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 'Development of biomaterials through mimesis of plant defensive interfaces to fight wound infections', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Fighting microbial infection of wounds, especially in immunocompromised patients, is a major challenge in the 21st century. The skin barrier is the primary defence against microbial (opportunistic) pathogens. When this barrier is breached even non-pathogenic fungi may cause devastating infections, most of which provoked by crossover fungi able to infect both plant and humans. Hence, diabetic patients (ca. 6.4% of the world population), who are prone to develop chronic non-healing wounds, constitute a major risk group. My research is driven by the vision of mimicking the functionality of plant polyesters to develop wound dressing biomaterials that combine antimicrobial and skin regeneration properties.Land plants have evolved through more than 400 million years, developing defence polyester barriers that limit pathogen adhesion and invasion. Biopolyesters are ubiquitous in plants and are the third most abundant plant polymer. The unique chemical composition of the plant polyester and its macromolecular assembly determines its physiological roles. This lipid-based polymer shows important similarities to the epidermal skin layer; hence it is an excellent candidate for a wound-dressing material. While evidences of their skin regeneration properties exist in cosmetics formulations and in traditional medicine, extracting polyesters from plants results in the loss of both native structure and inherent barrier properties hampering progress in this area.We have developed a biocompatible extraction method that preserves the plant polyester film forming abilities and their inherent biological properties. The ex-situ reconstituted polyester films display the native barrier properties, including potentially broad antimicrobial and anti-biofouling effect. This, combined with our esta
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 'Expected Impact' section for the project 'Measuring and monitoring staff performance in reforming health systems' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The management of human resources is an essential component of an effective health system and can be the most important factor influencing success or failure of health sector reform. Traditionally much emphasis has been attached to the areas of work force planning, management training and design of supervision systems as a means to improve overall health systems performance. While competency in these areas is necessary it is not sufficient to meet the challenge of reprofiling human resources in the context of broad-based developments and reforms, such as demographic change, decentralisation, new partnerships with the private sector and changes in the financing of health services.General and specific objectivesThe general objective of this research is to identify, document and adapt systems to measure, monitor and enhance the performance of health staff working in the public sector of developing countries which are undergoing health care reforms. The sources for the performance enhancement systems to be developed will be models and experiences being currently used in developing and European health systems, as well as any innovative approaches that can be identified from a sample of private sector health and service organisations.Specific objectives of the research are:I. To identify methods used to monitor and enhance performance in a sample of health systems from developing countries and European countries;II. To compare methods being used within public and private (for profit and not for profit) sector health and service-oriented organisations in developing and European countries:III. To categorise and disseminate the variety of methods identified and put this knowledge at the disposal of policy makers and practitioners with responsibilities for human resource manageme
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 the overall concept, methodology and approach for the project 'RapidAI4EO - Advancing the State-of-the-Art for Rapid and Continuous Land Monitoring' (RapidAI4EO).

assistant: **Concept**

New catalogues of nearly daily temporal data will soon dominate the global archives. However, there has been little exploration of Deep Learning (DL) techniques to leverage the spatiotemporal dimension at scale. Training data remains rare relative to the spatiotemporal sampling which is necessary to adequately capture natural and man-made phenomenology latent in these large volumes of high cadence data. The project will establish the foundations for the next generation of rapid cadence land monitoring applications by:1. Creating the most complete and dense spatiotemporal training set, combining Sentinel-2 with high cadence, very high resolution, harmonized multispectral Planet imagery at 500,000 patch locations over Europe, and open sourcing these datasets for the benefit of the entire remote sensing community.2. Developing and benchmarking alternative ways of detecting and classifying change from very high cadence observations by training state-of-the-earth multiscale supervised and unsupervised DL classifiers on these unique data sources.3. Delivering high cadence high resolution change detection heatmaps for the entire European continent.4.  Demonstrating a highly effective end-to-end process to monitor and update the CORINE land cover product, with emphasis on improved understanding of land use, speeding up update cycles and reducing maintenance costs.Our framework constitutes a game changer in the ability to derive time-critical and location-specific insights into dynamic land surface processes. Our ambition is to enable new and better ways of measuring and understanding the human footprint on our planet, which is a key challenge of the UN Sustainable Development Goals. This project brings together industry leaders with a strong, demonstrated record of disruptive i
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 'Language evolution and change in a small-scale multilingual desert community' in the context of a Horizon Europe call.

assistant: **Objectives**

When languages come into contact, they can undergo periods of rapid and profound change.  However, our scientific understanding of how this unfolds is heavily skewed towards a non-representative modern context: global languages (like English) rapidly supplanting or restructuring minority languages. For much of human history however, language change was likely characterized by frequent language contact between generally related languages spoken in small-scale, multilingual communities. It remains unclear whether language change in these largely undocumented contexts mirrors or differs from the better documented, but less representative, cases involving global languages. Critically, our opportunities to document how languages change in such contexts are disappearing due to the damaging effects of colonization and globalization upon the relevant communities. DesertFlux responds to this urgency by capitalizing on the recent uncovering of audio records spanning 40 years of language change among varieties of the Kukatja language, spoken in a multilingual contact situation in the Western Desert region of Australia. In collaboration with the Kukatja community, DesertFlux will examine the evolution of the Kukatja language in this critical sociolinguistic context by targeting a core domain of language structure—argument-encoding bound pronouns—a domain in which we would expect to see a pattern of simplification but one in which preliminary study has revealed variation and even complexification. DesertFlux will innovatively apply sociovariationist techniques, hitherto used on varieties of major languages, to reveal who was changing their speech and when. The results of DesertFlux will not only fill a gap in our understanding of how language change unfolds in a context more represe
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 'Initialization of global decadal climate forecast: a new challenge for multi-scale data assimilation' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Decadal prediction has emerged nowadays as a main concern in the climate sciencecommunity. Improving the forecast on the time scales of 10-30 years is expected tocarry tremendous value for the society, supporting plans for infrastructure upgrades,financial decisions or energy policies.Decadal predictions are in between the seasonal forecast (6-12 months) and theclimate prediction (on the scale of a century) and share a number of physical anddynamical features of both. The decadal time range is at the confluence of forecasting, such as that performed in seasonal prediction, having a marked predictable signal in the initial state and the long term climate prediction driven mainly from external forcing and fully independent from the initial state. Refined observing networks for the ocean component are now available (see e.g. the ARGO project at www-argo.ucsd.edu, or SMOS mission of ESA) and contribute also to promising future improvements in forecast quality. Data assimilation is the field of geosciences that study the problem of state estimation of evolving, possibly chaotic, dynamical system on the base of incomplete, inhomogeneous and noisy observations. Data assimilation is regarded nowadays with strong interest from the climate science community, because of the potential to improve decadal prediction by introducing adequate initialization process for the whole climate system, making the best use of the current observations.  Several fundamental unresolved questions need to be addressed to adapt existing data assimilation algorithms as well as to develop new strategies for the Earth system models used in decadal prediction. Testing different data assimilation approaches and contributing to the current open debate on how to improve initialized decadal prediction are the
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 'Vision and Action Plans for European Freight Transport until 2050'.

assistant: **Concept**

In the next years and decades the European Union need to act on the following global challenges: How to ensure and increase economic growth whilst also reduce environmental emissions (mainly Co2) and dependence on fossil energy, when freight transport demand (in terms of transport performance) is expected to increase by around 50% between 2000 and 2020 in the EU-25 (Project ASSESS Final Report, 2005). In addition the transport sector faces the challenges to reduce accidents and to avoid congestion and other negative impacts on the environment and population.   A lot of different stakeholder groups have created their proposals to achieve sustainable freight transport. Most of them address only part of the problem or focus on only one aspect of a solution. Following this advice leads to sub optimisation and less efficient solutions. A holistic approach is needed integrating all aspects of the problem (infrastructure, vehicles, fuels, interoperability etc.) and all types of criteria in the solution (research, technologies, policies and pricing). FREIGHTVISION will therefore:  - Develop a long-term vision and robust and adaptive action plans both for transport and technology policy for sustainable long-distance freight transport,   - which are supported as much as possible by the relevant stakeholders.   To develop a vision and action plans we need to perform the following tasks: analyzing transport policy, technology development, and mega trends with regard to long-distance freight transport; integrating them into “do-nothing” forecasts, developing scenarios how to reach a desirable future and defining for this the vision and action plans. To achieve stakeholders’ support for the vision and action plans a FORESIGHT process will be implemented. For this purpose the FREIGHTV
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 Sixth Framework proposal on 'Network of research centres in human sciences on the Mediterranean area'.

assistant: **Concept**

To enhance the scientific value of research concerning the mediterranean area in the European Space and extend its impact to other countries, the Network of Research Centres in Human Sciences on the Mediterranean Area " (RAMSES II) will bring together r eputed participants in Europe and in countries of the southern and eastern Mediterranean. The network is a response to fight against the fragmentation of research and aims at bringing together the whole of specialists and research teams actually spread i n the pole of excellence. RAMSES 2 has as objective to build a new research field involving in long term both Europe and its neighbours : Mediterranean Studies. The Network will help to understand why the mediterranean is a major zone of tension at world scale, and to what extent the European union mediterranean partnership policy is an appropriate way of dealing with "the cradle of civilisation". In order to achieve these goals, the Network will : 1. organise an integrated task force of thinking and exper tise, to make the most discriminating use of the various disciplines in social and human sciences. 2. improve state-of-the-art knowledge of social and human realities by detailing the different cultural traditions of the region. 3. carry out a research pr ogramme which integrates : - disciplines and methods (history, sociology, law, sciences of religion, political science..) - means : creation and application of research tools for use in common (library networks, websites, data bases, cartographies..) - res earch capacity : circulation of researchers and graduate students, pooling of knowledge, publication in several languages. 4. make new knowledge available for the use of policy makers, of emergent actors in civil society (agents of democratisation, of the emancipati
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 'Development of a Cyclization-Functionalization Strategy Based on the Reactivity of Amine-Ligated Boryl Radicals'.

assistant: **Innovation**

Functionalized amines are high-value materials with numerous applications as therapeutic agents, agrochemicals and organic materials. The development of strategies for enabling the fast and divergent synthesis of these material can have a positive impact to our ability to discover, manufacture and evolve molecules of high-relevance to our society.In this proposal we present an innovative approach for the functionalization of homoallylic amines based on their coordination borane (BH3). This will provide access to novel boryl radical species that we will exploit in cyclization-functionalization cascade. This novel reactivity mode will convert the homoallylic amine into a cyclic borylated and functionalized building block that can be further diversified across the sp3 C–B bond by oxidation or Suzuki-Miyaura cross-coupling.Overall, this strategy will constitute a divergent platform for the diversification of high-value amines and also a novel retrosynthetic tactic for the preparation of high-value and structurally complex drug analogues. This research squarely fits within the expertise of the Leonori group in the generation and use of boryl radicals in synthesis and catalysis.The completion of such an innovative and ambitious project at RWTH Aachen University will be facilitated by generating, transferring, sharing and disseminating knowledge, and will enhance the Researcher future career following the training plan envisioned.


**Keywords:** boryl radicals, radical cyclization, radical cascade, photoredox catalysis, cross-couplings
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 the overall concept, methodology and approach for the project 'TRAvelling Ceramic Technologies as markers of human mobility in the Aegean' (TRACT).

assistant: **Concept**

The main aim of TRACT is to demonstrate that the informed and interdisciplinary study of ancient pottery can shed new light on past human mobility. Based on the premise that the spread of technology involved in pottery making requires the physical movement of people, the project will adopt an inter-disciplinary methodology designed to investigate instances of technological transfer and hence mobility of potters. The methodology comprises macroscopic study of the vessel-forming methods in combination with petrographic and chemical analysis of pottery and raw material samples. An important addition is the study of modern instances of potters’ mobility in the Aegean. Altogether, this represents a novel approach, which  will be employed to a specific study focused on potters from the island of Aegina during the Late Bronze Age. TRACT will investigate the spread of a particular pottery tradition developed on the island of Aegina along the Euboean Gulf, an important corridor that facilitated movement  of goods and people. Furthermore, the chosen case study will aim to shed light on the underpinnings of such movement, its duration, scale, as well as interaction of potters with new landscapes and receiving communities. Therefore, TRACT will contribute to the current debate on mobility by presenting thoroughly researched case study of craftsmen mobility, and elaborate a coherent methodology that can be universally applied. The choice of the Fitch Laboratory of the British School at Athens as a hosting institution will not only enable a high-level training through research but also, due to the supervisor’s interest in mobility of potters’ mobility and previous research on pottery production on the island of Aegina, it constitutes a perfect match that will provide a substantial bo
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 'Rethinking Container Management Systems' in the context of a Horizon 2020 call.

assistant: **Objectives**

Container terminals serve thousands of ships, store billions of TEUs, compete to serve the next vessel, and introduction of larger ships will result in new challenges. While advances have been made in terminal automation (Automated Ground Vehicle (AGV), gate control, yard cranes, etc.), with current technologies terminals are limited by their ability to maintain growth and quality of service. To address these trends and demands the Robotic Container Management System (RCMS) has been developed. As a contribution to its implementation, Project main objectives are:A. to develop a detailed simulation model for RCMS to be evaluated in 2 Terminals (Gdansk and Koper) plus a set of generic simulation tools to be used in all terminals;B. to assess and compare RCMS performance with other state-of-the-art container handling technologies for 2 Terminals (Gdansk and Koper) with different features;C. to assess and compare RCMS performance with other state-of-the-art container handling technologies for 2 ports (Gdansk and Koper), with focus on comparison between RCMS solution and port surface extension;D. to assess impact of RCMS in a simulated transport network in terms of efficiency, reliability, capacity, performance indicators (travel times, average speed, etc.) and impacts (noise and air pollution) in the Port of La Spezia.Main results will be: a well-defined RCMS control logic; a dynamic physical AGV model to test AGV behavior; definition of operational procedures for RCMS; a generic simulation tool enabling testing of RCMS for various sites by non-simulation experts; an efficient entire terminal design with RCMS; a set of validated and quantified benefits of RCMS compared to commonly used handling systems; a set of Key Performances Indicators of the transport network using RCMS