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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Organic warmwater fish production through activated suspension and periphyton-based ecological technology' (ASPECT).

assistant: **Innovation**

The proposed research will develop an in-depth understanding of the use of natural food production to support intensive warm water culture of fish. Current aquaculture in Europe is based on carnivorous fish species, usually produced in marine cages or flow-through ponds, reliant on diets rich in marine fishmeal and oils. This causes negative impacts on surrounding ecosystems and makes the products sensitive to contamination by persistent chemicals. Tilapias, as herbivorous fish that grow well on bacterial-detrital aggregate and periphyton in their natural tropical environment, can potentially be raised in well-insulated systems in Europe based on locally produced plant-based feedstocks. Commercial systems could become part of a diversification option for organic farmers, allowing them to add value to locally grown crops and develop local niche markets for high quality, fully traceable food.The research will optimise a production system based on the principles of activated suspension (AS) and periphyton enhancement (PE) in which relatively low protein feeds can be used to raise tilapia in highly aerated tanks to maintain both feed and water quality levels. The quality and quality of water used, natural and supplemental foods and effluents will be monitored in both AS, AS+PE and conventional recycled systems (RS). System nitrogen and energy efficiencies will be assessed for both systems and budgets derived. Environmental impacts are expected to be positive and the research outcomes to have important social and economic implications for rural areas of Europe.The research builds on the competency of the International Fellow and the host institution in the area of sustainable fish production. It is based around bringing together novel techniques that have been tested and are
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 'In need for food intake control; should I get tempted more or less?', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The prevalence of obesity and overweight has increased dramatically over the last few decades, especially in Europe. In addition to genetic determinants, societal changes, worldwide nutrition trends, and market forces, like larger serving sizes, are often cited as driving the obesity epidemic. Together, these trends created an ‘obesogenic environment’ characterized by a multitude of unhealthy and easily accessible temptations which led to an enormous increase in the consumption of fattening snacks. Health organizations and consumers themselves introduce and apply strategies to reduce the temptation strength of unhealthy foods (e.g. stimulating low-fat products and rationing the purchase quantities) because they belief they can combat the obesity epidemic in this way. A number of academic findings supports this belief by showing that exposure to palatable foods activates a craving for food and stimulates eating behavior. However, some recent studies demonstrate that some of these activities can backfire because temptations may also activate counteractive self-control helping individuals stick to their goals. In sum, conflicting findings exist on the effect of food temptations on consumers’ ability to control their food intake, which urge for proper investigation in order to get a deeper insight in the effects and processes underlying them. We will start by looking at social psychological theories that can give insights in which factors determine the direction of the effect of food temptations on consumers’ self-control which will result in an adaptation of the psychological model into a consumer behavior oriented model. In a next step, the adapted model will be tested in a meta-analytic study. It is of high importance for public policy and marketers to know under which c
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 'Researchers' Night 2008 in Iceland' (2007-2013) under Seventh Framework.

assistant: **Objectives**

The 2008 Researchers' night in Iceland, VISINDAVAKA 2008, aims at modifying the public’s perception of scientists by gathering people together at Researchers’ Night in Iceland and giving them a chance to meet with researchers and get acquainted with their activities in an informal and lively manner.  An intensive awareness campaign will precede the event, as to mobilise the largest possible audience and make aware of the Researchers 'night and its purposes the largest possible part of the population. To do so, all the communication means addressing the large public as such will be mobilised. A lot of activities will be offered during the event itself, from lectures, presentations demonstrations, hands-on experiments, etc., all organsied in an interactive way and allowing a direct contact between researchers and participants. Some purely festive activities are also planned, in order to offer the public an opportunity to meet with researchers on equal terms and share fun with them.  The project will be organsied around the four following work packages: •Awareness Campaign •Activities during the Researchers’ Night •Impact Assessment •Management  The impact of the event will be accurately assessed through questionnaires, interviews and enquiries towards participants and researchers themselves. Particular attention will be paid to the public perception of researchers and its possible evolution compared to previous similar events.
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 'Recreating molecular memories: imaging the mechanics of chromosome assembly and the birth of cell identity' under Horizon Europe.

assistant: **Concept**

The gene expression patterns that define specific cell types are determined in part by epigenetic information encoded in histone marks that guide chromatin organization. During chromosome duplication, new histones lacking this information must be deposited to support the doubling of chromatin. However, the molecular mechanism of histone deposition and the coordination pathways that ensure epigenetic information is transmitted remain unknown. Determining the mechanics of chromosome assembly promises to open a new frontier in our understanding of the propagation of cell fate decisions that support multicellular life. Due to the antiparallel configuration of DNA, different DNA synthesis mechanisms are used on the daughter strands during DNA replication. How this is coordinated with the symmetric duplication of chromatin organization on daughter chromosomes is not known. I hypothesize that the replisome contains an extensive network of molecular wiring encoding the fundamental logic that governs histone transfer and deposition that is essential for the preservation of epigenetic cell identity and chromosome integrity. To discover this network, I propose a research program combining structural, biochemical, and single-molecule imaging approaches. To gain access to critical missing information, we will develop techniques that reveal the dynamics of histone transfer and deposition independently on each daughter strand in real-time for single replisomes.The proposed research will determine the structural basis of new histone deposition, reveal the dynamics of replication-coupled chromatin assembly, and address how epigenetic states are re-established on daughter chromosomes. Realizing these objectives will represent a major breakthrough in our understanding of the molecular mec
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 '“Establishing services enhancing the innovation management capacity of SME's in the Enterprise Europe Network” in Flanders' under Horizon 2020.

assistant: **Concept**

This project proposal aims at establishing the new services of EEN in Flanders with regard to the key account management for the SME instrument under H2020 as entrusted by the European Commission to the Enterprise Europe network. It also concerns the additional support services that EEN will deliver with regard to the enhancement of the innovation management capacities of SMEs as decided the H2020. The present proposal describes how the Flemish VEBIN consortium will establish the new services in the region of Flanders, how these will be embedded in the regional innovation support system to the benefit of Flemish SMEs, how the consortium will manage the services and how feedback will be organised in order to ensure a high quality service provision and an added European value. It particularly reflects on the signposting of clients among all relevant support stakeholders and to the efficient use of existing tools. It also expresses the consortium willingness to cooperate whenever requested by the Commission or by EASME to participate in benchmarking exercises among the various participating consortia and to give feedback on the implementation of these new services in the region of Flanders (Belgium).


**Keywords:** innovation management capacity enhancement , Key account management SME instrument
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Compositional Approximation Schemes'.

assistant: **Innovation**

Neural networks have firmly established themselves as powerful tools in many scientific domains, e.g. for protein folding, recovering images of black holes, or solving Schrödinger equations. Although empirically highly successful, neural network based methods very often lack the mathematical foundation to be able to guarantee the accuracy of the solution they produce. While this lack of reliability constitutes a major issue for many applications, I believe that, for scientific machine learning in particular, there is a promising path towards overcoming these issues, as there usually exists knowledge of the ground truth one would like to learn, e.g. that it must satisfy some partial differential equation. The goal of this project is understanding, from an approximation theory perspective, when and why such knowledge may be exploited. A defining property of neural networks is that they consist of a composition of simple building blocks. From the view of approximation theory this is a major paradigm shift, as it classically focuses on superpositional approximation, i.e. based on taking linear combinations of simple building blocks. This project aims to understand, on a fundamental structural level, how compositional approximation differs from classical superpositional approximation. Specifically it will first prove the existence of cases, in which compositional approximation provides a fundamental advantage over superpositional approximation, and subsequently develop ways to characterize these cases.  On one hand this will significantly deepen the comprehension of this paradigm-shift in approximation theory, on the other hand it will establish a foundation for the development of provably accurate neural networks based machine learning algorithms.


**Keywords:** Approximat
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 'Balancing selection and the molecular evolution of mimicry supergenes' (MIMEVOL), addressing dissemination and exploitation.

assistant: **Impact**

How genome organisation and architecture respond to variations in selection regimes is indeed poorly known at the microevolutionary scale. Supergenes are tight clusters of genes which simultaneously control the variation of various components of a complex trait, involving elements with different ontology1-4. Supergenes typically evolve in response to strong epistatic selection between neighbouring genes. They are usually maintained by some form of balancing selection, but the modalities of their evolution are still obscure and require empirical investigation. I propose to take advantage of the remarkable supergene controlling wing-pattern mimicry balanced polymorphism in the tropical butterfly Heliconius numata to investigate the structure and evolution of supergenes at the molecular level. The supergene P is a positional homologue of a loose cluster of loci controlling wing pattern mimicry in a related species. Positional cloning revealed the supergene is situated in a local inversion. Recombination is largely suppressed around P and two groups of haplotypes segregate in perfect association with wing pattern in natural populations. I propose to investigate the detailed structure of the inversion breakpoints and gene shuffling to test the working model of supergenes arising by rearrangement of distant ancestral loci. Using population genetics I propose to survey genetic diversity and look for signatures of balancing selection on the genes composing the supergene inversion. We will test for the effect of balancing selection in a patchy habitat, which has received little empirical data. We are now very close to genetically characterise the major loci controlling spectacular adaptations, involved in speciation and radiations, and determining species coexistence.
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 'A European Community of SMEs built on Environmental Digital Content and Languages' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The INSPIRE Directive 2007/2/EC, establishes an Infrastructure for Spatial Information in Europe, requiring large amounts of environmental digital content to be made accessible across Europe, resulting in a data pool that is expected to be of huge value for a myriad of value-added applications. The INSPIRE Implementing Rules Legal Acts outlines these data pools, but more work is needed.Making data available according to the INSPIRE standards in 30 countries using 22 languages requires specific skill sets that few public authorities have. The management of this content represents an opportunity for SMEs active in this sector.SMEs can enable countries to fulfil the Directive, creating new market opportunities with increased potential for innovation and new jobs. Due to the legal requirements, the INSPIRE implementation becomes the entry-point for crucial business opportunities, opening new, or reinforcing existing perspectives (including Linked Open Data, Sensor Web, cloud computing and other e-environment application domains).SmeSpire's purpose is to encourage and enable the participation of SMEs in the mechanisms of harmonising and making large scale environmental content available. smeSpire will:1. assess market potential for SMEs in relation to INSPIRE as an integral component of the Digital Agenda for Europe, describing obstacles for SMEs to enter this market in terms of knowledge gaps2. collate, translate and exploit a Best Practice Catalogue in the management of environmental content3. Develop a multilingual package to train environmental data analysts in the maintenance and exploitation of environmental data commons, and4. create a network capable of transferring result-driven knowledge throughout Europe with research centres, environmental agencies, progressive t
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 'Development of Low-Cost Dynamically Stable Slimhole Drill and Core Bits' to be submitted under Fourth Framework.

assistant: **Abstract**

Objectives The objectives of this project are manifold, according to the approach taken, and the final aim defined. The following milestones are proposed to be accomplished: - Development of a CAD code for dynamically stable slimhole solid body coring and drilling bits. - Development of design criteria for drilling any combination of lithologies. - Development of CAD/CAM process that will significantly reduce the manufacturing design time and costs of these small diameter bits. - Development of a low cost manufacturing and quality control process covering the regional needs for slimhole drill and coring bits. - Development of accurate laboratory testing processes under in-situ pressure conditions for testing the slimhole coring and drilling bits. Technical Approach The overall approach is to go from the design concept (first bit design ideas for given geological and well conditions) to field use with the minimum cost and time for design and manufacturing, and the highest probability of reducing cost per meter objectives. A multi-faceted approach is proposed: 1. Development of dynamically stable slimhole core and full diameter PDC type bits, with particular emphasis on improving the hydraulic energy at the bit face. This will be done via the development of an all-inclusive algorithm for predicting the design criteria to dynamically stabilize the bit. To improve the hydraulic energy characteristic, new jet and discharge designs will be researched and developed. 2. A CAD program that will conceptualize the initial design through the final field-ready bit 3. The lowest cost, best quality processes will be developed for manufacturing these small diameter bits, emphasizing the use of computer aided manufacturing processes. A specially designed drilling bit test stand to resea
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 'Determining the ethical and legal interests in privacy and data protection for research involving the use of genetic Databases and Bio-banks' to be submitted under Sixth Framework.

assistant: **Abstract**

PRIVILEGED (Privacy in Law, Ethics and Genetic Data) will make recommendations for research practice and public policy-making, including regulatory options at the national and European level, to promote the optimal relation between research using genetic data and bio-banks and ethical interests in privacy. PRIVILEGED will identify, analyse and compare plural ethical, cultural, and social concepts of legitimate privacy interest engaged by research using genetic databases and bio-banks. It will articulate the relation between such concepts and the current regulation of research using genetic data and bio-banks.Describing areas of common understanding while also showing points of difference throughout the EU, EEA, NAS, Israel, Japan and Taiwan (the research area), PRIVILEGED will provide a comprehensive and systematic study of the inter-relationship between privacy interests and advances in genetic science and information technology within a diverse cultural and regulatory context. Assessment will be made of both the coherence and adequacy of existing regulation, in particular data protection, for the protection and promotion of both individual and group interests in privacy.PRIVILEGED will bring together experts in medicine, public health, philosophy, ethics, science and law from across the whole research area. A series of workshops, web-resources, national and comparative papers will be co-ordinated through three centres (Lithuania, Portugal and the UK) to address points of both potential conflict and synergy within and between the interests of science and privacy, individual and groups, and diverse cultures and fundamental ethical principles.