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 'Expected Impact' section for the project 'Novel long-term electricity storage technologies for flexible hydropower' (STORE2HYDRO), addressing dissemination and exploitation.

assistant: **Impact**

The overarching aim of STORE2HYDRO is to introduce a new mindset for storage of electricity in connection with existing hydropower. Relatively small adjustments to existing hydropower facilities by retrofitting reversible pump turbine technology would allow the European electricity storage capacity to increase by 22TWh/y or more. The aim will be achieved by: i) Validated innovative mechanical solutions to TRL4-5 for larger-scale pumped, longer-duration storage of electricity in existing high head Reservoir-to-Reservoir (RtR) and low head Run-of-River (RoR) hydropower facilities. ii) Mapping untapped hydropower sources for long term electricity storage in Europe increasing the availability, robustness and safety of energy storage solutions. The novel technologies will enable the operators to run hydropower stations in a more efficient, cost effective and flexible manner than today also adapting to the energy system. This is without changing the regulating heights or volume of the reservoir/river reaches following the European Green Deal priorities. Also, turbine manufacturers can introduce new components for cost-effective retrofitting of pumped storage. The technology will be validated with detailed LCA and by consideration of CAPEX and OPEX of potential future plant. The 1st innovation is based on unique design solutions for a retrofittable reversible pump turbine technology enabling a cost-effective solution free of cavitation, enhanced flexibility, and reduced losses. The 2nd innovation is enabled by digital twins including hydraulic and sediment dynamics for pumped-storage. These tools give detailed information about the status of the current storage increasing the availability and robustness of the mechanical storage of electricity in existing RoR and RtR systems 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 'AI-Driven Dynamic Fire Risk Assessment for Electric Vehicles in Buildings' in the context of a Horizon Europe call.

assistant: **Objectives**

The eRISIKO project enhances international mobility and knowledge exchange to address the evolving fire risks of electric vehicles (EVs) in buildings. Through structured staff exchanges among Universidad de Navarra (UNAV), University of Liverpool (UoL), and Universiti Putra Malaysia (UPM), researchers will collaborate across disciplines in fire engineering, risk assessment, and AI-driven safety solutions. The project has three key objectives: (1) Conducting experimental and computational studies on EV fire dynamics, led by UPM, focusing on heat release rates, flame spread, and fire suppression. (2) Integrating international fire incident data and regulatory analysis, led by UoL, to enhance risk quantification and inform safety policies. (3) Developing an AI-driven fire risk assessment tool, led by UNAV, dynamically adapting to real-time data and regulatory needs. To support mobility and interdisciplinary collaboration, researchers will undertake secondments at partner institutions, gaining cross-institutional expertise in fire experiments, computational modeling, and AI risk assessment. Annual workshops, conferences, and a final summer school at UNAV will facilitate ongoing cooperation, dissemination, and engagement with industry, policymakers, and fire safety agencies. Aligned with European mobility goals, Horizon Europe priorities, and the European Green Deal, eRISIKO will build a sustainable research network linking Europe and Asia. By fostering international mobility, capacity building, and applied research, the project will advance fire safety knowledge, create long-term collaboration, and contribute to global EV fire risk mitigation efforts.


**Keywords:** Electric vehicle fires, fire risk assessment, AI-powered fire safety, fire dynamics, EV fire regulations, co
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 'Multilingual Catalonia: factors influencing the multilingual development of societal and foreign languages in school-age children' (MultiCat), addressing dissemination and exploitation.

assistant: **Impact**

How to best promote proficiency in foreign languages, and the role of schooling in doing so, has been a matter of debate in the European Commission for decades. The MultiCat action addresses this debate by investigating the effects of two English learning contexts, English as a foreign language (EFL) and Content Language Integrated Learning (CLIL), on language development during the first year of elementary school in Catalonia, a Catalan-Spanish bilingual province in Spain. In CLIL contexts, students receive extended instruction in English at the expense of reduced hours in Catalan/Spanish. We investigate (1) the effects of the learning context on the development of the three languages and (2) how individual differences between children may influence such development. Special consideration is given to the multilingual development of heritage language children (i.e., children whose home language is not Catalan, Spanish, or English). As such, this action lies at the intersection of three main issues of interest: the development of foreign languages, the protection of minority languages, and the integration of heritage language children. To address our objectives, we will collect data on the oral language and literacy skills in English, Catalan, and Spanish from 600 first graders (ages 5-6) at two time points (at the onset of primary schooling and at the end of the first schoolyear). By determining the effects of the learning context and other sources of individual differences, the results from this action may inform policymakers’ decisions to promote one learning context over the other, and will help other stakeholders make informed decisions about multilingual practices in the school and the home.This action will combine the expertise of the Experienced Researcher, curre
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 'Study of normal and superfluid 4he liquid confined inside carbon nanotubes' in the context of a Fourth Framework call.

assistant: **Objectives**

Research objectives and content The aim of the proposal is to study the structure and dynamics of normal and superfluid 4He inside different types of carbon nanotubes. Such nanotubes are providing an environment of extreme confinement (diameters of 7 Ar). Carbon nanotubes are new materials that hold a promise of a vast range of technological applications. Inside a microporous medium the physical properties of a superfluid can be affected for several reasons: viz. confinement, disorder of the pore geometry and lowering of the dimensionality. Studies of superfluid helium in other microporous media with larger pore sizes such as aerogels and vycor have revealed only minor effects, which seems to indicate that the most important factor could be confinement, and that in these systems it was not strong enough. The study of the elementary excitations by means of inelastic neutron scattering and of the structure by neutron diffraction are excellent tools to investigate the microscopic properties of these confined liquids. Training content (objective, benefit and expected impact) The subject presents the possibility to acquire a state-of-the-art knowledge in two important fields of condensed matter physics: viz. the subject of superfluid Helium 11 and the subject of the properties of the nanotubes. The applicant will have a complete mastery of the neutron scattering technique. Moreover both an experimental and a theoretical study will be made in the thesis. As carbon nanotubes are expected to play an important technical role in the future, a good knowledge about their properties could be an important asset in the search for a position after the project is finished. Links with industry / industrial relevance (22)
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 'Dependable Performance on Many-Thread Processors' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Contemporary microprocessors seek at improving performance through thread-level parallelism by co-executing multiple threads on a single microprocessor chip. Projections suggest that future processors will feature multiple tens to hundreds of threads, hence called many-thread processors. Many-thread processors, however, lead to non-dependable performance: co-executing threads affect each other s performance in unpredictable ways because of resource sharing across threads. Failure to deliver dependable performance leads to missed deadlines, priority inversion, unbalanced parallel execution, etc., which will severely impact the usage model and the performance growth path for many important future and emerging application domains (e.g., media, medical, datacenter).DPMP envisions that performance introspection using a cycle accounting architecture that tracks per-thread performance, will be the breakthrough to delivering dependable performance in future many-thread processors. To this end, DPMP will develop a hardware cycle accounting architecture that estimates single-thread progress during many-thread execution. The ability to track per-thread progress enables system software to deliver dependable performance by assigning hardware resources to threads depending on their relative progress. Through this cooperative hardware-software approach, this project addresses a fundamental problem in multi-threaded ad multi/many-core processing.
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 'Geo-information for sustainable management of land and water resources in the mediterranean region' (1998-2002).

assistant: **Concept**

The objectives are to examine the need of the participating Mediterranean Partner Countries (Macs) for monitoring land and water resources, the institutions and tools currently in use and the potential role of remote sensing as a tool forereaching a sustainable environment. The goal is to develop a co-operative process whereby the MPC institutions would have better access to up-to-date tools for land and water arrangement. The watershed is expected to be the basic unit for this management. A series of meetings will be held, involving experts on environmental monitoring techniques and those on water and Ian management. The first meeting will cover classification of watershed types and their problems, and the existing infra-structures and tools for monitoring land and water resources. Later meetings will deal with the details of monitoring and modelling techniques, and the developrnent of an integrated decision support system.
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 'Dustfall measurement for environmental regulation and management' (1998-2002).

assistant: **Concept**

Many types of dust gauges are used in pollution surveys throughout the EU. No common design is accepted universally. When European standards are set for acceptable dust levels, a common dust fall system must be adopted as a standard methodology for capture and analysis of samples. The project will develop an improved dust gauge able to effectively collect all types of dust commonly experienced as a nuisance, as well as common deployment and analytical methods. A dust survey will be carried out to test the performance of the system against existing gauges, and provide new understanding of the problem of dust pollution within 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: Draft an executive summary for the EU project 'Molecular adaptation in ecologically relevant organisms' (MAERO) targeting Sixth Framework.

assistant: **Abstract**

Determining the genetic basis of evolutionary change in the wild is key to our understanding of how natural selection operates, how species adapt to environmental change (including anthropogenic change), and of what determines the extent of a species range. Genomics resources, both technology and information, are becoming available at an exponential rate, such that it is now possible to perform sophisticated genetic analysis of ecologically-relevant organisms.Frequently, this involves modification of methodologies developed in the context of human genetics, or genetics of other model organisms, requiring new connections between disciplines and offering new synergies. Analyses need to be developed that test specific alternative hypotheses, often in the framework of explicit models, requiring interdisciplinary input from field biologists, molecular ecologists, statisticians, bioinformaticians and theoreticians.Members of the Department of Animal & Plant Sciences are using genomics tools to understand the evolution of fitness-related traits in natural populations of vertebrates, marine gastropods, angiosperms, invertebrates and amphibians. In many species we have determined the chromosomal regions, or even individual genes, that are responsible for adaptively important genetic variation. However, to obtain a clear understanding of how natural selection has shaped variation at these genes requires expertise in bioinformatics, the analysis of DNA sequence variation and the modeling of molecular evolution.This project will seek to build on our recent discoveries by providing the opportunity for European statistical geneticists and bioinformaticians to analyze ecologically-relevant data sets, while enhancing the host institution's capability in this timely area of evolutionary
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 'Bridging Academia and Enterprise by AI-powered Talent Scouting, Female Empowering, Sciencepreneurship and Prototyping for Start-up and Spin-off Ecosystems Enhancement', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The BridgeTTe project has been designed to overcome the most critical gaps in the European innovation landscape between academia and industry that prevent them to benefit from an efficient mutual exchange and use the potential and resources. In particular, the project will address low engagement among the innovation ecosystem actors, missing entrepreneurial competences at academia and insufficient prioritisation of research topics / their links to market / enterprise / industrial needs and are slowly able to react to trends, to name some of the problems addressed. The BridgeTTe project will do so by systemic search for local talents, strategically deploying advanced AI tools, pioneering one-of-its-kind university prototyping programs and market validation assistance, capacity-building training programme and implementing joint activities with business experts, industry clusters and excellent infrastructures from innovation hubs. BridgeTTe will maximise the value of innovation to all by fostering synergies and connectivity of two prominent Central European academic institutions, the Brno University of Technology (BUT) and Slovak University of Technology in Bratislava (STU) to the local, European and global markets by leveraging strategic cooperation with innovation catalysts connected to enterprises (JIC and ADDSEN) and outreach to leading innovation ecosystems and infrastructures (WONDER). BridgeTTe will empower sciencepreneurs, foremostly women, to transform local cutting-edge research into deep-tech start-ups and spin-offs with pan-European and global impact. Through establishing strategic cooperation networks between academia and enterprises, it will nurture the next generation of deep-tech start-ups and spin-offs. The methodology of BridgeTTe connected ecosystems wil
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 'Carbon nanotubes for devices, electrodes and composites' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

This proposal is to develop carbon nanotubes for use in electron guns, catalysis, and composite materials. Philips will develop field emission from carbon nanotubes for use as high brightness electron guns in cathode ray tubes and scanning electron microscopes. Cambridge will develop a large area, low temperature method to grow nanotubes on surfaces, and develop nanotubes as conducting supports for high surface area Pt/Ru catalysts made by organo-metal cluster synthesis for fuel cells applications. Max-Planck and Montpellier will develop moldable, single wall nanotube conducting composites with a conductivity of over 1 S.cm-1 at less than 0.5% nanotube loading for use in paints, electrostatic discharge protection and electromagnetic screening. CRIF, Nanoledge, and Montpellier will develop light weight structural composites from single wall nanotubes, with an improved stiffness over multi-walled nanotube composites.
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 'Making Earth Green Again with Liquid Nano Clay' (LNC), addressing dissemination and exploitation.

assistant: **Impact**

We urgently need to fight desertification by restoring areas of the world historically bread baskets suffering from erosion, harvests lost and poor water quality. Farmers and government authorities desperately need a fast-acting sustainable land management solutions to protect over 1 billion livelihoods. Until now this has proven incredibly challenging as available technology and methods require years to get arid soils strong enough to retain water. Desert Control can convert arid lands into fertile soils in a matter of hours with a patented mixing process to create Liquid NanoClay (LNC). This clay and water compound is sprayed onto sandy soils, quickly penetrating them at depths of 60 cm and enabling them to retain water and nutrients and host plant boosting fungi creating conditions for fertile land. Our first demonstrations with farmers in the UAE, the Agricultural Research Centre in Egypt, Ministry of Interior in Abu Dubai and the Sinai Governorate have successfully shown that LNC treatment can reduce the need for irrigation by up to 77% and increase soil fertility up to 40% leading to 416% higher yields. After the success of our first demonstration, we got the attention of large-reaching organizations such as BBC and the World Wildlife Foundation WWF who has identified us as a world Climate Solver Transforming arid lands will help mitigate climate change by reducing land’s surface temperature to 15°C, with just 1% of the planet’s arid land treated with LNC, these spaces could absorb 26 million tonnes of CO2 a year! To make LNC available for the people who need it, the agricultural sector, desert return projects and commercial and private greenery and provide unquantifiable benefits to society and the natural environment we need €2.5M to redesign our existing protot