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: Compose a compelling abstract for 'pLatform for Analysis of Resilient and secUre Software' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

LAZARUS is a three-year research and innovation project that aims to heal many of the security issues that befall modern software during its development lifecycle. The recently introduced area of DevSecOps - in medium to large companies - unfortunately lacks automated security tools, while most existing solutions are targeting only one narrow step of the SDLC process but miss a much needed holistic overview of the global security solution. LAZARUS innovates by intervening in multiple steps of the SDLC, performing targeted security checks and collecting valuable information and intelligence from each step, and exploiting advanced ML and AI methods to convert this intelligence into actionable insights and recommendations. The main innovations of LAZARUS are illustrated in the figure below. Moreover, we provide advanced features for developers, that employing our tools would be able to deploy more intelligent and distributed solutions through dedicated APIs. LAZARUS follows an open-source approach for the core functionality, which is supported by a realistic and viable business model for the sustainability and further exploitation of the project after it reaches the end of this financing phase. To validate the efficacy of the project outcomes we have secured two exciting real-world, diverse, pilots in two very different and demanding sectors.


**Keywords:** Self-healing, automated vulnerability identification, vulnerability patching
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 Seventh Framework proposal on 'European Inter-Disciplinary Research on Intelligent Cargo for Efficient, Safe and Environment-friendly Logistics'.

assistant: **Concept**

EURIDICE is an Integrating project that will create the necessary concepts, technological solutions and business models to establish an information services platform centred on the context of individual cargo items and their interaction with the surrounding environment and the types of users. The EURIDICE platform will simultaneously improve the logistics, business processes and public policy aspects of freight transportation, by dynamically combining services at different levels: Immediate proximity of a RFID tagged cargo item, mobile users and vehicle services; Producer Shipper and Carrier Supply chain including qualification, handling and routing; Freight corridor, represented by authority and infrastructure services including authorisation, security and safety control. The EURIDICE platform will support 'on the fly' combination of services between user, context and cargo improving and integrating a number of advanced technologies, including: Service-oriented architectures incorporating mobile technologies, interoperability between heterogeneous environments and advanced security features: semantic web and domain ontologies, for automated discovery of services associated to any specific cargo item, context and user request; advanced context technologies, for combination of item, vehicle and user IDs with automatically detected conditions like, e.g., position and status of cargo; distributed intelligent agents, for optimisation, anomaly and threat detection (alerting) and decisions support. The beneficiaries of the EURIDICE platform will be a variety of private and public sector including: industrial companies, for proactive, real-time 'bottom-up'  monitoring of goods, logistic services providers, for synchronization of schedules across multi-modal routes, public auth
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 'A multidisciplinary approach to the identification of herring (Clupea Harengus L.) stock components West of the British isles using biological tags and genetic markers' (WESTHER), addressing dissemination and exploitation.

assistant: **Impact**

Herring are important in EU commercial fisheries. They are highly migratory and it is not uncommon for them to be caught in management areas outside their area of origin. Assessment of stocks under these circumstances is problematic. We aim to describe the inter-relationships of herring stocks to the west of the British Isles through a combination of traditional and novel biological tools and multivariate statistical techniques, to provide a framework for discriminating between stocks.Our research, therefore, aims to provide an unambiguous classification of herring in the catch, such that they can be assigned to their areas of origin. This will provide the basis for a sound assessment for the management and the conservation of biodiversity.ObjectivesWESTHER's goal is to describe the structure of herring stocks in western European waters, distributed from the Celtic Sea to the north-west of Scotland.
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 'Conservation of the structure and function of genes regulating development of the peripheral nervous system in insects' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

Research objectives and content achaete and scute encode bHLH transcription factors, and confer neural potential to cells. In Drosophila they are expressed in specific stereotyped sites, where each of the sensory bristles of the peripheral nervous system are formed. Several negatively and positively acting upstream regulators acting through specific cis-regulatory enhancer sequences ensure the spatial pattern of achaete and scute. My purpose is to study the structure and expression of achaete and scute homologues in a primitive insect, Oncopeltus fasciatus. Here the bristle pattern is extremely simple, consisting of spaced and randomly positioned bristles. For such a pattern it is not necessary to postulate numerous upstream regulators nor complex regulatory sequences. I aim to isolate homologues of achaete and scute as well as some of the upstream regulators and examine their expression patterns by in situ hybridisation. Training content (objective, benefit and expected impact) In the general environment of the IGBMC, I expect to gain a broad scientific culture. From the host group I will learn the main concepts of developmental biology, molecular biology and genetics. Collaborations with the groups of Juan Modolell in Madrid (CEE network no. ERBCHRX-CT94-0692) and groups working in nervous system development in birds and fish (CEE network no. ERB-FMRX-CT96-0065) will further extend my training. Links with industry / industrial relevance (22) None
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 Fifth Framework proposal on 'Spatial indicators for european nature conservation (SPIN)'.

assistant: **Innovation**

The proposed project is focused on the development and testing of a coherent spatial indicator system based on multisensor satellite data and GIS to accomplish monitoring and management tasks in the context of NATURA2000. Spatial indicators will be derived either directly from imagery or from habitat and land cover maps based on advanced classifications methods. Indicators will assess fragmentation, spatial distribution and neighbourhood relations of key habitats. The ecological significance of indicators will be investigated through the relationship to functional (abiotic) landscape conditions and biodiversity data on the species level. The transfer of results into practical decision making tools will be assured through the development of an operational GIS. Users addressed are regional environmental authorities, forest departments, an environmental information centre and the European Environmental Agency.
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 'Gestures in Tangible User Interfaces' (GETUI), addressing dissemination and exploitation.

assistant: **Impact**

GETUI investigates through user studies the use of gestures in interaction with Tangible User Interfaces (TUIs) in the context of technology-based assessment (TBA) of collaborative and complex problem solving skills. Collaborative problem solving is defined as the capacity to recognise the perspective of other people in a group, participate, contribute knowledge, recognise the need for contributions and build knowledge and understanding as member on a collaborative setting (Ras et al. 2013). Most of the research in TBA of collaborative problem solving skills dealt with the improvement of assessment of traditional skills. However, the focus should be on the so-called 21st Century skills: CPS, creativity, critical thinking, learning to learn, decision-making. Ras et al. (2013) state that for many challenges in TBA, ICT are the solution to assess 21st Century skills, but also the problem, as scientific knowledge about how assessment models need to be adapted as well as practical knowledge about how to create more authentic problem situations with future assessment tools are lacking. Until now there is no TUI that has been systematically used and evaluated in the context of TBA. Moreover, in TBA, gestures on TUIs have not been yet explored. Thus not only is the research of TUI as an assessment construct a new research field, but also the dimension of gestures makes GETUI an innovative and timely project. This interdisciplenary research will not only fill the gap of scientific knowledge, but will also have an impact at a European level creating new instruments for assessing 21st Century skills based on capturing behavioural indices of human-computer and human-human interactions in collaborative TBA situations. Ras E, Maquil V, Foulonneau M, Latour T (2013) Empirical studies
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 'Tree seedling production and management of plantation forests' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The main objectives of the project are as follows :* To increase information on the performance and management of planted trees.* To improve management and increase production of those African production systems that contain planted trees.* To establish smoothly working networks among the African researchers and between African and European researchers in the fields of nursery production, plantation management, and growth and yield.* To improve the professional skill of the African researchers in the partner organizations in Tanzania, Kenya, Zambia, Zimbabwe and Namibia.Expected OutcomeThe outcomes of the project are as follows :* New information in the form of research reports on small-scale tree seedling production for agroforestry, silvipastoral and argo-silvipastoral systems. * Yield information in the form of research reports and simulation programs, for the comparison of management alternatives of tree plantations;* Technical tools (simulation programs, optimization models, expert systems, and decision support systems) for supporting improved species selection and plantation management.The main activities are :* Coordination and concertation including : annual meetings and related activities; coordination visits; workshops of research teams; monitoring and evaluation.* Training and staff exchange including a total of ten two- to three-month visits to another partner organization.* Empirical studies on : nursery practices; species selection; growth and yield; agroforestry, silvipastoral and agrosilvipastoral systems.* Development of decision support including : simulation programs; optimization models; expert system for species selection and plantation establishment; decision support system for plantation management.
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 'Rapid stroke marker detection via immunosensors utilising labeless electrochemical and resonant mass detection, step 2 of EXAW-1999-01799' in the context of a Fifth Framework call.

assistant: **Objectives**

Stroke is the third most common cause of death and the leading cause of morbidity and long-term disability. The use of thrombolytic therapy such as that of tissue plasminogen activator MUST be administered within three hours of stroke onset to be effective in reversal/reduction of stroke injury. The objective of this project is to develop an individually addressable array of labeless affinity biosensors for the rapid detection of biochemical and neurochemical markers for stroke, facilitating the rapid diagnosis essential for introduction of thrombolytic therapy. Labeless affinity sensors integrated with sample manipulation on a disposable microsystem platform address the problem associated with rapid diagnosis of stroke by allowing cost-effective (typically 10 EURO), rapid (in minutes), specific (using novel monoclonal antibodies and aptamers) and sensitive (ng-pg/ml), detection of stroke markers for use at the point-of-care.
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 Fifth Framework proposal for the project 'Strategies and dynamic of life technology sme's' in israel'.

assistant: **Objectives**

Understand through Israel context and from a SMEs' perspective, factors and reasons at various levels (macro, meso, micro) that explain time and size discrepancies of Israel high tech success in life technologies vs information technologies. Analyze possible impact of bioinformatic.
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 'The socio-economic impact of regional management of the Irish Sea nephrops and whitefish fisheries on profitability and employment in coastal communities.' in the context of a Fourth Framework call.

assistant: **Objectives**

The purpose of this study is to examine the effects of a common regional management regime in the Irish Sea on the nephrops and whitefish fisheries and the coastal communities, which derive part of their income from these fisheries.From an effective management regime, the rejuvenation of these two fisheries may be envisaged. Such a regime will necessarily impose costs and benefits which it is the purpose of the study to identify from the application of models developed in an earlier study and their synthesis into a single entity.It will be understood that a common management regime for the region may also result in redistribution of costs and benefits and that this redistribution may or may not be desirable. Another objective of the study will be to identify and if possible quantify these effects. From this it may be possible to encourage those seen as desirable and to provide countermeasures for those that are not.The objectives therefore are:1. To identify a management regime likely to be effective as a means of regional management of the Irish Sea,2. To synthesise the existing, bio-economic models of the Irish Sea and to apply them in restricted form to the nephrops and whitefish fisheries,3. To quantify the distribution and redistribution of costs and benefits,4. Using the Irish Sea nephrops and whitefish fisheries as an example, to show the benefits which can be obtained by restoring the rate of fishing, from its present excessive level as nearly as possible to an optimal level.The study will cover the area of the Irish Sea Ices Area VIIA north of Latitude 53 degrees North. The part of the Irish Sea Ices Area VIIA south of this line is relatively barren except the extreme south, which in most respects is part of the Celtic Sea fishery.
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 'Recurring Elements of Modern Facades (1960–1990). Foundations for the Conservation of High-Tech Modernism.', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

High-Tech architecture made use of standardized, serial components whose characteristics were meticulously described in technical specifications. The scope of this historic information is almost unmanageable, the analogue sources are increasingly difficult to access. The challenge of quantity is mirrored by the scale of the built structures, constraining the possibilities of thorough building investigation. As a result, these building elements are often replaced during renovation before they could be acknowledged, evaluated, and possibly preserved.What if, based on a few geometric details recorded on site, one could identify standardized building products semi-automatically and make use of the historic knowledge by integrating both into Historic Building Information Models?The method I aim to develop will first target window frames manufactured between 1960 to 1990 in Germany. A close historic reading of hitherto neglected sources will produce a thesaurus, mapping technological development, production, and distribution. In this process, the analogue archival material will be digitalized, structuring both geometric and alphanumeric information. A second work package will develop sophisticated 3D scanning techniques for documentation and comparative analysis of similar facade elements. Parallel, existent conditions of the case studies will be evaluated in relation to standards of conservation and retrofitting. The outcome of these steps will be implemented iteratively into a graph database for efficient matching of 3D scans with information of historic building products, finally leading to semi-automatic identification.The resulting digital repository will for the first time allow for a comprehensive overview and understanding of windows in High-Tech architecture. Innovat
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 Sixth Framework proposal on 'Practical Regional Innovation Policy in Action - The Efficient Tools for Regional Catching-up in New Member States'.

assistant: **Concept**

In ProAct four old and for new member states of the EU (Austria, Denmark, Netherlands, UK, Czech Republic, Hungary, Poland and Slovakia) join forces in search of best practice of regional innovation policy implementation. The main analytical method is the process of benchmarking in order to summarise the effective tools and methods of regional innovation policy implementation and to explore coordination possibilities between the developed and less developed EU regions innovation policy in general and between the ProAct consortia members in particular. In the project we would like to :(i) Identify the links between regional needs and regional innovation policy formation (ii) Identify and disseminate benchmarks of regional innovation policy implementation (iii) Analyze international relationships of the regions and draw a joint declaration showing concrete steps of how the regional policy makers would like to use the project results in the near future (iv) Publish a book and present the benchmarks for regional innovation policy implementation as well as examples of best practice. Two international thematic workshops and an international conference will be organised. The workshop topics are: regional innovation policy, implementation processes and best regional innovation policy practices. The conference will make a wider publicity of the ProAct network and the book, which summarises the benchmarks as well as the cases of policy practice. Besides, a project website will also be maintained from the second half of the project and a targeted Internet-based communication is also envisaged, in which the ProAct consortia would like to rely on the Innovating Regions network, the ERAWATCH initiative as well as the National Contact Points and other related policy centres.