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: Explain how 'An integrate approach to designing high intensity discharge lighting systems' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

We propose to develop an energy efficient, optimised outdoor discharge lighting system for urban lighting. A set of interacting engineering design tools will be generated to facilitate total system design, to include lamp, ballast, remote control fixture. A novel dimming ballast with a digital control will be designed. A prototype lighting scheme will be installed in a city.Specific objectives of this project are:60% reduction in energy consumption (operating costs)30% reduction in maintenance costsSubstantial increase in luminous efficacy (+30%) and CRI (+40%); An advanced, centralised real-time control and monitoring network will be implemented in order to allow condition based maintenance for better reliability and higher availability of the lighting system. This telecommunication based system will be open for other added value city services, such as road accident detection and traffic monitoring. Initiate definition of IEC standard on electronic control gears for HID lamps.
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 'Effect of environmental change on the biodiversity and function of below-ground microbial communities' under Fourth Framework.

assistant: **Concept**

1. Establish communication and collaboration between active research groups, by holding four co-ordination meetings involving all partners each year. 2. Define biodiversity, as relevant to below-ground communities. 3. Determine the parameters that it is important to measure to be able to quantify the effect of environmental change on the biodiversity and function of below-ground microbial communities. 4. Identify at least three field sites which can be used to experimentally test objectives (2) and (3). 5. Generate a mutually compatible set of data, by the simultaneous analysis of environmental samples from the field sites identified in objective (4). 6. Develop a theoretical framework for interpreting the complex data set. 7. Prepare progress reports after each co-ordination meeting, an annual report after the first year, and a final report on completion of the project.This project aims to understand the relationship between the biodiversity of soil microbial communities (below-ground biodiversity) and key biogeochemical processes. Soil microorganisms are responsible for ecosystem processes such as: the dynamics of soil organic matter; litter decomposition; element cycling; soil structural genesis; the breakdown and transport of pollutants; and the production of greenhouse gases. The study of below-ground biodiversity is still in its infancy. It is most advanced for fauna (mites, collembola and nematodes), which can be readily extracted, and identified to trophic groups. Little is known of the biodiversity of soil protozoa, let alone how it reacts to environmental change, while studies of soil fungi and bacteria are constrained by the fact that about 1% of the total population is culturable. Recent methodological advances have enabled the study of whole soil microbial
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 Fourth Framework proposal on 'Cell differentiation in prokaryotes - analysis of the action of autoinducers in rhizobium bacteroid differentiation'.

assistant: **Concept**

Rhizobium leguminosarum biovar phaseoli forms nitrogen-fixing nodules on the roots of the common bean plant. This project aims at the identification and characterization of an autoinducer-triggered environmental sensing system that allows the bacteria to monitor their own population density. Given the fact that rhizobia are densely packed within the nodule, this system may reveal to be essential in bacterium to bacteroid differentiation, a process that is poorly understood. The responsible genes of R. Ieguminosarum will be identified by their putative homology with the well-characterized genes of Vibrio fischeri and by phenotypic selection. The isolated genes will be cloned. The expression of these genes in R. leguminosarum will be monitored under free-living and symbiotic conditions. Mutants concerning the autoinducer- relevant genes will be constructed in phenotypically characterized in dependence of the environmental conditions (free-living / symbiotic). Finally autoinducer-dependent genes will be identified.
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 'Self-Organization of the Bacterial Cell' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

One of the most remarkable features of biological systems is their ability to self-organize in space and time. Even a relatively simple cell like the bacterium Escherichia coli has a precisely regulated cellular anatomy, which emerges from dynamic interactions between proteins and the cell membrane. Self-organization allows the cell to perform extremely challenging tasks. For example, for cell division, more than ten different proteins assemble into a complex, yet highly dynamic machine, which controls the invagination of the cell while constantly remodeling itself. Although the individual components involved have been largely identified, how they act together to accomplish this challenge is not understood. It has become clear that sophisticated biochemical networks give rise to intracellular organization, but we have yet to uncover the underlying mechanistic principles.In this research proposal, I aim to develop a detailed mechanistic understanding of the self-organizing, emergent properties of the cell. To this end, my research group will develop novel in vitro reconstitution experiments combined with high-resolution fluorescence microscopy and theoretical modeling. Following this “bottom-up” approach, we will quantitatively analyze collective protein dynamics and emergent mechanochemical properties of the bacterial cell division machinery. I aim to answer the following fundamental questions:1) What is the biochemical network giving rise to the dynamic assembly of the divisome?2) How do the components of the divisome interact to generate force? 3) How do peptidoglycan synthases build the cell wall? By comparing protein dynamics in vitro with those measured in vivo, we will provide a link between molecular properties and the processes found in the living cell. This pro
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 'Sustainable Innovations and Treatment in Industrial Waste Water Clusters' (STINNO).

assistant: **Concept**

The STInno project introduces 3 research driven clusters and 12 partners from 5 European countries. The regions of Päijät-Häme, Kalmar and Western Greece have a common objective to strengthen RTD resources in industrial wastewater treatment and become world leaders in sustainable, cost and energy efficient methods. The regions have clear focus on clean technologies and complement each other as they are in different stage in their cluster development, RTD policies, disciplines and sustainability. Together with expertise of the RTD partners (Helsinki Univ. of Technology, Lappeenranta Univ. of Technology, Univ. of Kalmar, Foundation for Research and Technology Hellas, International Association of Mediterranean Agro-Industrial Waste, Lancaster Environment Centre), enormous amount of knowledge on wastewater treatment, methods and techniques involved is generated. Finland, Sweden and Greece rely not on huge quantities of RTD activities and companies, but as small economies, on developing niche sectors of RTD. For niche economies value-added networks are the solutions. This mindset can also be seen in STInno. Concerning the participating regions, only Western Greece has actively taken advantage of direct EC funding. The whole industrial wastewater treatment sector is evaluated, thus more specific development activities will be carried out in olive mill wastewater sector. The reason for this particular focus are the enormous environmental problems the untreated olive mill wastewaters are causing. The overall objective of STInno project is to strengthen the internationally acting regional clusters via strengthening their regional innovation systems; to create value-added networks; and develop platforms for technology solution developers. The consortium has a strong triple-helix
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 the 'Objectives and Scope' section of a Fifth Framework proposal for the project 'Safety and operational monitoring of nuclear waste repositories with fiber optic sensing systems'.

assistant: **Objectives**

To guarantee operational safety during the operational phase of a final repository, monitoring systems are indispensable. At the same time, long-term safety analysis performed prior to the construction and operation, can be verified by the measurements obtained during the operational phase.With respect to the specific aspects of monitoring nuclear waste repositories, optical fibre sensors offer unique advantages: small size, remote distributed measurements along a single optical fibre and for some types the potential of renewable sensors if emplaced in small tubes.The renewable aspect inherently covers some of the long-term aspects. Within the scope of this project, three types of sensors will be developed and/or qualified: renewable distributed temperature sensing, renewable distributed dosimetry and hydrogen sensing.
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 'Energy Carrier Transport in Nanocrystal Optoelectronics Under Relevant In Situ Conditions' under Horizon Europe.

assistant: **Concept**

The aim of this project is to spectroscopically study nanoscale electronic transport, thermal transport, and relaxation dynamics in nanocrystal-based optoelectronics. The major advance will be to do so under real device operating conditions in situ and with high spatiotemporal resolution—the first studies of their kind.Energy-carrier dynamics are fundamental to basic energy science, yet important questions about microscopic charge and thermal transport under operando device conditions remain underexplored. Key advances in the historically separate fields of transient microscopy, thermoreflectance, and nanocrystal optoelectronic device fabrication present an opportune moment to directly probe such dynamics in unprecedented ways. In the next generation of optoelectronics research, these fields must be merged to image local charge-carrier dynamics and thermal transport in the context of realistic conditions. I will use transient optical microscopy to spatiotemporally resolve carrier transport in nanomaterials in contact with electrodes, under applied bias and illumination, and account for morphological features. I will seek a deeper mechanistic understanding through modeling, provide feedback on efficiency-limiting steps, and develop new approaches to control energy flow via physicochemical parameters. Looking beyond pristine materials, I will focus on colloidal nanocrystal-based optoelectronics such as photoconductors, solar cells and LEDs, serving as model next-generation systems. These studies will reveal microscopic structure–property relationships that connect nanoscale carrier dynamics to macro-scale device functionality. The operando method established here will be broadly applicable to a wide range of advanced materials and device configurations.I am uniquely posit
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 'HYDRIDE: Hydrogenase Driven H2 production through Design and Evolution', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Climate change is shaping up to be the greatest existential threat that humanity has ever faced. To combat climate change and the corresponding energy crisis, greenhouse gas emissions must be substantially reduced by 2030 while developing non-fossil future fuel alternatives, such as hydrogen. Hydrogen is highly versatile as it can be used in both fuel cells and electricity production. However, currently >95% of the global hydrogen production is fossil fuel-based and not sustainable. Biotechnological hydrogen production is realized through microorganisms harbouring hydrogenases and represents a promising alternative to expand the proportion of sustainable hydrogen within the global budget. However, the utilization of these enzymes is limited by various mechanisms, including inhibition by oxygen, making biohydrogen in its current state not economically sustainable.HYDRIDE is an interdisciplinary study aiming to overcome the oxygen sensitivity of [FeFe]- hydrogenases by designing and evolving high-performance hydrogenase enzymes. This will be achieved by 2 major steps: 1) Using sequence data, ancestral enzymatic scaffolds (AEC) of [FeFe]-hydrogenases will be designed and characterized towards their ability to produce hydrogen, their oxygen sensitivity and active site characteristics. AECs have been shown to provide good starting points for laboratory evolution. Thus, these ACEs will be 2) evolved to overcome low hydrogen production under oxygen exposure using a high-throughput selection system. Consequently, HYDRIDE will tackle one of the major bottlenecks for the utilization of [FeFe]-hydrogenases, paving the way for sustainable and economical biotechnological hydrogen production. While addressing two societal UN sustainability goals, the knowledge gained from this study
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 'Self piercing riveting and hybrid joining techniques', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Sheet joining using self -piercing riveting is of increasing interest to manufacturers in the automotive, domestic products and light fabrication industry sectors. Self-piercing riveting can join a wide range of materials; uncoated, coated, pre-painted, similar and dissimilar metal combinations, without adding heat. The process can be combined with stnuctural adhesives to result in hybrid joining systems which can offer novel design solutions. Hybrid joining is particularly relevant in the joining of lightweight materials and in obtaining superior joint performance in terms of increased strength in peel, leak tightness, etc. Self-piercing riveting is also a quiet process that does not produce fume and draws less power than conventional arc or resistance welding processes. Despite the established and potential advantages of self-piercing riveting, however, a number of barriers to widespread exploitation of the technology currently exist. These include; low awareness of the technology, limited availability of performance data, design and application information, and a need to develop equipment and quality procedures for high volume production. This aim of this programme is to promote and increase the use of self-piercing riveting and hybrid joining technology in European manufacturing industries, particularly where higher volumes are produced. In order to achieve this goal, technical and capability data will be determined and disseminated, specific equipment improvements will be developed, and quality and operating procedures will be defined. It is estimated that participating SME equipment user companies will reduce their joining-related processing costs by approximately twenty percent by switching to selfpiercing riveting. The economic benefits for SME equipment manufac
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 'Managing crOp water Saving with Enterprise Services' in the context of a Horizon 2020 call.

assistant: **Objectives**

The main objective of MOSES is to put in place and demonstrate at the real scale of application an information platform devoted to water procurement and management agencies (e.g. reclamation consortia, irrigation districts, etc.) to facilitate planning of irrigation water resources, with the aim of:• saving  water;• improving services to farmers;• reducing monetary and energy costs.To achieve these goals, the MOSES project combines in an innovative and integrated platform a wide range of data and technological resources: EO data, probabilistic seasonal forecasting and numerical weather prediction, crop water requirement and irrigation modelling and online GIS Decision Support System. Spatial scales of services range from river basin to sub-district; users access the system depending on their expertise and needs. Main system components are:1. early-season irrigated crop mapping2. seasonal weather forecasting and downscaling3. in-season monitoring of evapotranspiration and water availability4. seasonal and medium/short term irrigation forecastingFour Demonstration Areas will be set up in Italy, Spain, Romania and Morocco, plus an Indian organization acting as observer. Different water procurement and distribution scenarios will be considered, collecting data and user needs, interfacing with existing local services and contributing to service definition. Demonstrative and training sessions are foreseen for service exploitation in the Demonstration Areas.The proposed system is targeting EIP on Water “thematic priorities” related to increasing agriculture water use efficiency, water resource monitoring and flood and drought risk management; it will be compliant to INSPIRE. This SME-led project address to the irrigated agriculture users an integrated and innovative water mana
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 'Understanding and addressing LATE-effects of treatment of AYA cancer survivors with AI-based digital phenotyping and non-invasive holistic approach' (LATE-AYA), addressing dissemination and exploitation.

assistant: **Impact**

AYAs face a distinct set of challenges, including increased risks of secondary cancers, cardiovascular diseases, infertility, and mental health issues like anxiety and depression. Oncology programs delivering care to AYAs provide survivors with individualised survivorship care plans at the end of treatment, to accompany follow-up with their primary care providers. However, adherence to these plans is often scarce, due to differences in AYA survivors' age, sex, cancer treatment received, and socioeconomical conditions. Knowledge and understanding of such factors and of related late effects and impacts on quality of life is fundamental to providing effective survivorship care. The ubiquitous use of mobile devices by AYAs offers an opportunity to increase knowledge and understanding of AYAs cancer survivors’ health status and behaviours, allowing the modelling of late effects and quality of life trajectories in the different age subgroups. Digital health interventions overcome many barriers to AYA participation in survivorship programs. LATE-AYA seeks to fill this gap by empowering AYAs to better manage their health and well-being post-cancer, by developing an AI-driven digital phenotyping platform for managing late effects (LE) of cancer treatment. The project will implement a holistic, non-invasive approach through digital tools such as smartphones and wearables to monitor physical, psychological, and social well-being. The project will focus on preventive health behaviours, psychological support, and social reintegration, providing personalized care through digital interventions. LATE-AYA will contribute to long-term quality of life improvements, facilitate early detection of LE, and provide data-driven insights on the impact of lifestyle choices on health outcomes.This