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: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Reinventing FMCG Market Research with Real-Life Product Testing'.

assistant: **Objectives**

In Europe, 30,000 new produce products are launched per year of which 90% fail and consumers end up with only 3,000 new products that stay on the shelves. Manufacturers put a great deal of passion and time into developing a new grocery item and spend an average of €250,000 per innovation but most fail, which means they lose €6.7 billion on a European level. In order to minimize losses, brand owners and manufacturers purchase syndicated or custom market research reports, rely on scanner data or hire mystery shoppers. We have invented the Weekend Shop, the supermarket where consumers can choose 20 innovative products for a small monthly fee, and we launched our first flagship store in Vienna, Austria. We are about to open two further stores in Austria (Graz and Linz). The concept allows members (shoppers) to get access to products before they are in the conventional retail stores in exchange for a small monthly fee and their opinion. Manufacturers and brand owners can run product acceptance tests that provide them with unique representative information about their product. We call this real-life product testing.Innovations in data analytics allows the emergence of online market research. The advances in market research allow us to create our real-life product shopping concept and therefore enter the €40 billion global research market. We have two streams of revenue, including membership fees from consumers and product test-based fees for manufacturers. Currently, our customers are 1,500 members and 80 brands at the Vienna store (e.g. Manner, Dr. Oetker, Knorr, Red Bull). For the EU, fostering innovation in agriculture and food manufacturing needs to be supported by a retail landscape that allows for innovative products to be purchased by consumers. With initiatives such 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: Write the concept and methodology overview for 'Microarray analysis of salmon transcriptomes: evaluation of a large cDNA array and production of a targeted diagnostic oligonucleotide array' under Sixth Framework.

assistant: **Concept**

The overall goal of this project is to develop a novel molecular tool that will monitor health and performance of Atlantic salmon (Salmo salar). The tool will take the form of an oligonucleotide array for probing key elements of the transcriptome involved in polyunsaturated fatty acid metabolism, protein catabolism, responses to bacterial and viral challenge, and the process of freshwater to seawater adaptation (smoltification). These aspects of the biology/metabolism of salmon were selected on the basis t hat fatty acid synthesis and storage, food conversion efficiency, infectious disease and adaptation to seawater present the greatest challenges in salmon rearing systems at the present time.This Marie Curie project will focus specifically on fatty acid me tabolism with the challenge being salmon grown on fish oil (FO) and vegetable oil (VO) diets, driven by the following. Fish are the only major dietary source for humans of n-3 highly unsaturated fatty acids (HUFA) including eicosapentaenoic and docosahexae noic acids that are crucial to the health of vertebrates and, with declining fisheries, farmed fish such as Atlantic salmon constitute an increasing proportion of the fish in the human diet. However, the current high use of FO, from feed-grade fisheries, in feeds is not sustainable, and will constrain growth of aquaculture.The only sustainable alternative to fish oils are VO, which are rich in C18 polyunsaturated fatty acids, but devoid of the n-3HUFA that are abundant in fish oils. Changes in fatty acid metabolism in salmon induced by VO replacement of FO in diets can have a negative impact on the nutritional quality of the product for the human consumer by altering flesh fatty acid composition. In addition to the development of the diagnostic array, this project
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 'Modification of liposomic nano-carriers: a novel strategy for improved drug-delivery and eradication of bacterial biofilms' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Bacterial biofilms are widespread, both as infections in humans and on devices that have come in contact with infected tissue, and pose a major health and economic burden. Such biofilms are difficult to treat as they present strong resistance to drug delivery, due to a dense, hydrated polysaccharide/protein matrix in which the bacterial communities encase themselves, and from the bacterial membrane itself. Liposomes stabilized by poly(ethylene glycol), PEG moieties, the current gold-standard and most commonly used means of stabilization, are versatile drug-delivery vehicles, but such PEGylation is associated with significant shortcomings, greatly reducing the efficiency of PEGylated liposomes for biofilm treatment. Here we explore a novel strategy to improve such drug delivery and treatment of biofilms. In particular, is it effective? is it efficient? Can it be readily applied both in vitro (for which we have some promising preliminary indications) - as for infected biomedical devices - and, crucially, in vivo? What is the IPR position for future exploitation of this new drug delivery strategy? These questions illustrate the high-risk/high-gain nature of this proposal, and are systematically addressed in this proposal through several inter-related work packages. Success of our project in demonstrating that our novel drug-encapsulating vehicles can efficiently treat and eradicate bacterial biofilm infections would not only have benefits affecting large populations, but also tap into a large drug-delivery market.
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 'Accelerating SUStainable TECHnological trajectories with computational chemistry and machine learning' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

SUSTECH addresses a critical paradox at the heart of modern society: synthetic chemicals have been instrumental in societal advancement in their manifold uses ranging from materials to fertilizers and pharmaceuticals. Yet, they pose escalating risks to human health and environmental sustainability. There is an urgent need to reorient technological development toward safer and more sustainable alternatives. This project aims to generate a comprehensive understanding of the technological pathways that lead to the commercialization of hazardous compounds to inform policy-makers how to redirect innovation in ways that align with societal and environmental well-being. SUSTECH investigates the decision-making processes and incentive structures that drive the development and the market approval of hazardous compounds to identify potentially misguided incentives. The interdisciplinary project integrates methodologies from computational chemistry and machine learning, with frameworks rooted in the economics of innovation. SUSTECH forecasts various characteristics, including toxicity profiles, of molecular structures disclosed in archival sources such as patents, linking these to related innovation activities and underlying incentives. This approach offers a robust foundation for evidence-based policy interventions. Moreover, SUSTECH will craft predictive tools for early hazard assessment in the innovation process, with key data and algorithms accessible via an open platform. The potential impact is immense: informing regulatory approaches to steer early-stage innovation towards sustainability. SUSTECH represents a paradigm shift, applying predictive chemistry methods to address this challenge. The PIs are leaders with complementary expertise: predictive algorithms using molecula
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 'Efficient modelling algorithms for UMTS network optimisation' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The objective of the OPTIMISM proposal is to create novel methods enabling efficient and fast optimisation of 3G radio networks applying WCDMA technology. Proper cellular network optimisation plays a key role in radio network, whilst minimizing the operator expenditures required for equipment purchases.This is especially important in view of present operators situation in Europe, where they spent billions of Euros on licences and thus costs reduction must be now made. The PROPOSER is going to focus on the key problems in CDMA network optimisation, i.e.: definition of the appropriate cost function, its complexity and need of efficient evaluation, the very large number of dimensions that must be optimised simultaneously as well as selection of proper optimisation strategies.The chief idea behind the method for efficient cost function evaluation established already by the PROPOSER consists of transforming the original problem, into a reduced one, which is solved without loss of accuracy. This approach provides a tremendous reduction of the computational complexity (by a factor of about 10 to 100 times). All transformations and calculations shall be made analytically implementing the optimisation strategy, which seems to be the strength and advantage of this concept.The PROPOSER is going to develop this method during his fellowship at King's College London in order to develop a complete optimisation methodology for efficient and precise trimming of the main parameters of the radio network. After completion of theoretical studies an effective numerical implementation of the developed algorithms shall be performed.This research will provide the network planning tool vendors with new concepts for more efficient and useful optimisation software and the 3G operators the chance 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Strategies for Competence Integration and Lifelong Learning in European Destinations. Female migrant healthcare workers in Scandinavia.' (SCILLED).

assistant: **Innovation**

For several decades, Europe has been investing substantial efforts to boost national, institutional and individual engagement in education and training for adults aged 25-64, also referred to as lifelong learning (from now 'LLL'), to drive sustainable growth and to build a more inclusive society. However, the majority of European contexts has neither reached nor approached the set threshold of aspired lifelong learners, which had been defined in the light of the constantly changing demands on the labour market. Accordingly, LLL in general, and high-quality, timely, tailor-made opportunities for on-the-job training in particular have been declared one of the top priorities for the strategic 2030-goals within the European Education Area.On this account, the SCILLED project questions how (professional) LLL is planned, practiced and experienced in one of the largest and most profoundly transforming industries worldwide: the healthcare sector. This research concern has been put in the context of gender and migration studies and is thus exemplified with the case of female migrant healthcare workers, key resources in the contemporary European socio-demographic and political landscape.SCILLED has been projected as a multi-site, pluri-instrumental research in 3 Scandinavian countries that are considered at the vanguard of LLL governance. It uses thus both, qualitative and quantitative data, to bridge the national, institutional and individual perspective on lifelong and lifewide professional adult training in Denmark, Norway and Sweden. The SCILLED research design provides for a replicable pilot study that builds on a holistic view of LLL linking academic and non-academic fields of work. In this vein, project findings will be exploited through a co-created podcast series that in
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 'Bundling sustainable energy investments for GIrona´s municipalities' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Girona’s municipalities are mainly small so lack the technical or financial capacity to carry out ISE on their own. BEenerGI will support these municipalities from technical, legal and financial points of view. So in the next three years 6.48 MEUR of investments will be mobilized to increase energy efficiency in street lighting in 65 municipalities and 9.40 MEUR will be mobilized in energy efficiency investments in 85 public buildings. BEenerGI specific objectives are: launching sustainable energy investments to strengthen innovative organisational models, establishing and promoting a new funding scheme, capacity building among all key actors involved and final beneficiaries, opening access to energy consumption data and communication of results across Europe. BEenerGI is innovative both for the organisation of project development assistance (PDA) and for its proposed financial engineering. Regarding PDA innovation, the project will join investments in at least 15 packages in order to make them bankable. Regarding the innovation of the proposed financing engineering, BEenerGI will encourage contracts between municipalities and ESCOs or Small and Medium Enterprises-Micro-ESCOs Local energy sector SMEs (local maintainers, local energy suppliers,..). In some cases, Ddgi will give a subsidy of 2 MEUR to municipalities (during the whole period) to make the planned investments in public buildings bankable and to decrease the payback of these investments.  BEenerGI foresees using the monitoring system for energetic consumption already installed in Covenant municipalities as a monitoring tool to evaluate the impact and results of the project. BEenerGI will disseminate its results among Covenant Coordinators or other local authorities that want to replicate these innovative orga
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 'Thermal imaging of nano and atomic-scale dissipation in quantum states of matter' (ThermoQuantumImage), addressing dissemination and exploitation.

assistant: **Impact**

Energy dissipation is a fundamental process governing the dynamics of physical, chemical and biological systems and is of major importance in condensed matter physics where scattering, loss of quantum information, and even breakdown of topological protection are deeply linked to intricate details of how and where the dissipation occurs. But despite its vital importance, dissipation is currently not a readily measurable microscopic quantity. The aim of this proposal is to launch a new discipline of nanoscale dissipation imaging and spectroscopy and to apply it to study of quantum systems and novel states of matter. The proposed scanning thermal microscopy will be revolutionary in three aspects: the first-ever cryogenic thermal imaging; improvement of thermal sensitivity by five orders of magnitude over the state of the art; and imaging and spectroscopy of dissipation of single atomic defects. We will develop a superconducting quantum interference nano-thermometer on the apex of a sharp tip which will provide non-contact non-invasive low-temperature scanning thermal microscopy with unprecedented target sensitivity of 100 nK/Hz1/2 at 4 K. These advances will enable hitherto impossible direct thermal imaging of the most elemental processes such as phonon emission from a single atomic defect due to inelastic electron scattering, relaxation mechanisms in topological surface and edge states, and variation in dissipation in individual quantum dots due to single electron changes in their occupation. We will utilize this trailblazing tool to uncover nanoscale processes that lead to energy dissipation in novel systems including resonant quasi-bound edge states in graphene, helical surface states in topological insulators, and chiral anomaly in Weyl semimetals, and to provide groun
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 'Attosecond Electron Processes in Solids' to be submitted under Seventh Framework.

assistant: **Abstract**

Electronic population transfer in solids constitutes the core of modern silicon based technology and is thus the cornerstone of machine intelligence and communication technology. Since the discovery of the semiconductor’s ability to rectify electric currents in 1874 the quest for a general understanding of the micro- and macroscopic behavior of electricity has driven efforts in basic science and industry.Solid materials and their physical properties are the result of a given structural and electronic configuration that both are dictated by the collective interplay between a number of individual particles. Experimentally, structure information is routinely achieved by a variety of diffraction technologies. In contrast to that, the temporal characteristics of electronic processes are subject to speculations since their evolution acts out in attoseconds (10^-18 s), the natural timescale of electronic mechanisms and way beyond the temporal resolution of established techniques.In the past decade attosecond physics had an impressive impact on basic research and demonstrated its potential to time resolve electron dynamics in a variety of target systems. So far, investigations have been carried out in atoms, molecules and on the surface of solid samples and the results that have been achieved owing to the unprecedented temporal resolution have triggered extensive theoretical efforts to extend the predictive value of the current models for light-matter interaction and intra-atomic electron dynamics.The proposed project will apply the tools of attosecond metrology developed in the past years to electronic processes inside solids thus opening a completely new field of science. The proposed efforts set out to investigate electron dynamics unfolding in the inner of bulk material wit
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 'Multimedia Analysis and Correlation Engine for Organised Crime Prevention and Investigation' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

MAGNETO addresses significant needs of law enforcement agencies (LEAs) in their fight against terrorism and organised crime, related to the massive volumes, heterogeneity and fragmentation of the data that officers have to analyse for the prevention, investigation and prosecution of criminal offences. These needs have been identified after consulting with eleven different European LEAs –members of the MAGNETO consortium. In response, MAGNETO empowers LEAs with superior crime analysis, prevention and investigation capabilities, by researching and providing tailored solutions and tools based on sophisticated knowledge representation, advanced semantic reasoning and augmented intelligence, well integrated in a common, modular platform with open interfaces. By using the MAGNETO platform, LEAs will have unparalleled abilities to fuse and analyse multiple massive heterogeneous data sources, uncover hidden relationships among data items, compute trends for the evolution of security incidents, ultimately (and at a faster pace) reaching solid evidence that can be used in Court, gaining also better awareness and understanding of current or past security-related situations. In parallel, MAGNETO will spark an ecosystem of third-party solution providers benefiting from its open, modular and reusable architectural framework and standard interfaces.To achieve these objectives, MAGNETO will test and demonstrate its developments on five representative and complementary use cases (types of crime), under real-life operational conditions in the facilities of eleven different LEAs, keeping them continuously in the production loop, adopting an agile implementation methodology and a multi-disciplinary scientific approach, combining researchers with exceptional track records, officers with top