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 executive summary for the EU project 'Youth, unemployment, and exclusion in Europe: A multidimensional approach to understanding the conditions and prospects for social and political integration of young unemployed' (YOUNEX) targeting Seventh Framework.

assistant: **Abstract**

This research aims to advance knowledge on the causes, processes, and perspectives for change related to the social and political exclusion of unemployed youth. It has three main objectives: (1) to generate a new body of data on young unemployed (in particular, young long-term unemployed), but also precarious youth; (2) to advance theory and extend knowledge on the social and political exclusion of young unemployed; and (3) to provide practical insights into the potential paths for the social and political integration of young unemployed. The overall design of the research has three main components: (1) a multidimensional theoretical framework that combines macro-level, meso-level, and micro-level explanatory factors while taking into account various dimensions of exclusion (social and political exclusion, individual well-being); (2) a cross-national comparative design that includes European countries with different institutional approaches to unemployment (France, Germany, Italy, Poland, Sweden, and Switzerland); (3) an integrated methodological approach based on multiple sources and methods (analysis of state and EU policies and practices towards unemployment, a survey of organizations active in the field, a survey of young long-term unemployed and precarious youth, in-depth interviews with young long-term unemployed, and focus groups with stakeholders). Three important features of the proposed research underscore its innovative impact: (1) its comparative approach allowing for bench-marking and best-practice analysis; (2) its multidimensional approach allowing to consider the mediating impact of (European, national, or local) public policy on the way people cope with their situation of unemployed; (3) its interactive research process spurring policy-learning by bring
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 'Understanding Neutral Weed Communities - Crops Interactions and  Identification of Artificial Intelligence Algorithms for Species-Specific Weed Management Using Robots' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The overarching objective of NEUTRAWEED is to form an international and inter-sectoral network of 16 organizations in four continents (Europe, Africa, Asia, and America) working on a joint research program in the fields of weed ecology and management, artificial intelligence (AI), and robotics. New sustainable weed management solutions are requested since the over-reliance on chemical control and intensive tillage in over-simplified cropping systems are now questioned because they have many drawbacks. As a solution, we propose the promotion of Neutral Weed Communities (NWCs), which are weed communities that can coexist with the crops without reducing crop yield or quality compared with weed-free conditions. In this 4-yer research plan, we propose to 1) identify NWCs in diverse cropping systems and study their interactions with crops and other biotic agents, 2) investigate their effect on ecosystem services provision, 3) develop weeder robot prototypes for weed-specific analysis; 4) identify AI algorithms for weed species-specific discrimination to test on robots to attain NWCs. A multidisciplinary and intersectoral approach will be used to comprehend the multiple interactions between weeds and crops under four aspects: agroecological, physiological, molecular, and microbiological. Using weed species images, AI algorithms will be developed and tested on autonomous robots to attain NWCs by selectively removing only highly competitive weed species while leaving only the beneficial ones. The staff members will develop new skills and competencies, will be exposed to new research environments, and will have their career perspectives broadened. NEUTRAWEED will advance research by fostering the interconnections among countries, providing training and education at academic and t
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 'Towards a sustainable wine industry: Application of blue economy concept' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The BluWine project will encompass the entire wine production chain through a Blue Economy approach, where the vineyard, winemaking process, winery, and its residuals will be interactively linked and strengthened as part of a sustainable strategy. The wine industry is an important sector contributing to the economies of many countries, especially in Europe, which has a long history of wine production, as well as in emerging wine-producing regions in Africa, Asia, South America, and Oceania. From a global perspective, the collaboration of productive forces from different countries can be mutually beneficial.With a strong focus on environmental respect and sustainability, the BluWine project will be a collective effort to drive innovation in viticulture, winemaking, and winery operations, as well as in the management of its residuals. This will include improving grape resistance, managing wine ethanol content, recovering carbon dioxide, optimizing water usage, and recycling grape pomace, among other initiatives. The project will evaluate both the economic and environmental impacts, conducting a thorough analysis of barriers and socioeconomic drivers for successful implementation.The ultimate goal of the BluWine project is to ensure the control and maintenance of wine quality, which will be achieved by creating a new network dedicated to applying the Blue Economy in the wine industry. This will be supported through a strategic staff exchange program, bringing together both early-career and experienced researchers with expertise relevant to the BluWine project. Through this exchange, skills and knowledge will be shared across the Consortium. The project is organized into nine work packages, to be completed over four years, involving 13 ESRs (8 ESRs to be enrolled) and 50 ER
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 'Multi-sensor concepts for greenhouse gas accounting of northern eurasia' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The overall objective of SIBERIA-II is to demonstrate the viability of full carbon accounting (including greenhouse gases (Gigs): CO2, CO, CH4, N2O, NOx) on a regional basis using the environmental tools and systems available to us today and in the near future. The region under study is Northern Eurasia, covering an area of 200 million ha and representing a significant part of the Earth's boreal biome which plays a critical role in global climate. The tools and systems to be employed include a selected yet spectrally and temporally diverse set of mainly European multi-sensor Earth Observation instruments, detailed existing databases of field information and some of the worlds most advanced climate models developed in Europe to account for fluxes between land and atmosphere.
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: Explain how 'Agile Manufacturing as a Service through AI Autonomous Agents' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The goal of the project is the creation of the MaaSAI System, a comprehensive digital system to automate and facilitate interactions between suppliers of manufacturing systems (Providers) and manufacturing companies (Consumers) in a Manufacturing-as-a-Service (MaaS) ecosystem, in an agile, efficient and transparent manner. The MaaSAI System aims to revolutionise manufacturing and remanufacturing processes by facilitating access to flexible and decentralised capacities, through the MaaS business model, that extends the principles of the service-oriented economy to the manufacturing industry. The MaaSAI System aims to contribute to the reduction of the heavy investments that manufacturers have traditionally had to make to set up and maintain their operations. With an emphasis on production flexibility, agility and responsiveness, the MaaSAI System enables on-demand sustainable manufacturing, optimising resource utilisation, facilitating the transition towards circular facilities, and promoting better integration of the value chain. The MaaSAI project leverages on Explainable Artificial Intelligence (xAI) in autonomous agents to negotiate the use of manufacturing capacities between providers and consumers in a dynamic MaaS ecosystem. The incorporation of secure, and real-time data exchange between participating companies ensures fast response times and improves collaboration. The MaaSAI System represents a paradigm shift that enables manufacturers to access and utilise on-demand production capabilities, further increasing efficiency and lowering barriers to entry for SMEs. The MaaSAI project will deploy 3 main key exploitable results: 1) MaaSAI Cloud MaaS Marketplace; 2) MaaSAI Provider Suite; 3) MaaSAI. The MaaSAI System will be demonstrated in 5 Pilots of European compan
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 'Developing existing earthquake data infrastructures towards a mediterranean-european rapid earthquake data information and archiving network (MEREDIAN)' under Fifth Framework.

assistant: **Concept**

Seismic hazard mitigation arguments has motivated a large number of European countries to invest in high quality digital seismograph networks in their countries. This proposal aims at coordinating these national initiatives towards a Mediterranean-European Rapid Earthquake Data Archive and Information Network (MEREDIAN) by improving the existing European infrastructure. The goal is to provide access to close-to-real-time and archived earthquake wave from data from most stations within Europe and the Mediterranean area for basic research, basic earthquake information for hazard mitigation and public information. New communication tools will be tested and new software tools will be developed and applied.
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 executive summary for the EU project 'Open Mining INfrastructure for TExt and Data' (OpenMinTeD) targeting Horizon 2020.

assistant: **Abstract**

Recent years witness an upsurge in the quantities of digital research data, offering new insights and opportunities for improved understanding. Text and data mining is emerging as a powerful tool for harnessing the power of structured and unstructured content and data, by analysing them at multiple levels and in several dimensions to discover hidden and new knowledge. However, text mining solutions are not easy to discover and use, nor are they easily combinable by end users. OpenMinTeD aspires to enable the creation of an infrastructure that fosters and facilitates the use of text mining technologies in the scientific publications world, builds on existing text mining tools and platforms, and renders them discoverable and interoperablethrough appropriate registriesand a standards-based interoperability layer, respectively. It supports training of text mining users and developers alike and demonstrates the merits of the approach through several use cases identified by scholars and experts from different scientific areas, ranging from generic scholarly communication to literaturerelated tolife sciences, food and agriculture, and social sciences and humanities. Through its infrastructural activities, OpenMinTeD’s vision is tomake operational a virtuous cycle in which a) primary content is accessed through standardised interfaces and access rules b) by well-documented and easily discoverable text mining services that process, analyse, and annotate text c) to identify patterns and extract new meaningful actionable knowledge, which will be used d) for structuring, indexing, and searching content and, in tandem, e) acting as new knowledge useful to draw new relations between content items and firing a new mining cycle. To achieve its goals, OpenMinTeD brings together differen
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 'First stabilisation device to enable rotation-free and rotation-controlled  lifting and loading of cargo and goods by cranes or helicopters  to make transportation more efficient, reliable and safe' under Horizon 2020.

assistant: **Concept**

Objective of the YawSTOP project is to upscale, pilot and commercialise the first stabilisation device for cranes and helicopters that allows rotation-free and rotation-controlled lifting and loading of cargo and goods. Fully automated lifting operations remotely controlled by one operator, no need for taglines, no endanger of workers, increased efficiency, more independent on weather conditions are major advancements on current state-of-the-art and our unique selling points. Our end-users will benefit with up to 44% time and 52% cost savings for lifting operations with at least savings of €50,000 per transport. YawSTOP will aid solving the industrial and societal problems of improving efficiency and work safety, while reducing greenhouse gas emissions and air pollution in transport, in particular in offshore/maritime lifting and logistics. Our commercial objectives can be grouped in 3 categories and achieving them will bring us global market uptake:1) Technology maturation objectives to optimise YawSTOP functionalities to raise the TRL of our technology from its current TRL6 to 8.  2) Pilot and validation objectives to demonstrate and validate the commercial potential of YawSTOP in actual end-user operating environments across three different market sectors (offshore/maritime, onshore, helicopter) together with three end-users. The piloting activities will elevate YawSTOP from TRL8 to 9.3) Market maturation, communication and innovation management objectives enabling us to successfully bring our YawSTOP product to market and reach sales traction post-project based on the results of our SME Phase 1 Feasibility Study (GA no 762392). YawSTOP will significantly boost our growth. The first 5-years post-project, we expect accumulated revenues of €169m from sales of 1129 YawS
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 'Rational design of novel nanoprous materials for the separattion of enantiomers' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The current proposal ChiralMOF has the aim to develop rationally designed novel nanoporous materials for the separation of enantiomers. The separation of enantiomers is of great importance to industry in the domain of medicine. New treatments often rely on medication consisting of pure enantiomers. Enantiomers separation is extremely challenging as the molecules are nearly identical (shape and properties) and is achieved at great cost by relying on expensive, time consuming and complex processes. Separation through adsorption using chiral stationary phases is a viable alternative to the current technology.It is the aim of the project to develop novel porous materials that allow for fast, efficient and inexpensive separation of enantiomers. In the past decade, a new class of porous materials was developed: metal-organic frameworks. This new class of materials can be rationally designed, exhibits highly specific properties and may be economically viable and a stable alternative to classical stationary phases. Surprisingly, very little attention has been devoted to the design of homochiral metal-organic frameworks for enantiomer separation. The chiral structure of these metal-organic frameworks favours the interaction with one specific enantiomer. The preferential interaction, adsorption, is the basis for an efficient chromatographic purification process.A combination of theoretical and experimental work is proposed. Advanced molecular simulations allow for the rational design of novel structures and prediction of the adsorption, separation potential of these nanoporous materials. Computational screening of hypothetical structures is a fast and efficient tool to identify high potential structures. A selected set of promising structures will be synthesized, characterized an
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 'Shaping functional ecosystems of the future' to be submitted under Horizon Europe.

assistant: **Abstract**

Accelerating climate change is moving ecosystems rapidly beyond the bounds of historical variability. Many of the traditional conservation approaches trying to maintain a status quo are no longer effective. Rather than resisting change, we need to guide transforming ecosystems towards preferred ecological outcomes. Assisted migration, the active translocation of species to mimic range expansion under climate change, is a widely proposed adaptive management strategy. But it is also controversial, as it disrupts long-held views on biological conservation. Focusing on risks and ignoring benefits has hampered scientific research on assisted migration and halted necessary conservation innovation. Yet, the costs of inaction are too high and time is running out. In FUTURENATURE, I will approach the assisted migration of plant species from an innovative functional perspective, shifting the focus from minimising the impact of translocated species to maximising their contribution to the functioning of novel communities. I will advance our understanding of how assisted migration can safeguard functioning ecosystems by combining the wealth of large observational databases, state-of-the-art joint species distribution models and a cutting-edge climate change experiment. Specifically, I will (1) study the contribution of non-invasive alien species to ecosystem functioning; (2) incorporate species interactions and traits into species distribution modelling to simulate novel grassland communities; and (3) experimentally test the functionality of the best performing communities under future climate scenarios. With the knowledge gained, we will be able to shape ecosystems that will not only survive, but thrive under climate change. FUTURENATURE will provide a “greenprint” to study assiste
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 'Functional UltraSound Integrated with Optical imaging in Neonates' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Premature birth disrupts the crucial perinatal period, significantly increasing the risk of lifelong neurodevelopmental disabilities (NDDs) such as cerebral palsy, attention deficit, and autism. Current brain imaging techniques, like cranial ultrasound and MRI fail to characterize subtle brain injuries and to predict long-term neurodevelopmental outcomes. Therefore, NDDs are often diagnosed years after birth, missing the crucial window for early intervention. Functional connectivity (FC), which quantifies how brain regions connect, holds promise as an early biomarker for neurodevelopmental outcomes as abnormal FC patterns are likely to precede later behavioural alterations. However, existing imaging methods, such as EEG and fMRI, are either limited in resolution or impractical for routine neonatal use.The FUSION project aims to address this gap by developing a novel neuroimaging device that monitors FC in the neonatal brain. FUSION proposes a ground-breaking solution by integrating High-Density Diffuse Optical Tomography (HD-DOT) and functional ultrasound (fUS) imaging into a single, high-resolution, bedside device. Both technologies have been used for proof-of-concept studies for neonatal imaging in the last few years, but have their own limitations: HD-DOT can only evaluate FC in cortical areas, missing deep structures, whereas fUS has a restricted access to cortical areas but can image deep structures.The project aims first to create and validate this dual-modality headset for use in neonates, then to define the interaction between HD-DOT and fUS signals and finally to assess whole-brain FC during different sleep states in both healthy term and preterm infants to demonstrate its capacity to give new biomarkers of brain maturation and sleep integrity, known to influen