacy and data protection. Europe is currently at risk of having to accept unsuitable US driven solutions. Therefore the Institutional Setting of Identity in Europe and Excellence in eGovernment Systems and Technology are major elements of GUIDE.Services must be citizen-centric, user-driven and technology-enabled, which is why the other Major Building Blocks address A2A, A2B and A2C transactions and their accompanying processes and platforms. Research will be tested, demonstrated and validated by working closely with a number of Member State administrations.Scientifically, GUIDE will create a European conceptual framework for electronic identity management for eGovernment. Technologically, it will begin the development of an architecture for secure transactions between administrations, citizens and businesses and fostering back-office process integration. The social objective will start to create the institutional setting in Europe to endorse take-up of eGovernment services including social, ethical and legislative research.GUIDE has a long-term vision to make Europe the global leader of eGovernme
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Understanding the energetic cost of walking through computer simulations based on biophysical muscle models.' under Horizon Europe.

assistant: **Concept**

Metabolic energy consumption during walking increases considerably with disease, injury and age. We poorly understand why, because experimental estimates of energetic cost are limited to average whole-body measures. This lack of knowledge hinders the design of interventions that target walking energetics. Model-based computer simulations have the potential to predict energetics of individual muscles over time, and can be used to elucidate causal relationships between musculoskeletal properties and walking energetics. But current simulations vastly underestimate changes in energetic cost across walking conditions. I hypothesize that errors in predicting the energetic cost of walking are due to using Hill-type models and energetics models, which employ phenomenological relations derived from controlled experiments that do not capture muscle operating conditions during walking. In contrast, biophysical muscle models capture the mechanisms underlying muscle mechanics and energetics, but have not been used in simulations of walking. This project aims to gain fundamental insight into walking energetics through incorporating biophysical muscle models into simulations of walking, revealing contributions of individual muscles and gait phases to overall energetic cost, and predicting the energy savings enabled by assistive devices.  This approach is feasible given my expertise with biophysical models and the host’s advancements in simulations, enabling the use of more complex muscle models. I will first develop a biophysical model that – when integrated in musculoskeletal simulations – captures whole-body energetics. I will then use the developed simulations to study muscle energetics across a range of walking conditions, and test the ability of the framework to predict exoskelet
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Emerging cooperative autonomous systems: Information for control and estimation' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Nowadays, attention is drawn towards a new generation of intelligent mobile cooperative autonomous systems (CASs), built with increasingly powerful sensors that allow them to cooperate with other autonomous systems and humans, in order to accelerate the industrial ecosystem and better exploit the potential of flexible automation. The cooperation of autonomous systems, which is an emerging technology in many areas (e.g., intelligent transportation systems and factory automation) is done over a wireless network. The use of a wireless network to connect spatially distributed systems enables flexible architectures with reduced installation and maintenance costs to existing applications, while supporting the development of new applications that would otherwise be impossible. The unprecedented tight coupling between control and communication, due to the use of a shared wireless network and distributed decision making to orchestrate such systems, introduces new challenges. Current modular design approaches and incremental improvements can only provide limited performance gains and may result in inefficient solutions, which may lead to failures during practical deployments.  To effectively leverage the vast space of possibilities enabled by CASs, I argue that we need to fundamentally rethink how functionally-complex CASs are interconnected and operate cooperatively. Bridging the gap between the fields of control, estimation, and information/communication theories, MINERVA will follow a bottom-up approach to develop a fundamental, yet realistic, framework to establish the foundations for real-time control, estimation, and localization in environments where autonomous systems and humans interact. MINERVA goes beyond the state-of-the-art and targets the fundamental bottlenecks of
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Real-Time GNSS for European Troposphere Delay Model' to be submitted under Horizon 2020.

assistant: **Abstract**

Remote sensing of the troposphere with Global Navigation Satellite Systems (GNSS) provides observations of spatial and temporal resolution higher than any other technique and operates under all weather conditions. The main product of GNSS meteorology, the zenith troposphere delay (ZTD), can be assimilated into numerical weather prediction (NWP) models in order to improve forecasting. The troposphere is also a major error source in GNSS positioning and a limiting factor for Interferometric Synthetic Aperture Radar (InSAR) observations. Both techniques are commonly used for hazard warning systems, which raise the demand for reliable real-time (RT) ZTD models. Accuracy and timely provision of ZTD estimates is limited by the quality and latency of satellite orbit and clock products. In 2013, the International GNSS Service started to provide RT products for GNSS, thus opening new possibilities for GNSS meteorology. Preliminary results revealed absolute accuracies of RT ZTDs of less than 30 mm, which is better than any other existing ZTD model available in RT. In order to further improve the quality of RT GNSS ZTD models we will make use of emerging GNSS, modify functional and stochastic models for data processing and provide sophisticated RT products i.e. troposphere gradients and slant delays. We will apply novel approaches in order to improve GNSS monitoring and correct InSAR observations, with the goal to better support RT earthquake and landslide warning systems. The aim of this project is to develop a high-quality RT GNSS model of the troposphere on two scales: dense regional (Germany, Poland) and sparse continental (Europe). The host at the University of Stuttgart, has vast experience in the development of next-generation positioning, navigation and timing solutions, a