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 an executive summary for the EU project 'Leveraging online services to enhance the efficiency and transparency of recycling and trading of metal throughout the EU.' (Schrott24) targeting Horizon 2020.

assistant: **Abstract**

The production of primary raw materials, such as metals, requires widespread and large-scale mining. This involves heavyprocesses and chemicals with harsh labour conditions, substantial transport and pollution emissions. Waste from extractiveprocesses is one of the largest waste streams in the EU (727 million tonnes p.a.), with certain fractions containing highconcentrations of toxic substances including heavy metals. The mining and processing of virgin materials is a leading causeof deforestation and requires huge amounts of energy and water. Furthermore, these processes account for 7% of globalenergy consumption and contribute substantially to carbon emissions. The widespread use of secondary (recycled) rawmaterials is crucial to addressing this global challenge.The European metal recycling industry has the potential to be a major contributor to a sustainable future for the EU.However, it is outdated, offline, and inefficient, leading to low recycling rates even for valuable commodities. The Schrott24Platform is an intelligent online marketplace that digitises and automates large parts of the industry for scrap metal andrecycled metals. It dynamically matches buyers and sellers to optimise outcomes for both parties, aligning the Europeanscrap trading market with the digital single market.We use advanced pricing and matching algorithms, matching the seller of a certain metal scrap, with a certain logistics need,with the most efficient recycling solution. This can be a local scrap yard for a small electrician with 500kg of copper cablewaste, or a specialized aluminium smelter that is in need of a specific alloy in the yard of a scrap dealer unknown to them.With the integration of transport service providers, they are not only matched, but we can facilitate the whole pro
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 'Sustainable mass production of Hermetia illucens in controlled environments to produce protein feeds for aquaculture, poultry and livestock industries.' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Entocycle produce insect-based protein to sustainably supply feed to the aquaculture and livestock industries, replacing environmentally destructive fish and soya meals. Diet shifts and rising populations to 9.5 billion, by 2050, will see meat and fish demand increase by over 70% globally. Agri-food industries need a new sustainable source of protein as current methods of protein feed production will fall short by 60 million tonnes by 2030. Technology for automation of insect-protein production is a key industry priority as current rearing methods are not conducive to industrial scale production. Entocycle combines 150 million years of natural R&D perfection with high tech engineering to mass produce H. illucens, revolutionising the industrial production of insect-protein. Entocycle is building on expertise in H. illucens life cycle optimisation, developing the proprietary technology to efficiently breed and raise the insects in automated modular units, utilising Machine Learning and AI capabilities through partnerships with IBM and the European Space Agency. Entocycle will provide a high quality insect-protein feed to the aquaculture and livestock sector through the bioconversion of organic waste from agri-food industries, 88 million tonnes of which are created annually in Europe alone. Entocycle’s technology converts waste treatment costs into new revenue streams, producing lipids, chitin and fertilizer as by-products. Having partnered with Tesco, Entocycle has secured a direct route to market within their supply chain. During the Phase 1 feasibility study Entocycle will 1) Optimise breeding chamber production efficiency with IBM’s I.o.T, machine learning and AI platforms 2) Develop an IP portfolio, commercialisation and marketing strategies 3) Recruit further industr
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 'Religious Translation, the Catholic Church and Global Media: a study of the products and processes of multilingual dissemination.' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

PIETRA is the first, large-scale, multilingual study of the translation products and processes that underpin communication in global religion. The project focuses on translation practices in the institution of the Catholic Church and the multilingual communication of religious messages against a background of technological change. PIETRA studies an institution with a distinct ideology and a history of multilingualism in order to capture how it has used forms of mass media in its communicative goals. It poses key research questions relating to consistency of message in a large multilingual institution across different languages, cultures and communicative formats. PIETRA analyses the translation processes and products of the Catholic Church across three different media (print, web and social media) and in two different time periods to advance understandings of how multilingual dissemination intersects with technological change and institutional ideology. It significantly expands the study of religious translation from core canonical texts to wider media platforms and multimodal forms of communication, addressing fundamental gaps in the study of the linguistic aspect of online religion. PIETRA combines the latest advances in empirical translation research, data capture and analytics, with sociological and ethnographic investigations to form a model for the analysis of the products and processes of large-scale multilingual dissemination. The innovative methodological design offers a completely new approach to the study of religious translation, on a scale that has not been attempted before. PIETRA introduces four key innovations: it places the issue of language at the heart of discussions of religious communication; it questions the presence of religious translation in a g
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 2020 proposal on 'Transatlantic CPS Summit'.

assistant: **Innovation**

Cyber-physical systems (CPS) are a core enabling technology for securing economic leadership in embedded systems and ICT, having an enormous social and economic importance, and making decisive contributions to societal challenges. The EU and the US face common challenges to push forward the limits of the science for engineering CPS, creating a favorable environment for strategic and pre-competitive collaboration.The Transatlantic CPS Summit is an ambitious 18-month support action with the goal of facilitating and creating an enduring and sustainable collaboration campaign on CPS research and development between Europe and the US. The support action achieves its overall aim by means of:1. Identifying and evaluating possible R&D cooperations between Europe and the US;2. Investigating and promoting implementation of  opportunities for cooperation;3. Preparing a roadmap for R&D cooperation on CPS engineering between the EU and US together with recommendations for action;4. Presenting final results to interested stakeholders (e.g. public bodies, industry, academic researchers) on both sides of the Atlantic.To achieve the above, the project mobilises an outstanding multidisciplinary consortium of 7 EU partners and 5 US partners and brings together recognized CPS researchers across the EU and the US in a series of CPS Summit Workshops.


**Keywords:** embedded systems, system of systems, research community, transatlantic CPS roadmap, recommendations for action
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 'AdaptiveTarget: Accessing haplotype variation at complex loci  with optimized targeting and adaptive sampling'.

assistant: **Objectives**

Genetic variation at resistance loci is crucial for sustained crop yield, given the challenges and increased pest and pathogen pressures resulting from a warming climate. Despite recent advances in massively parallel sequencing, disease resistance loci and other complex genomic regions of great practical, economical and scientific importance remain challenging to study. The severe limitations of current methods pose a major problem for fully understanding and harnessing genetic variation for crop improvement. We will develop AdaptiveTarget as a bioinformatic method based on targeted long-read sequencing, that will allow researchers and breeders to quickly, efficiently and inexpensively obtain population-level  haplotype information for complex genomic regions such as resistance genes and self-incompatibility loci in plants. To explore the innovation potential of our ERC-funded research we will first undertake research to test and validate the project idea. Validation will benefit from known haplotype data for the complex S-locus supergene, produced in the ERC-funded project SuperGenE. To demonstrate the general utility of the method we will apply it to real-world examples consisting of complex loci of agronomic importance. Once the method is validated, we will investigate options for patenting and licensing the method. Our AdaptiveTarget method for fast and efficient targeted sequencing of complex genomic regions could greatly facilitate assessment of genetic variation at complex genomic regions of outstanding scientific, practical and economic interest. Therefore, our method could help drive innovation in several ways, by allowing the development of more efficient methods to conduct precision breeding for disease and pest resistance.
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 2020 proposal on 'ERA-NET for establishing synergies between the Joint Programming on Neurodegenerative Diseases Research and Horizon 2020'.

assistant: **Innovation**

Over 12 million people in Europe suffer from neurodegenerative diseases (ND), yet treatments that prevent or stop the progression of neurodegeneration are still lacking. Tackling this grand challenge requires enhanced coordination of national efforts to accelerate discovery. Such synergies have been created among 28 countries in the pilot EU JPI on Neurodegenerative Disease Research (JPND). JPND has a long standing experience in collaborative action with €75 million of additional national funds being successfully mobilized between 2011 and 2014 to support transnational research programs. The JPND Research Strategy is now ripe for further enhancement in tight coordination with the EC through an ERA-Net Cofund instrument JPco-fuND with an unprecedented commitment of €30 million of national funds associated to a highly incentivizing EC top-up fund. Among the most burning questions, three priority topics have emerged through a consultative process between researchers and JPND members in order to unlock several major issues within ND research: the identification of genetic, epigenetic and environmental risk and protective factors, the development and maintenance of longitudinal cohorts, the creation of advanced experimental models. These are key questions of equal priority to increase understanding of ND mechanisms that will be addressed through a common joint transnational call allowing a significant acceleration of the execution of the JPND research strategy. Moreover, to expand the impact of JPco-fuND, JPND will continue to implement other actions without EU co-funding such as aligning national research strategies, making databases more accessible and interoperable, developing enabling capacities such as supportive infrastructure and platforms, capacity building, educatio
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 'Concept and Approach' section for a Horizon Europe proposal on 'Deep Bayesian Reinforcement Learning -- Unifying Perception, Planning, and Control'.

assistant: **Concept**

For robots to assist humanity in homes, or hospitals, the capability to manipulate diverse objects is imperative. So far, however, robotic manipulation technology has struggled in managing the uncertainty and unstructuredness that characterize human environments.Machine learning is a natural approach -- the robot can adapt to a given scenario, even if it was not programmed to handle it beforehand. Indeed, Deep Reinforcement Learning (deep RL), which has recently led to AI breakthroughs in computer games, has been publicized as the learning-based approach to robotics. To date, however, deep RL studies focused on known and observable systems, where uncertainty was resolved by lengthy trial and error. Quickly learning to act in novel environments, as required for robotics, is not yet within our reach.The crux of the matter is the tight coupling between perception and control under high uncertainty -- the robot must actively reduce uncertainty while also trying to solve the task; for complex and high-dimensional systems, we do not have a suitable algorithmic framework for this.In this proposal, our overarching goal is to: Develop the algorithmic framework of using deep learning in problems that tightly couple perception, planning, and control, for advancing robotic AI to reliably manipulate general objects in unstructured environments.Towards this end, we shall develop neural network representations of uncertainty, and algorithms that estimate uncertainty from data. We will develop theory and algorithms for decision making under uncertainty, bringing in a fresh perspective to the problem based on Bayesian reinforcement learning (Bayes-RL). These advances will allow us to study safety certificates for deep RL, and develop a general and practical methodology for learning-base
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 'Photoactivatable platinum(IV)-diazide complexes: a new generation of platinum-based anticancer agents' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

The ultimate objective of this research work is the preparation and evaluation of novel photoactive platinum(IV)-diazidecomplexes for combating cancer through their photoactivation selectively at the tumour target site. Platinum(II) drugs are now establish ed as effective anti-tumour agents, the archetypal example of these being cisplatin. However, their usefulness is limited by their narrow spectrum of activity (not active enough against several types of cancer), and by the development of acquired resistance after continuous treatment and toxicity (in particular, nephrotoxicity).Thus, several third-generation platinum-based drugs have been prepared and tested, a broad class of these concerning platinum(IV) complexes. Platinum(IV) complexes, compared to their platinum(II) analogues, are extremely inert to substitution reactions and are often more lipophilic. Hence, these complexes have enormous potential as anticancer agents in terms of both high activity and low toxicity, but this potential has not been realized by the drugs investigated to date.This research project is concerned with the synthesis and characterization of new platinum(IV)-diam(m)inediazide derivatives to be evaluated as photoactivatable pro-drugs; in practice, this original approach is intended to facilitate the intra-tumoural activation of platinum(IV)-diam(m)ine derivatives by illumination with visible light to form photolysis products (platinum(II)-diam(m)ine analogues) that irreversibly bind to DNA and are cytotoxic to human cancer cells.This photoactivation strategy should be generally applicable to platinum(IV)-diazide complexes containing a variety of monodentate amino and chelated diamino ligands. The enormous potential impact of this new class of platinum(IV) photochemotherapeutic agent s reli
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 'Understanding DNA interstrand crosslink repair  – the Fanconi anemia pathway and beyond' in the context of a Horizon 2020 call.

assistant: **Objectives**

DNA interstrand crosslinks (ICLs) are toxic DNA lesions that are induced by cancer chemotherapeutics but are also formed endogenously. ICL repair is mostly linked to DNA replication, which complicated the biochemical dissection of this process. The classical ICL repair pathway is the Fanconi anemia pathway, affected in the cancer predisposition syndrome Fanconi anemia (FA). Although the repair mechanism is poorly understood, recent studies have revealed unanticipated insights that now allow us to address key questions. While the FA pathway was long thought to be the only replication-coupled ICL repair pathway, two novel pathways were recently discovered. We described one novel pathway that repairs endogenous ICLs induced by acetaldehyde, a product of alcohol metabolism. However, mechanistic details of this novel pathway are lacking. Other unexplored aspects are the role of the chromatin context and the mutagenic consequences of repair. Here, I will capitalize on my group’s expertise applying a unique biochemical system that recapitulates ICL repair, and combine this with newly developed tools to address these objectives:  1) We will decipher key steps in the FA pathway of ICL repair. We will resolve the roles(s) of the FA core complex and the direct function of FANCI-FANCD2 ubiquitination, a key activating step.  2) We will move into new directions and investigate FA-independent ICL repair pathways. We will determine the molecular mechanism of acetaldehyde ICL repair and investigate the repair mechanisms of other aldehyde-induced ICLs.  3) We will extend our knowledge beyond the direct repair factors by defining chromatin dynamics during ICL repair and determining its role. In addition, we will delineate the mutagenicity of ICL repair to evaluate its consequences.  Thes
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 'Impact of international trade on labour market performance in selected counties of Central Europe: does EU accession matter?' (TRADE-LABOUR-CECS), addressing dissemination and exploitation.

assistant: **Impact**

The submitted research project is supposed to contribute to the ongoing debate on the impact of growing international trade on labour market performance. As trade theory shows, opening of economy entails long term welfare improvement, but in the short run it poses a serious problem of adjustment to changing economic conditions (in terms of production and employment structure, wages or geographical distribution of economic activity). With economy (and labour market in particular) lacking mechanisms of efficient adjustment, the short-run costs related to trade-openness may outweigh long run welfare gains. Submitted project focuses on experience of selected countries of Central Europe (CECs), particularly after their EU accession. CECs offer a very interesting research case from theoretical point of view. Their factor endowment place them in the world’s labour division in the position between highly developed countries and developing countries. As a result – from the point of view of traditional theory of international – exchange with developed countries is supposed to be beneficial for CECs’ labour force, particularly its low-skilled part, while trade with developing countries produces opposite results. In the same time in CECs trade openness is dynamically growing, with intra-industry exchange in particular (vertically differentiated at first, horizontally differentiated in the later stage). Moreover, trade-labour market relationship in Western European countries has been a subject of many in-depth analyses, however rigours analysis for the group of new members is lacking. CECs, with significant share in total EU-27 population, contribute to a large extent to the general EU labour market performance. Moreover, in their case a need for efficient adjustment mechanisms was