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 clear, measurable objectives and define the scope for the project 'Flexible Conductive Composite Repair Heaters' (CONDUCTOR) under Seventh Framework.

assistant: **Objectives**

Appropriate curing of the patch resin and the adhesive layer is an essential step to secure the integrity and the sound mechanical performance of a bonded composite repair. Today, the required elevation of temperature is usually achieved by means of resistance heating blankets, which conduct heat to the repair area, regulated through closed loop temperature control, using one or two spot temperature measurements. Even though this method is rather simple and works adequately for small repairs, when larger areas need to be heated, discrepancies, like cold or hot spots, frequently occur, due to variable heat losses, caused by geometrical asymmetry, “heat sinks” etc. The scope of this proposal, further to the know-how of the proposing Consortium in conventional resistance heating and induction heating, is to develop a third heating method called Conductive Skin Heating (CSH). The main advantages of CSH are that the voltage and the current could be very low compared to heat mats because of the very good efficiency of this middle frequency heating, which will be about 50 Hz to 20 kHz. Similarly, the voltage range could be limited between 5 to 100 V, which means that the maximum current in the mat will be less than 100 A, depending on the application and the heating rates which need to be achieved. Consequently, the CSH-mats could be much cheaper, while the electrical danger for the operators and any peripherical electronic devices will be significantly reduced. Additionally, as this method allows heating of very thin foils, the CSH-mats will be very flexible and easy to adapt to complex 3Dgeometries, while they could be easily integrated into the vacuum bag. Consequently, the handling of this thin and lightweight CSH-mats will be much easier compared to the other heating syst
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 clear, measurable objectives and define the scope for the project 'A Proactive Approach to the Recovery and Recycling of Photovoltaic Modules' (APOLLO) under Horizon Europe.

assistant: **Objectives**

Current recycling practices for Photovoltaic (PV) waste modules are unrefined and recover low volume and low value materials. To be economical and sustainable the recycling of PV waste needs to efficiently recover all of the material constituents at a quality suitable for the reuse in new PVs, with minimal impact.  APOLLO will create a circular approach to link legacy recycling, future production and future recycling. A pilot line will be demonstrated and used to process an input of 40 tonnes of PV waste which will be recycled, resulting in enough reclaimed materials for 1 tonne of remanufactured silicon and 30 exemplar PV modules. Incoming modules will be streamed by glass composition, enabling batch recovery of high-quality glass, to be used for new solar-grade glass. A novel continuous ‘sonification’ technique, (ultrasonically excited etchant) will rapidly separate silicon, silver, copper and other metals in a sequence along a pipe-based process. Used liquid etchants will be recycled in a closed loop resulting in low waste, small footprint. Further, recovered silicon will be refined to a purity suitable for new PV-grade ingot growth. The objective is to deliver purified silicon with a minimum purity of 99.9999%. Multiple innovations increase the percentage weight recovery from 18% to 93%. APOLLO will prove the suitability of the recycled silicon by growing new ingots, manufacturing solar cells and then new PV modules. 20 PERC-based modules, 10 Tandem modules and 30sqm of single junction perovskite cells will be made. These modules will incorporate new designs, materials and manufacturing methods, and be designed for disassembly and recycling. Blockchain-based Digital Product Passports (DPPs) for PV will be designed and implemented as well as an online marketplace for
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 Horizon Europe proposal for the project 'INNOVATIVE APPLICATIONS OF ASSESSMENT AND ASSURANCE OF DATA AND SYNTHETIC DATA FOR REGULATORY DECISION SUPPORT'.

assistant: **Objectives**

INSAFEDARE aims to provide a toolkit to enable cost-effective and high assurance decision-making in the context of the processes that all stakeholders may follow as part of regulation of medical devices. The toolkit consists of scientific guidance on assurance, tools to retrieve datasets and assist application validation and a publicly available guidance work-group for sustainable support of the discipline. INSAFEDARE will investigate use, challenges, and opportunities real world and synthetic data-driven validation of devices. The project will provide guidance on quality and safety assurance of datasets as a tool for validation, and devices that have validated using data driven approaches. INSAFEDARE will investigate use of synthetic datasets and will identify how they can be used to establish assurance before the formal, established certification process, reducing the risk for developers and waste for regulatory bodies. Furthermore, the project will publish the findings as a public guidance, laying the ground for a standard development working group; and develop training and syllabus that can enhance the skills of stakeholders. Finally, the project will develop a tool for the discovery, integration, and query of multiple datasets, and a tool for supporting the sustainable, dynamic, and through-life surveillance of devices, capturing the impact of new evidence offered by newly published datasets.


**Keywords:** Safety assurance, Data-based validation, Synthetic datasets
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 'Developing Novel Fire-Resistant High Performance Composites' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The greater use of polymer matrix composite materials would be highly desirable. Their low weight, along with their inherent resistance to corrosion and fatigue, enables more fuel efficient and sustainable transport structures. However, for many applications, the biggest factor currently preventing the more widespread use of light high-performance polymer matrix composites is their poor fire performance. This is due to the organic matrices, which first soften on heating, causing a loss of mechanical properties and then, at higher temperatures, decompose. Decomposition results in the production of smoke and toxic or flammable decomposition products. These products are not only hazardous in terms of lack of visibility and toxicity; they can also burn, releasing heat, which can lead to flame spread and exacerbate the fire. Furthermore, loaded composite structures often collapse in a fire within a period of minutes, depending on the magnitude of the load and heat flux. The overall aim of the project is to develop novel, cost-effective, high-performance, lightweight polymer matrix composites with a step-change improvement in fire behaviour. FIRE-RESIST will achieve this by carefully targeted research in five key areas: 1. Micro-layered structural materials that are designed to delaminate extensively when exposed to heat, thereby generating a multiplicity of internal interfaces that provide a fire barrier of exceptionally low thermal conductivity. 2. Hybrid thermoset composites that are polymeric at normal temperature, but which decompose under fire to provide highly protective ceramic char phases. 3. High char polymer matrix composites derived from sustainable, naturally-sourced materials. 4. The commingling of particle-doped polymer fibres and conventional fibre reinforceme
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 'Fishery resources assessment innovation' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The depletion of marine resources, especially the main anchovy species and the EU regulations eventually suggests an abatement of the economy that is anchovy dependent. An alternative is proposed: anchovy substitute production from blue and whitefish. Developing will attain this. in Step 2, a RTD plan to process anchovy preserve substitute. It will comprehend the development of an innovative food product to apply to the previous made fish paste. This product will be ingrained into that paste to provide it with the same organoleptic traits as those of the anchovy. Additionally, a set of non-available-market machinery shall be designed and developed to process this new product. New instruments, tools and processes shall be coupled to machines that are currently available in the market after the required design. The expected main results will be the development of a new and nutritious food, the reduction of the fishing pressure on the Cantatrice and Mediterranean anchovy, already scarce, the betterment of the anchovy industry bandit's sustenance and the development of a food process rather more environmentally friendly.
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 clear, measurable objectives and define the scope for the project 'Molecular and cellular investigations to optimise MIBG targeted radiotherapy for neuroblastoma' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Neuroblastoma is a cancer of childhood for which no improvement in cure rate has been achieved in recent years (Stiller, 1993). Significant advances have recently been made in identifying the genetic lesions, which characterise neuroblastoma and many of these are now routinely employed for diagnosis and as prognostic indicators. However, our improved understanding of the molecular peculiarities of neuroblastoma has not yet influenced therapy. The most promising new form of treatment of this malignancy is targeted radionuclide therapy using l3lI-conjugated metaiodobenzyl-guanidine (MIBG).This radiopharmaceutical is selectively concentrated by tumour via ATPase-dependent process (variously known as noradrenaline transporter, NET, Uptake-1) which is responsible for the active accumulation of noradrenaline by sympathetic neurones and adrenal medullary cells. The recent description of the base sequence of the noradrenaline transporter gene (Pacholczyk et al, 1991) has facilitated the sensitive detection of its transcripts by reverse transcription-polymerase chain reaction (RT-PCR) (Montaldo et al, 1991). This has generated interest in the application of this molecular approach to the refinement of MIBG therapy (Mairs et al, 1994). We propose that the first direct clinical usage of this methodology should be for the rapid identification, via analysis of primary tumour biopsy specimens, of those neuroblastoma patients who are most likely to benefit from MIBG treatment. The evaluation of RT-PCR for patient selection will form part of a UKCCSG-coordinated study. However, an early indication of its usefulness can only be obtained through the cooperation of major European treatment centres, who would provide tumour samples for molecular examination. An important goal of research 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: Explain how 'Flow in Transforming Porous Media' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The FlowTrans Initial Training Network is a unique environment for career development, built on joint challenges of Industry and University partners in a newly emerging supra-disciplinary field, spanning from Physics to Earth Sciences and aiming to understand Flow in Transforming Porous Media. Training will be hosted by 8 Universities in synergy with 2 full and 4 associated industry partners with the objective of delivering highly-trained mobile researchers to the European market. The objective of FlowTrans is the creation of a unique research training environment and a new inter-sectoral supra-interdisciplinary field to de-fragment European knowledge and combine industry and universities to harness understanding of basic scientific questions for tackling future challenges in Exploration of Geological Resources. Our research training objectives focus on teaching ESRs and ERs the necessary interdisciplinary skills needed to study Flow in Transforming Porous Media. The characterization and the understanding of flow of fluids within rocks and granular media has become an ever-increasing problem in Earth Sciences, Physics, and in many industrial applications, including CO2 sequestration, hydrocarbon migration, ore deposit development, and radioactive waste disposal. One of the main problems is the understanding of flows in transforming porous media (PM), where the rocks and fluid pathways evolve spatially and temporally, for example due to chemical interactions with the flow, or due to compaction of the solid matrix. We propose to study the feedback mechanisms and their impact on the porous media through an interdisciplinary approach between Earth Scientists and Physicists. State of the art analytical and experimental methods will be used on natural systems and rock analogu
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Abruzzese syntax' (ABRSYN).

assistant: **Innovation**

The aim of this research is the documentation and analysis of Eastern Abruzzese (EA henceforth), a southern Italian dialect spoken in Abruzzo, a central Italian region. EA is highly endangered, mainly because of the strong influence that Standard Italian h as on it, and to the low prestige that sociolinguistic factors attribute to it. The dialectological studies that have interested EA so far are very few and merely philological, and no systematic documentation of the grammatical system of EA exists. As a na tive speaker of EA, I see the need to record original EA before it dies out completely. This can only be done before the old generation dies, i.e. in the next few years. EA presents some morpho-syntactic features that make it peculiar with respect to the other Romance languages: auxiliary selection based on person, past participle agreement with the subject of the sentence, peculiar use of 'yet' adverbials. Hence, EA syntax needs to be explored in depth since it constitutes a clear counterexample for many o f the traditionally assumed generalizations about Romance languages. This project has the aim of recording and documenting EA, and creating a large database of both written and oral data on EA. This would be done through using the Cambridge University Library and by interviewing native speakers in loco. A detailed description of EA would follow, to be used both by dialectologists and by Romance typologists. Last, an analysis of the peculiar phenomena of EA is in order, to evaluate the traditional assumption s on Romance languages and arrive at a more powerful theory of grammar.
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 'Automatics in Space Exploration' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

A critical need for the future of space exploration is the ability to run artificial intelligence (AI) algorithms in situ under the harsh conditions of space. In recent years AI has been revolutionising industrial processes and everyday activities primarily because the computing power has reached a level that enables these algorithms to function. On the ground this is primarily due to the enormous investments in the development of high-performance graphical processing units (GPU) and of the optimised software needed for them. These are delicate devices that cannot be deployed in the harsh conditions of space and the transistor density of the components of a GPU would be too extreme to resist the radiations present in space.  ASAP takes on the task of using processors that can sustain the radiation environment of space to transfer to space operation AI algorithms that so far could only be run on the ground. ASAP will use the most advanced space-hardiness proven processors and develop the software needed to run AI algorithms on them. ASAP will show proof of principle functionality and will reach TRL-4. ASAP focuses on five goals: 1) Working towards the identification and implementation of Machine Learning algorithms for the next generation space applications: a suite of candidate algorithms has been identified and will be evaluated during the project for their possible deployment to space; 2) Identification and development of a computing platform for ML algorithms producing a prototype hardware using only components that can operate under space conditions; 3) Definition of a validation plan and its execution in a laboratory validation campaign reaching TRL-4; 4) Implementation of a virtual environment to provide support to the development of ML algorithms; 5) Transforming
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 'Co-Creating Transformative Pathways to Biological and Ecosystem Ocean Observations' under Horizon Europe.

assistant: **Concept**

The BioEcoOcean project proposes a foundational change in how we approach biological and ecosystem (BioEco) ocean observation to enhance scientific understanding, improve management, and ensure sustainable use and development of the ocean. Our multi-, inter-, and transdisciplinary approach emphasises co-creation with diverse stakeholders to develop a Blueprint for Integrated Ocean Science (BIOS) to support and encourage operational workflows adhering to FAIR Data Principles. This innovative product promotes holistic thinking, facilitates communication, and strengthens the Ocean Observing Value Chain. The project also includes a strong research component, advancing data collection, monitoring, dataflows, and models for BioEco Essential Ocean Variables (EOVs). We will operate in living labs, co-creating with stakeholders, generating new primary data, and leveraging existing data and observing infrastructure globally. Key objectives include developing an inclusive co-created Blueprint, advancing EOV implementation, assessing current practices and technological options, delivering excellent research, co-creating operational workflows, and prioritising capacity building. The project will increase the technology readiness levels (TRL) of critical components of BioEco ocean observation systems and tools and in particular the TRL of the integrated ocean observing system. The project will prioritise capacity building and collaboration with global ocean observation initiatives, e.g. GOOS and MBON, as well as with the overall Biodiversity monitoring community, e.g. GEO BON, that seeks to develop a global framework for biodiversity monitoring, in the framework of the Convention on Biological Diversity (CBD) to ensure wide discussion and adoption of its co-produced standards. Overal
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 'Functional analysis of a novel family of sphingomyelin synthase-related proteins' (2002-2006), addressing dissemination and exploitation.

assistant: **Impact**

Phosphosphingolipids are a vital class of membrane lipids implicated in a multitude of cellular functions, ranging from bilayer stability, lipid raft formation, and membrane trafficking to the regulation of cell growth and apoptosis.Of particular interest is the sphingomyelin cycle, a putative sphingolipid signalling system analogous to the well-known second messenger phosphoinositide pathway. Whereas sphingomyelin provides an abundant phosphosphingolipid in mammals, many animals synthesise ceramide phosphoethanolamine instead of, or in addition to sphingomyelin.The host institute recently identified a family of sphingomyelin synthases and a related group of candidate phosphoethanolamine synthases, hence providing a unique starting point to further uncover the organising and regulating potential of phosphosphingolipids in animal cells.In the present proposal, knowledge of these enzymes will be exploited to manipulate either the rate or the site of phosphosphingolipid synthesis, and to analyse the impact of these manipulations on the growth, secretory competence and compartmental organisation of animal cells.Moreover, the proposal seeks to explore the possibility that animals lacking sphingomyelin are equipped with a ceramide phosphoethanolamine cycle analogous to the sphingomyelin cycle.