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 the overall concept, methodology and approach for the project 'XnFinity Artificial Intelligence for Retail' (X-AIR).

assistant: **Concept**

Retail sales amounts to 41 billion euros per day all over the globe; e-commerce revenue in Europe is expected to grow from 292.2 billion U.S. dollars in 2017 to 499.5 billion U.S. dollars in 2024.To help our retail clients tackle the problems mentioned and also seize these opportunities, we are set to democratize Artificial Intelligence innovation in retail, by developing a technology capable of handling together small data bundles and produce valuable high quality customer knowledge, spending patterns, and an overall array of information potentially predictive and thus strategic. Our innovation idea, X-AIR, is to explore the feasibility of this network’s potential to be a source of knowledge, by leveraging PaperVault’s technology with AI & Machine Learning (ML) tools and expertise, and to become a vehicle for an affordable AI integration in retail stores, offering them new ways to improve the customer experience and to optimize operational efficiency and productivity.In short, X-AIR goal is to expand our current portfolio, gain market share but also to reach new markets, offering solutions not yet available. The IA will report to the CEO and lead the research into the potential of our current technology to help retailers overcome access barriers to customer knowledge.
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 'Enhancing the efficiency and competitiveness of wood -based panels in construction' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The overall objective of this proposal is to define the optimum balance between (n-3) PUFA and antioxidants in the European diet, in order to ensure maximum benefits from (n-3) PUFA for CHD and immune function, without the risk of oxidative stress. Such oxidative stresses are risk factors for increased CHD and cancer. The hypothesis is that sufficiency of antioxidant intake/status is essential for optimal benefits, and perhaps safe consumption, of increased levels of (n-3) PUFA. Thus, populations of Southern Europe consuming a Mediterranean Diet" rich in natural antioxidants, should be better placed to safely consume and benefit from (n-3) PUFA than their Northern European Equivalents. A cross-country comparison of the effects of (n-3) PUFA and antioxidant intake (both dietary and supplemental) between these two population groups will provide innovative information to underpin dietary recommendations for reduction of degenerative disease, particularly in Northern European populations."
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 'Structural joints for building frames of pultruded fibre reinforced polymers' (PFRPSTRUJOIN).

assistant: **Concept**

Project PFRPStruJoin shall conduct advanced, transformative and timely research for the preparation of scientifically founded design guidelines for mechanically fastened connections and joints in (building) frames of pultruded Fibre Reinforced Polymer (FRP) composite materials, as well as training in high-level skill acquisition.The major scientific accomplishments to be made are:1. new contributions to knowledge and understanding of FRP structural materials by using analytical methodologies based on advanced finite element analyses, that, for (safety critical) connections and joints, reliably simulate the initiation and progression of damage, at a level of refinement not yet attained.2. to link predicted joint behaviour to the response of frames for minimum weight designs.3. to prepare benchmarked and verified design information to enable clients and designers to adopt structural FRP composites more cost-effectively and appropriately in  building construction.The principal long-term socio-economic objectives are:1. to promote a sustainable and resilient built environment within the European policy to reduce CO2 emissions and support a healthier and better environment that provides well-being to the society.2. to protect the FRP industry by means of standards and codes of practice in order to enable growth in civil engineering and construction, which are mass-production markets.On completion, the programme of work shall add value to the strategy of the European committee CEN/TC250 to prepare a structural Eurocode, by way of research, for the construction material of FRPs. It will furthermore contribute to the structural and technological change in the framework of the Europe 2020 Strategy and its flagship initiatives on (i) a “Resource Efficient Europe” towards a low ca
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 'Numerical Optimal tRansport for ImAging' (NORIA).

assistant: **Concept**

Optimal Transport (OT) theory provides a powerful framework to manipulate probability distributions using simple and intuitive geometric principles. OT distances compare favorably to all other alternatives, notably Euclidean metrics or information divergences, whose outputs are particularly sensitive to changes in quantization and are not suitable to compare point clouds. Because of these and many more favorable properties, OT should be a standard tool in imaging sciences where probability distributions are routinely used. However, at this time, OT is but a confidential tool restricted to niche applications. OT is barely used because it is complex mathematically, which hinders its dissemination in more applied fields, and because it consumes substantial computational resources when used naively. NORIA will address these two bottlenecks and develop the next generation of theoretical, numerical and algorithmic advances to enable large-scale optimal transport computations in imag- ing sciences. The algorithms developed by NORIA will rely on several mathematical breakthroughs: highly parallelizable entropic regularization schemes, Bregman stochastic optimization and gradient flows for metric spaces. They will be implemented using fast optimization codes that will be interfaced through a high-level, easy to use, scripting language. These algorithms will have far reaching applications in imaging sciences and data science in a broad sense. In particular, they will be used in three flagship applications: color and material processing in computer graphics, texture analysis and synthesis in computer vision, and exploration of the visual cortex in neuroimaging. NORIA’s members are key players in the European mathematical school of optimal transport, which is very strong. NORIA is
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 'Sustainable Development of European SMEs engaged in Abalone Aquaculture' under Seventh Framework.

assistant: **Concept**

SUDEVAB brings together the main producing SMEs and leading RTD Providers from the abalone aquaculture sector in Europe, for a project that will have a significant impact for developing sustainable abalone aquaculture in Europe. Abalone species have been considered potential candidate for aquaculture for a long time, and in recent years, abalone aquaculture in other parts of the world has surged ahead.  However, in Europe production has been restricted by the lack of reasonably priced juveniles, technological problems, and legislative issues. The opportunity presented by the FP7 call “Research for the Benefit of SMEs” provides the partners in SUDEVAB with exactly the right vehicle to develop this young aquaculture sector, by harnessing some of the best shellfish aquaculture research facilities and researchers to solve the significant technological problems facing producers, increasing production and competitiveness.  The core of the research work of SUDEVAB is aimed at solving the main technical problems encountered by abalone growers in Europe in the areas of; pathology, genetics, nutrition, and sustainable culture technology. However, abalone producers also have serious issues which need to be resolved alongside the main research work including; legislation, hygiene and food safety and marketing issues.  These are blended in the research programme to maximise the results, and raise awareness of the project as a whole.  To ensure that SUDEVAB maximises its impact, and for the long term benefit of the sector, the project will finally establish a producers’ organisation that will serve as a network, dissemination point and future collaboration hub for the sector, allowing trans-national development and marketing support to continue.
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 'Innovating with nature for sustainable water management in the global south' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Water, particularly access to safe drinking water and sanitation remains a worldwide challenge. By 2040, it is estimated that 1 in 4 children will be living in regions of extremely high-water stress because of overuse, population growth, and climate change. One of the regions most affected by these issues is the Global South. An inclusive approach for managing water resources circularly is needed to address the clean water crisis. Here, the expertise from the European Union countries can support the research needs and knowledge gaps from the Global South, while simultaneously leading to an assessment of current challenges and best practises in the Global North. For that, 6 academic institutions, 1 SME and 1 water utility join efforts through NEUTRAL4GS.By implementing co-creation and co-design strategies between partners from the Global South and EU, the project aims to develop and test solutions inspired by nature for urban water management. This includes jointly working with i) different types of urban water (stormwater, greywater and wastewater), as well as with ii) a range of different treatment technologies combining nature-based solutions with supporting technological units (e.g., membranes, nanofiber biomass carriers, graphene-based nanocomposites, lightweight porous media or photocatalysis) that can be innovated for more sustainable or close to nature performance to deliver treated water and water for reuse. Holistic sustainability and economic assessments will guide the development and prioritization of technologies. Thus, NEUTRAL4GS will pioneer innovative solutions in water treatment, ensure social acceptance and adoption of technologies, and generate significant impacts in terms of societal, environmental, and public-health benefits. By garnering awareness a
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 'Geometry, Groups and Model Theory' in the context of a Seventh Framework call.

assistant: **Objectives**

Our proposed research lies at the interface of Geometry, Group Theory, Number Theory and Combinatorics. In recent years, striking results were obtained in those disciplines with the help of a surprise newcomer at the border between mathematics and logic: Model Theory. Bringing its unique point of view and its powerful formalism, Model Theory made a resounding entry into several different fields of mathematics. Here shedding new light on a classical phenomenon, there solving a long-standing open problem via a completely new method.Recent examples of concrete mathematical problems where Model Theory interacted in a fruitful manner abound: the local version of Hilbert's 5th problem by Goldbring and van den Dries, Szemeredi's theorems in combinatorics and graph theory, the André-Oort conjecture in diophantine geometry (Pila, Wilkie, Zannier), etc. In this vein, and building on Hrushovski's model-theoretic work, Green, Tao and myself recently settled a conjecture of Lindenstrauss pertaining to the structure of approximate groups.Our plan in this project is to put these methods into further use, to collaborate with model theorists, and to start looking through this prism at a small collection of familiar problems coming from combinatorics, group theory, analysis and spectral geometry of metric spaces, or from arithmetic geometry. Among them: extend our study of approximate groups to the general setting of locally compact groups, obtain uniform estimates on the spectrum of Cayley graphs of large finite groups, prove an analogue for character varieties of the Pink-Zilber conjectures in relation with rigidity theory for discrete subgroups of Lie groups, and clarify the links between uniform spectral gaps and height lower bounds in diophantine geometry with a view towards Lehmer'
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 'Net sEaward Sand Transport during major Storms' to be submitted under Seventh Framework.

assistant: **Abstract**

The aim of ``Net sEaward Sand Transport during major Storms’’ (NESTS) is to investigate the mechanisms and to estimate the amount of cross-shore sediment transport beyond the coastal zone (>~100 m depth) during major storms (wind speed > 6 m/s, wave height > 4 m). The classical hypothesis suggests that the definitive loss of sand (the visible coastal erosion) originates mainly from alongshore flux. New observations, instead, show that, in addition to the alongshore transport, there are events of sand transport also cross-shore outside the coastal zone. The net seaward sand transport represents the amount of sand that does not contribute anymore to the coastal morphodynamics. The present proposal addresses one of the main environmental concern for the European Union. Coastal erosion represents a danger constantly increasing, considering that almost half the European population lives along the coast and that the frequency of violent storms increases because of climate change. The novelty introduced by NESTS is the realization of one of the first detailed data set of observed cross-shore sediment transport measurements during storms at various locations. The observed data will be used to describe the NESTS events at the desired sites. Moreover, the collected data will be available to other European groups through the website www.gladys-littoral.org. Starting from this experience, the data collected can be used to initialize the first European coastal monitoring network which will be integrated by the data from other European groups. We plan to estimate (1) the seaward sediment flux during storms; (2) the atmospheric thresholds and the morphological conditions that lead to NESTS events; (3) the dominant forcing during NESTS (wind generated currents, wave currents, infragrav
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 'Common Framework for a European Life Cycle based Asset Management Approach for transport infrastructure networks' under Horizon 2020.

assistant: **Concept**

Achieving a well integrated, optimal performing transport infrastructure network in Europe is a key element in the White Paper on Transport’s overall ambition for a single European Transport Area in 2050. As such it complements and supports the pillars on efficient and sustainable transport means and operations. The required integration and enhancement of the European transport infrastructure networks needs a shift towards next levels of governance capabilities that can adequately address the key societal challenges. In the framework of this CSA on a life cycle based asset management approach for transport infrastructure networks, these challenges are related to: An unprecedented call for network capacity and performanceAn unprecedented call for transparent, coherent and consistent decision making on cost-performanceThe (mostly public) financing of the transport infrastructure system has met with concrete fiscal limits. Already in many countries in the EU, this has led to a backlog in maintenance and replacement. Unless decisive actions are taken on network construction, maintenance and operations, this trend will result in mounting congestion losses in the economic powerhouses on the short term and to prohibitive  obstructions in transport flows across the European transport network on the medium term. This calls for cross asset, cross modal and cross border decision making by the appropriate authorities, implying their close coordination and collaboration. The precondition for this is transparency to each other as well as to policy and society. This requires them to share a common vision and objectives, in a common language and from a common information base.The governance challenge is to provide the key stakeholders in the infrastructure governance with appropriate d
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 'Convenient Access to Light Sources Open to Innovation, Science and to the World' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

In the present project, CALIPSOplus, the relevant synchrotrons and free electron lasers in Europe and the Middle East join forces to contribute to the completion of ERA and to tackle the new challenges arising from the commitment of the EU to Open science, Open innovation and Open to the world. Integration with respect to user access, support, instrumentation, data analysis and data management is strongly pushed forward by this advanced community, looking back at a long tradition of integrated activities funded under FP6 and FP7, and largely profiting from the experiences already gained. The European Synchrotron and FEL User Organisation will be consolidated and the performance and use of the wayforlight portal as pivotal platform of the light sources community will be boosted. Data management of the different facilities will be harmonised and a data management plan for the CALIPSOplus consortium be defined. Particular focus will be on leveraging scientific excellence in EU-13 countries and on widening the use of light sources by users from these regions. This will be achieved by visits to universities in these countries, by dedicated schools and by an especially set-up Twinning programme. As a pilot action a specific Trans-national Access programme will be offered for users from SMEs, closely related to an awareness raising campaign for light sources use and the role of light sources as customers among local industry around the facilities. Joint Research Activities will focus on metrology of diffraction limited optics in collaboration with the manufacturing industry, of particular importance for the new hard X-ray free electron lasers as well as for the next generation synchrotrons, and on software tools for remote data analysis. Focusing on the horizon beyond 2020, es
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 'Cure for Miniature Brittle Bones: Treatment of Osteogenesis ImpeRfecta patient-derived Bone organoids with Innovative AAV-mediated Ultimate Gene-editing System' (MORBIUS), addressing dissemination and exploitation.

assistant: **Impact**

Osteogenesis Imperfecta (OI), also known as brittle bone disease, is a prevalent rare skeletal condition. With limited treatment options available and no known cure, individuals with OI endure numerous bone fractures throughout their lives. To address the urgent need for an OI cure, MORBIUS aims to create a  gene therapy: employ a cutting-edge AAV-mediated gene editing, to curatively repair the genetic defect in a model of patient bone tissue (mini brittle bone). Within MORBIUS I will:  1) construct mini brittle bones - an OI patient-derived induced stem cell-based bone organoid system, and 2) repair the genetic defect in the mini brittle bones with the AAV-based CRISPR/Cas and GeneRide strategy. To this end,  with access to one of the largest OI cell line biobanks in the world, I will combine highly innovative induced stem cell development techniques with the existing expertise in fabrication of bone organoids of the hosting team and genome modification competence of secondment host.Specifically, I will optimize a method of OI patient-derived induced mesenchymal stem cells embedding in a decellularized extracellular matrix to promote their natural differentiation and formation of mini brittle bones. Crafted mini brittle bones will be transduced with bone-directed AAV vector carrying CRISPR/Cas and GeneRide systems to correct patients genetic defect by targeted insertion of a donor sequence.In synergy with gene therapy research, during a non-academic placement with an OI patient organization, an interactive multilingual educational webapp on OI gene therapy and genetics will be developed. This will ensure early knowledge sharing, awareness, building of trust, and encouragement of OI individuals to actively engage in gene therapy advancements. MORBIUS outcomes will enhan