RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'European Hot Laboratories Research Capacities and Needs (HOTLAB)' to be submitted under Sixth Framework.

assistant: **Abstract**

The general objective is to assess the European of hot laboratories capacity and its aptitude for supporting the nuclear industrial and research community both at present and in the future. The ultimate goal is to preserve appropriate nuclear research infrastructure in Europe by combining the best available competences at the highest quality. The present HOTLAB project is to be looked at as a first step in the integration process. It will inventory the present research capabilities, in the form of an internet based highly dynamic permanent database, including the inter-laboratory transport facilities as well. An assessment of the present and future needs of nuclear research in terms of infrastructure facilities will complete the basis to build upon a common strategy for durable integration in the longer term.
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 'An experiment for use case in capturing user expectations in software development projects' to be submitted under Fourth Framework.

assistant: **Abstract**

The Jacobson's Use Cases methodology will be employed for capturing user expectations and preliminary requirements in the specific context of the initial phases of an iterative development process which is object-oriented and reuse-oriented. The main objective of the experiment is the introduction of this methodology in Sodalia and the evaluation of its effectiveness with respect to a more traditional and less formal approach in the domain in which Sodalia operates.THE EXPERIMENTSodalia will tailor its Guidelines for Use Case in User Expectations Gathering" into an experimental plan to exercise procedures for Use Cases in the context of the expectations and early user requirements phase for the IDNM (Integrated Data Network Management) project of Telecom Italia. An existing development team will employ the Use Case methodology to the IDNM project, making comparison against their own past experiences with a traditional methodology (i.e. contrasting the situation to the existing development process). The Sodalia IDNM project is related to the IDNM product development program, that is an integral part of IT2000 initiative of Telecom Italia and is intended to increase the level of automation of key processes in the management and operation of heterogeneous data networks in order to support the Divisione Clienti Business (DCB) of Telecom Italia in the Customer Network Management area. The experiment will be structured to openly solicit interactions with the client marketing domain experts at Telecom Italia. Sodalia employs 250 people.EXPECTED IMPACT AND EXPERIENCEAt the end of the experiment, all concerned participants - customers, requirements team members, and requirements users - will be involved in a survey to qualitatively judge success of the methodology: whether the e
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 'EXTended Model of  Organic Semiconductors' (EXTMOS), addressing dissemination and exploitation.

assistant: **Impact**

EXTMOS’ main objective is to create a materials model and the related user friendly code that will focus on charge transport in doped organic semiconductors. Its aims are (i) to reduce the time to market of(a) multilayer organic light emitting devices, OLEDs, with predictable efficiencies and long lifetimes (b) organic thin film transistors and circuits with fast operation.(ii) to reduce production costs of organic devices by enabling a fully solution processed technology.Development costs and times will be lowered by identifying dopants that provide good device performance, reducing the number of dopant molecules that need to be synthesized and the materials required for trial devices.(iii) to reduce design costs at circuit level through an integrated model linking molecular design to circuit operation.  Screening imposes the following requirements from the model1. An improved understanding of dopant/host interactions at the molecular level. Doping efficiencies need to be increased to give better conducting materials. For OLEDs, dopants should not absorb visible light that lowers output nor ultraviolet light that can cause degradation.2. An ability to interpret experimental measurements used to identify the best dopants.3. The possibility of designing dopants that are cheap and (photo)chemically robust and whose synthesis results in fewer unwanted impurities, and that are less prone to clustering. The EXTMOS model is at the discrete mesoscopic level with embedded microscopic electronic structure and molecular packing calculations. Modules at the continuum and circuit levels are an integral part of the model. It will be validated by measurements on single and multiple layer devices and circuits and exploited by 2 industrial end users and 2 software vendors. US input is
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 'Predicting extinction risk in declining species: The role of behavioral and ecological traits' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Understanding and predicting the response of animal populations to anthropogenic activity is a major challenge in biodiversity conservation. Species are not equally affected by habitat loss and degradation. However, our current understanding of what makes some species more vulnerable than others is fragmentary, and we have limited tools to use that information for the management and assessment of imperiled populations. Identifying life history, ecological, and behavioral (LEB) traits associated with vulnerability could significantly improve conservation efforts by prioritizing research and encouraging proactive actions. Similarly, generating population models that explicitly consider these key traits and their interactions will strengthen our ability to assess and manage populations at risk. This study will address both of these needs. First, we will conduct a comprehensive comparative study of the families Felidae, Canidae, and Ursidae to reveal the relationship between widespread LEB traits, demography and vulnerability. These families are an ideal surrogate group to address this question because they are well-studied (with many spatial and temporal replicate studies) and encompass a diversity of vulnerability statuses, threats, and life histories. Secondly, we will identify functional relationships, interactions and trade-offs between key LEB traits and demographic parameters. Finally, we will integrate these functional relationships into LEB-explicit models. Anticipated results will advance conservation theory and practice in several ways. Understanding common vulnerability traits will encourage more effective and proactive management, and could help prioritize research by focusing the initial collection of data on the key traits. Defining functional relationships 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: Describe how 'Precise, Rapid and Scalable Proteomics Solutions for Archaeology, Ecology, Wildlife Forensics and Food-chain Authentication' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Taxonomic identification of tiny organic samples using proteins (proteomics) has major, but only partially realised, potential in archaeology, ecology, wildlife forensics and food-chain authentication. It is a cost-effective and minimally destructive alternative to DNA analysis that can be applied even when DNA is not preserved. However, the most widespread method, known as ‘zooarchaeology by mass spectrometry’ (ZooMS) or peptide mass fingerprinting, cannot differentiate some taxa of major historical and ecological significance. Contaminated and mixed samples are also poorly resolved by ZooMS. Yet existing alternative methods are comparatively slow and expensive, even when optimised. The PReciSe project will develop a new proteomics approach to taxonomic identification that is fast, cheap, precise, reliable and realistically scalable to sample batches of varying size. The method will combine the speed and simplicity of ZooMS with the discriminating power of more complex techniques. It will immediately solve archaeological and ecological problems (extending to wildlife forensics in the case of endangered species) through the implementation of a research and commercial service at the National Laboratory for Age Determination in Trondheim. Moreover, by transferring innovations to industrial partners, environmental agencies and public health organisations, it will ultimately provide an alternative for quick and inexpensive supply-chain verification of aquaculture and livestock feeds – in order to exclude species that may be unsustainably sourced (e.g. in fishmeal) or potentially harmful (e.g. ruminant byproducts). Applications of the innovation will range from archaeological discoveries, to revealing the past and present sustainability of life in the oceans, to enhancing gl
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 'Hybrid Variable Geometry Ejector Cooling and Heating System for Buildings Driven by Solar and Biomass Heat' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The Hybrid – BioVGE project has the primary objective of developing and demonstrating a highly integrated solar/biomass hybrid air conditioning system for space cooling and heating of residential and commercial buildings that is affordable, operating with improved efficiency and reduced need for maintenance. The proposed system will be driven by heat, using two renewable energy resources: solar thermal and biomass. Only a small amount of electricity will be needed for the circulation pumps and the control system (less than 5% of the total needs). Thus, it is expected that 95% of the building thermal load will be satisfied by renewable energy. The Hybrid-BioVGE project is a cooperation of seven key research institutions and companies of the required trans-disciplinary approach.The proposed system will be composed by a number of major components, including solar collector field, biomass boiler, thermal energy storage unit using PCM, thermally driven variable geometry ejector chiller, heat distribution and intelligent integrated control system. The Hybrid – BioVGE system represents innovative solutions at both component and system levels. Component level innovations include e.g. the application low cost solar collectors, high performance variable geometry ejector chiller, multi-fuel biomass boiler. At the system level, innovation effort will be carried out in order to reduce system complexity and to develop an intelligent energy monitoring and control unit that will lead to efficient operation of its components, with reduced cost and little need for interference by the end user. The potential of the proposed technology will be demonstrated by testing three small scale prototypes, adequate for residential and small commercial buildings, under different European climatic con
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 'iSPEAK: a Natural Language Processing Study in youth with subclinical psychotic experiences', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Up to one fifth of young people report that they have experienced unusual perceptual experiences, thoughts or beliefs. These experiences (which we call Psychotic Experiences or PE) can take the form of hearing voices or seeing visions or feeling paranoid or believing things that are not true. As part of my ERC Consolidator Award (iHEAR), I and my team have learned a great deal more about these experiences and what they mean for young people. We know that these experiences can be transitory in most cases but that in some young people they recur throughout adolescence and adulthood. We know that, for some young people, these experiences can be associated with poor functioning and poorer mental health but for others they are not pathological. We have identified the need for an instrument that can differentiate between pathological and non-pathological psychotic experiences. This will support early risk screening and development of interventions among those who experience PE. We propose to search for natural language patterns within self-reported PE that are associated with high and low levels of mental ill-health. Our hypothesis is that young people’s  first person account of their experiences are likely to contain natural language phrases that could be used to differentiate between PEs that occur in the context of mental ill-health are likely to require intervention and those that do not. Knowledge of natural language patterns for PE would be a valuable step in improving assessment tools in clinical practice. Additionally this could be a valuable new resource for digital tools and e-Health which is a growing area for mental health.
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 'Automated Vulnerability Detection in Software Development Using AI Techniques' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

In today's software development problematic become new security threats that always appearing. To combat this, we can integrate penetration testing right into the development framework. With penetration testing, we can make the program mimic an attacker and simulate several different ways an attacker would try to breach the system. This gives us some immediate and valuable feedback on the system's potential weaknesses. Even when we use additional tools to do the actual pen testing, we can still derive value from doing them in the development framework. These ""tests"" are also valuable based in real time. The project aims to ensure more effectively uncover software vulnerabilities by combining static and symbolic analysis with artificial intelligence (AI) advances. The project objectives: 1.to analyse existing practices on minimizing positives and enhance method efficiency by harnessing AI capabilities, for results to decrease Cybersecurity problems.2.to develop an AI-based model that improves bug detection accuracy by efficiently integrating symbolic execution with static analysis. 3.to develop AI based prototype on static and symbolic analysis improving penetration testing accuracy. AI-powered prototype will enhance current techniques by improving the resource-intensive symbolic execution process and minimizing false positives, which are frequently linked to static analysis. While current AI tools typically handle either symbolic analysis or static analysis, the AI model we will develop will cover both of them. AISSAM promises more comprehensive problem finding tool than either kind of analysis can deliver on its own. Technological impact will be made on up to 20 SME’s and will significantly increase efficiency of bug detection accuracy by efficiently integrating symb
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 2020 proposal on 'Exo- endocytosis cycle of individual synaptic vesicles in synapses and hemi-synapses'.

assistant: **Concept**

Neurotransmitters are released by exocytosis of synaptic vesicles at the presynaptic terminal. After exocytosis, vesicular components are retrieved by endocytosis for maintaining efficient synaptic transmission. The mechanism of vesicle fusion and retrieval has been subjected to intense interest but also fierce debate for the last 40 years. Several modes of synaptic vesicle cycling have been described that rely on distinct kinetics, associated proteins and spatial organisation of the exo- and endocytosis sites. Yet, the mechanisms underlying endocytosis initiation and coupling to exocytosis are still largely unknown because the detailed dissection of single vesicle recycling remains a major challenge. Using live imaging techniques and protocols to detect fusion pore opening directly, the fate of vesicle proteins at the plasma membrane will be monitored during synaptic vesicle cycling in synapses and hemi-synapses of cultured hippocampal neurons. I will test the relative contribution of each mode of exo-endocytosis during synaptic activity. Additionally, the favourable geometry of the new hemi-synapse model will allow high resolution mapping of the presynaptic exo- and endocytosis sites. Correlating the organization of exocytosis and endocytosis sites with the location of key proteins such as calcium channels and scaffold proteins will reveal the functional microarchitecture of the presynaptic nerve terminal. Overall, this project will provide new insights into the mechanisms of exo-endocytosis cycle of individual synaptic vesicles.
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 'Monetary and fiscal policy with incomplete markets' (MFPIM) targeting Sixth Framework.

assistant: **Abstract**

General equilibrium models become the standard tool for analyzing optimal monetary policy actions. The dominant modelling approach in the study of monetary economies has been to assume that markets are complete.Complete markets are an idealization that agents can trade all commodities on future states of the environment. The implications for authority policies are quite different in models with incomplete markets. We propose to develop a model able to capture these markets imperfections and be actually used by policy makers.
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 'Alginor`s Ocean Refining Total utilizing technology' (AORTA), addressing dissemination and exploitation.

assistant: **Impact**

Alginor will carry out a feasibility study on its innovative AORTA technology for sustainable utilization of seaweeds. The feasibility study includes examining the technical- and economic viability, identification of specific technical risks, raw material risks and alternative sources in order to proof the viability of the technology and highlight the economic benefits. The proposal is outlining the need for elaboration of vital commercial elements in a Business Plan, including development of an Organizational and Financial strategy.Alginor will establish a biorefinery for seaweeds based on our highly innovative AORTA technology. The concept aims at total utilization of seaweed by a multiproduct blue biorefinery. The concept achieves cost-advantages through cost-sharing over multiple products such as biopolymers, savoury, bioactive compounds as well as food and feed products. The product portfolio will facilitate new value chains and meet customer demands, especially according to mega-trends within Pharma & API, Health & Nutrition, Food, Biomaterials, Feed, Agro and Chemical industries. Initial focus in the key markets is the need for high-grade powders to the food-, health- and nutrition industries. Higher product yield from an ultra-pure and formula-specific product portfolio improves overall economy of the project. Further, the AORTA concept will increase raw material utilization to ~100% and make utilization of environmental chemicals in the production obsolete.  The planned feasibility study is a step towards minimizing risks during commercialization of the technology. The ultimate business goal is to establish a large scale manufacturing unit (the biorefinery). Risk minimization through first performing a demonstration-plant of smaller scale in order to control pr