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: Write the concept and methodology overview for 'HUman-WIldlife coexistence through a NUTRitional Ecology lens' under Horizon Europe.

assistant: **Concept**

Nutrients are interconnecting threads in the web of life and are vital currencies to most ecological interactions.  Despite this, our knowledge of how they shape these interactions remains limited. For over two decades, researchers have documented the rise of agricultural practices in detriment to wildlife habitats in African savannas. These led to an unprecedented increase in the number of interactions between wildlife and local communities, with technical solutions providing limited success and nature-based options still to be adequately tested. A likely explanation is related to the complexity of the socioecological and nutritional dynamics involved. Therefore, exploring HUman-WIldlife coexistence through a NUTRitional Ecology lens (HUWINUTRE) is vital to understand whether wild mammals use human-dominated areas as nutritional subsidiaries to reach their requirements. HUWINUTRE will bring a systems approach to: 1) establish the natural and anthropogenic nutritional landscapes available to wildlife, 2) develop cutting-edge techniques for disentangling the contribution of human-derived foods to the nutritional niches of species with different degree of anthropogenic dependence, 3) explore potential reconciliation actions to improve the coexistence between heterogeneous human communities and diverse wildlife species. The training and knowledge transfer provided by the host institution to the candidate during this fellowship, will create an ideal intellectual environment for this pioneering research. The novelty of this project is the integration of behaviour, nutrition, ecology, and evolution that is pivotal to capture the essential nutritional dynamics that are critical for wildlife conservation and management at both fundamental and applied levels. The project address
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 'Artificial intelligence for the Simulation of Severe AccidentS' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The ASSAS project aims at developing a proof-of-concept SA (severe accident) simulator based on ASTEC (Accident Source Term Evaluation Code).The prototype basic-principle simulator will model a simplified generic Western-type pressurized light water reactor (PWR). It will have a graphical user interface to control the simulation and visualize the results. It will run in real-time and even much faster for some phases of the accident. The prototype will be able to show the main phenomena occurring during a SA, including in-vessel and ex-vessel phases. It is meant to train students, nuclear energy professionals and non-specialists.In addition to its direct use, the prototype will demonstrate the feasibility of developing different types of fast-running SA simulators, while keeping the accuracy of the underlying physical models. Thus, different computational solutions will be explored in parallel. Code optimisation and parallelisation will be implemented. Beside these reliable techniques, different machine-learning methods will be tested to develop fast surrogate models. This alternate path is riskier, but it could drastically enhance the performances of the code. A comprehensive review of ASTEC's structure and available algorithms will be performed to define the most relevant modelling strategies, which may include the replacement of specific calculations steps, entire modules of ASTEC or more global surrogate models. Solutions will be explored to extend the models developed for the PWR simulator to other reactor types and SA codes. The training data-base of SA sequences used for machine-learning will be made openly available.Developing an enhanced version of ASTEC and interfacing it with a commercial simulation environment will make it possible for the industry to develop
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 'European COastal-shelf sea OPerational observing and forecasting system', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The overall goal of ECOOP is to: Consolidate, integrate and further develop existing European coastal and regional seas operational observing and forecasting systems into an integrated pan-European system targeted at detecting environmental and climate changes, predicting their evolution, producing timely and quality assured forecasts, providing marine information services (including data, information products, knowledge and scientific advices) and facilitate decision support needs.This is to be attained through the following activities:- Integrate existing coastal and regional sea observing (remote sensing, in-situ) networks into a pan-European observing system- Integrate existing coastal and regional sea forecasting systems into a pan-European fore casting system and assimilate pan-European observation database into the system- Assess the quality of pan-European observing and forecasting system- Advance key technologies for the current and next generation pan-European observing and forecasting system- Develop and generate value-added products for detecting environment and climate change signals- Integrate and implement a pan-European Marine Information System of Systems (EuroMISS) for general end user needs- Develop methodology and demonstrate an European Decision Support System for coastal and regional seas (EuroDeSS) that responds to the needs from targeted end users, as emphasized in the GEOSS and GMES initiatives- Carry out technology transfer both in Europe and at intercontinental level, establish education and training capacities to meet the need for ocean forecasters
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 novelty, innovation potential and advance beyond the state of the art for 'Empowering rural communities to act for change' (RURACTIVE).

assistant: **Innovation**

RURACTIVE aims to foster a just and sustainable transition of rural areas by developing smart, community-led, tailor-made, place-based and inclusive solutions within local Multi-Actor Rural Innovation Ecosystems (RIEs) in 12 pilot area (Dynamos - Ds) in 7 EU, 2 Associated Countries and Switzerland.  RURACTIVE will unlock the innovation potential of rural communities by addressing six integrated Rural Development Drivers (RDDs) – namely multimodal mobility, energy transition, agri-food and agroecology, culture and cultural innovation, health and wellbeing, nature-based and cultural tourism – and transversally integrating climate change mitigation and adaption, biodiversity and social justice and inclusion.RURACTIVE will empower rural communities to act for societal change, by making available existing knowledge around smart solutions that integrate various forms of innovation (digital and technological, technical, organizational and social, business models and financial) and enhancing rural communities' capacities and skills, by providing training, capacity building, and knowledge transfer. Implementing a methodology for RIEs establishment in 12 Ds, RURACTIVE will work towards inclusive decision-making processes for all, including vulnerable groups and people at risk of exclusion, providing RIEs with instruments and capacities to collaboratively co-develop, co-implement and co-monitor smart and community-led solutions. Also, by offering an open set of data-driven tools (Decision Support Tool, Adaptive Monitoring tool), a digital infrastructure (RURACTIVE Digital Hub), and defining a programme for external Innovators, RURACTIVE will provide a fertile ground for change in rural areas. Results will be out-scaled through knowledge exchanges and networking at EU level (open c
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 'Mitigating Methane Emissions: Quantifying the Impact of EU Methane Regulation on Liquefied Natural Gas and its Pricing' under Horizon Europe.

assistant: **Concept**

Methane is a potent greenhouse gas with a global warming potential 80 times greater than carbon dioxide over a 20-year period, making its reduction critical for achieving global climate goals. Despite over 150 countries signing the Global Methane Pledge to reduce methane emissions by 30% by 2030, levels have continued to rise, particularly from the energy sector. In response, the European Union (EU), the world’s largest importer of liquefied natural gas (LNG), implemented the EU Methane Regulation (EU-MER) in 2024 to reduce methane emissions from the energy sector, including imported LNG. However, the effectiveness of these newly enacted regulations, especially when compared to regions with less stringent policies, such as China, remains underexplored. In this context, this project represents a timely interdisciplinary approach that will: 1) conduct a comparative analysis of methane emissions at LNG terminals in Europe and China using field measurements, satellite surveys and advanced data analysis; 2) assess methane emissions from LNG carriers, focusing on factors such as ship age, size and engine type; and 3) evaluate the economic impact of the EU-MER on LNG pricing and market dynamics, while proposing feasible strategies to reduce methane emissions in the LNG sector. Through advanced training, provided by the host, I will deepen my expertise in methane quantification, environmental standards and economic analysis, while developing transferable skills in mentoring, leadership, networking, grant writing and impact development. These skills will be crucial for my growth as an independent and collaborative researcher. By integrating environmental science, engineering and economics, this project will inform policy adjustments, guide industry practices and reinforce the EU
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 'Youth unemployment and social exclusion' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

YUSEDER- Short Summary The six-country-project aims at empirical research on the causes and key mechanisms of social exclusion, among them especially unemployment. The most important group among the unemployed in Europe and the group, which the project concentrates on, are young people. The project focusses on this group but does not restrict its research on it. The empirical research work in the six countries is, on the one hand, dedicated to different national problems of youth unemployment and on the other hand follows different scientific orientations and methodologies, namely sociological, psychological, psychiatric, and cultural. There will be research on the vulnerability of specific groups of young people and on the processes and stages of social exclusion often associated with unemployment. The project follows the concept of victimization on three levels and aims to identify critical steps in order to formulate options to counteract this social process. The status of being socially excluded or being subjected to a process of exclusion is as well - in a psychological perspective - a question of perception of the victims themselves. One partner from a public health institution therefore formulates as a critical interaction feelings of shame associated with financial difficulties. Another partner from a university hospital does research on attempted suicide in hopeless existential situations, the most radical form of selfexclusion from society. The Italian partner focusses on the weak bands of youth with the labour market being held responsible for social exclusion, whereas the Spanish contribution picks out as a central theme the cushioning effect of the informal economy which is for many young the only entrance to the labour market. One approach tries to identif
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 'A humanistic Urban Communal Educational Net', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

EDCOMNET is a virtual learning community platform for adult citizens. It will act as a portal stimulating the active learning of social skills bij the citizen. It will empower the individual citizen to be self-reliant part of society fostering creativity and autonomous opinion forming as well as decision-making. The EDCOMNET system will be a network based information system. Local servers communicate through the internet but will operate in the local language and will be embedded in the regional cultural context. A novel multi-agent infra-structure will be developed. EDCOMNET will focus on 3 aspects of LLL: vocational training, family life and functioning of the individual citizen in the communal society. The contribution to the Community's social objectives will be on 2 levels: dissemination of humanistic, democratic values in Europe and assisting the integration of the European citizen into society.OBJECTIVESThe ultimate objective of the project is to design, develop and implement a virtual platform for communal learning and communication in a community based on guidelines stemming from the integration of two categories of theories: Autonomy Oriented Education and the methodology of Autonomy Oriented tutoring stemming from it and theories about self organising social groups.There are a few second level instrumental aims stemming from the previous one:1. Generation of insight into the new forms of organisation in which the citizen is more autonomous and creative, as well as taking part in social activities;2. Indentify and test the next generation education and training models for LLL;3. Develop a knowledge management system which relies on virtual ways of knowledge acquisition;4. Build a virtual platform using insights from humanistic empowerment theory. Autonomy orti
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 novelty, innovation potential and advance beyond the state of the art for 'High Performance Energy Harvesters' (HiPER).

assistant: **Innovation**

Micro-electro-mechanical-systems (MEMS) impact everyone every day. Mobile phones, laptops, hearing aids, watches, automotive and medical devices are only few examples of portable goods that include MEMS. Such products mostly rely on batteries as their source of power, and the need for battery replacement/recharging, and environmental concerns, are increasingly an issue. Harvesting energy from every day motion, otherwise left unused, is a recent approach to supply energy for portable goods, ranking as one of the current top 10 technologies according to EE Times. Nevertheless, the energy efficiency of energy harvesters has not been sufficient thus far, particularly if the harvesters are not operating in their natural frequency. In addition, energy harvesting is a cross-disciplinary field with both structural and electrical challenges creating additional difficulties in solving the energy efficiency problem. This research proposal aims at tackling both mechanical and electrical challenges at the same time. The stiffness of the MEMS energy harvester will be removed, or tuned to a pre-defined nonlinear behaviour using static balancing theory. This is an entirely new approach the present applicant has been working with for the last four years at Delft University of Technology. The electronic tuning will be achieved via the transducer, a method for which the  host group at Imperial College London is famous. The present proposal shall develop an efficient energy harvester to harvest from low and wide range frequency of human body motion. Being a straightforward method, this approach is not only essential for MEMS medical devices, but will also serve as a framework to guide other industrial applications.
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 'Networking of long-term integrated monitoring in terrestrial systems' (NOLIMITS) targeting Fourth Framework.

assistant: **Abstract**

RTD actions implementing ENRICH are part of accompanying measures of the Environment and Climate Programme, the Marine Science and Technology Programme and the International Cooperation Programme. CORDIS generally does not held information on accompanying measures of RTD programmes. Therefore for further details please contact: Ib Troen, European Commission, DGXII.D.I at ib.troen@ec.europa.eu.
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 Seventh Framework proposal on 'OPARUS (Open Architecture for UAV-based Surveillance System) (topic : SEC-2009.3.4.1 Continuity, coverage, performances, secure datalink)'.

assistant: **Concept**

The goal of this project is to elaborate an open architecture for the operation of unmanned air-to-ground wide area land and sea border surveillance platforms in Europe. This architecture is based on analysis of concepts and scenarios for UAV-based aerial surveillance of European borders. It takes into account the emerging legislation for insertion of UAS into controlled civil airspace. The technical aspects cover surveillance sensors, appropriate aerial platforms, secure datalinks, communication networks and generic ground control station. The project particularly focuses on cost-efficient solutions enabling maximum efficiency of the UAS operations for European border surveillance.
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 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Computational framework to assess brain maturation in small vulnerable newborns, from womb to cot'.

assistant: **Innovation**

Over 25% of infants worldwide are born too soon and/or too small due to adverse exposures during pregnancy, such as maternal malnutrition and infections. Such exposures can also disrupt the maturation of the fetal brain, which is rapidly developing during pregnancy and the first year of life. Hence, these small vulnerable newborns (SVNs), if they survive, are at high risk of poor neurodevelopmental outcomes in later life.Monitoring anatomical growth is key to optimising and determining SVN care pathways, especially in the first days after birth. Ultrasound (US) enables non-invasive imaging of fetal and neonatal brain anatomy, but growth assessments are based on coarse metrics (e.g., head circumference), with pre- and post-birth measurements rarely integrated. WOMB2COT will tackle these hurdles with a technically ambitious programme that combines US imaging with deep learning (DL) and computational neuroanatomy. We will develop advanced DL-based US image analysis techniques, including neural radiance fields, image registration, and domain adaptation, to quantify brain development in the most vulnerable preterm infants compared to their expected in utero growth trajectory. This approach will utilise longitudinal cUS scans collected in neonatal intensive care units (NICUs), offering a more detailed, objective evaluation of neonatal brain growth and bridging the care gap as these infants transition from intra- to extra-uterine life. We aim to reduce US imaging artefacts (e.g., acoustic shadows) and enhance structural specificity to sub-millimetre resolution to extract brain morphometrics (BMs), surpassing coarse and qualitative assessments. Building on our population atlas of healthy brain maturation (Nature 2023) and advanced computational tools, we will compare SVN growth