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 the concept and methodology overview for 'eProfessional Collaboration Space' under Sixth Framework.

assistant: **Concept**

ECOSPACE targets the conception and development of a Collaborative Working Environment supporting seamless collaboration among knowledge workers, especially eProfessionals.ECOSPACE has 3 main objectives:- The definition of innovative work paradigms through the analysis of eProfessionals and their related organisation.- The design and development of an open standards service-oriented architecture for complementary and alike systems.- A collaboration middleware and services to enable seamless and instant collaboration among knowledge workers in group forming networks, beyond organisational boundaries.- The creation of new tools that simplify the complexity of collaboration in dynamic work environments and which enable users for creative and knowledge intensive tasks.ECOSPACE is deploying a systemic approach built on matrix based organisation with horizontal technology push activities and vertical application pull activities. Vertical validating applications apply a Living Lab approach within 4 application areas. They act as breeding grounds for innovation; they prepare the broad acceptance of the results, and create open business opportunities for new generic or sector-specific products and services.ECOSPACE will result in new working paradigms and metaphors for e-Professionals, a user-centric platform enabling the interoperability of innovative collaboration tools and services. It will empower users to easily build-up and deploy on-demand virtualised and knowledge rich collaborative environments.ECOSPACE objectives are supported by a multidisciplinary and sound consortium which includes, large market players, SMEs, users and professional communities with strong track record in collaborative work and infrastructure, community building, mobile working, visualisation, seman
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 Fourth Framework proposal for the project 'Semi parametric methods in microeconometric analysis and its application to the relationship between education and earnings'.

assistant: **Objectives**

The visit proposed under this fellowship is to improve the ability of Irish applied economists to conduct microeconometric analysis in general, and, in conjunction with young researchers in Maynooth, to apply new semi-parametric methods to analyse the rate of return to education in particular. The intention would be to give a short series of talks to academics and graduate students throughout the greater Dublin area. These would explain microeconometrics from first principles and would culminate in a survey of recent advances in semi-parametric and non-parametric techniques. A couple of applications would be presented and a demonstration of software developed for this purpose would be given. The fellowship would allow time for support of interested local users. The further intention is to have an impact on the technical abilities of as wide a range of applied economists as possible, reflecting the wide applicability of the methodology. In addition, more detailed attention would be given to applying the methods to the question of the impact of education on earnings in conjunction with a team of young applied economists at Maynooth.
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 'CULTURAL SENSITIVITY AND COMPETENCE IN ADOLESCENT MENTAL HEALTH PROMOTION, PREVENTION AND EARLY INTERVENTION', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The proposed support action will promote the exploitation of the results of the R&D project (ICA2-2002-10006). Within this framework, it is dedicated to the priority in the domain of health of the Call for Support Actions in Western Balkan Countries, focusing on the evidence-based mental health interventions in immigrant/refugee youth through community-based participatory approach and knowledge building that are aimed at increasing capacity of both WBC and Member States countries to minimize the adverse consequences of the post-conflict and post-trauma health problems. In view of these objectives the action is primarily dedicated to incorporate appropriate best practices" in the project activities, identified by the systematic review of international research literature to be effective in promoting adolescent mental health in cross-cultural populations and raising cultural awareness. The research will be involved in developing and implementing targeted educational, culturally appropriate information kit for youth and their parents, flexible education and training programme on transcultural and migration issues in youth mental health to be delivered in workshop format, seminars or presentations to mental health service providers, social workers, school counselors and ethnic community members. These actions will contribute to visibility of mental health within the general framework of public health in involved WB countries and will help to develop or adapt policy, local service and institutions to the needs of individuals and families from refugee and immigrant background."
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'A high power sodium/nickel chloride battery for a hybrid electric vehicle (CHEETAH)' (CHEETAH) under Fifth Framework.

assistant: **Objectives**

1 3 Specification Formula for extruded beta-alumina paste 1 3 Extruded tube Thin-walled with one end closed off 2 4 Specification Debonding/firing profile for ceramic tubes 3 5 Qualifying cell test result for monolith Cell performance of extruded ceramic tubes to match iso-pressed equivalents 4 5 Extrusion mould Designed to extrude the cross-sectional shape in Figure 1 4 9 Extruded monolith 25 tubular units with one end closed off 5 9 Specification Debonding/ sintering profile for monolith 6 12 Qualifying cell test result for battery Cell performance of monolith acceptable for battery tests 7 12 Extruded monolith ceramic for battery 150-off products to have passed screening tests 8 15 Thermally insulated battery box Constructed according to Sodium/nickel chloride standard box adapted to suit battery application 8 15 Battery heater (Eberspacher) Adapted to suit battery application 8 15 Battery management system Adapted to suit battery application 9 18 Fully assembled battery High power Sodium/nickel chloride battery consisting of 112 monolithic multitube cells in series 10 23 Battery specification Performance data 11 24 Draft manual on extrusion process Describe details of materials, processes and tooling 11 24 Cost estimate Cost of multitube monolith by extrusion 11 24 Cost estimate Cost of a complete battery system.
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 'Thalamic Control of Sensory Information Selection', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

We perceive the world through a multitude of sensory stimuli simultaneously arriving through our five senses . The appropriate selection and integration of this information is crucial for survival. For instance if you are walking in a busy street while you are talking on your phone, not prioritizing the visual input of a car approaching over the voice on the phone may have fatal consequences. The importance of appropriate sensory selection becomes even more evident in cognitive disorders such as Autism Spectrum Disorders (ASD) or schizophrenia, where individuals are unable to properly filter or process simultaneous channels of sensory inputs. Despite its significance, our knowledge is very limited in understanding the neural mechanisms that allows us to select the  relevant signals amongst myriads of simultaneous inputs.My overarching goal in this project is to reveal neural circuits that allow the selection and processing of the right sensory information in the right context. I will first uncover how the sensory signal flow in a cortex-wide neural network is shaped by different behavioral relevance. Next, I will test whether the higher order thalamic nuclei, LP and Pom, mediate these context-dependent modulations of cortical dynamics. This will be done by using large-scale neural measurements of the dorsal neocortex in combination with rodent behavior and circuit dissection tools to reveal context-dependent cortical dynamics and to dissect underlying neural mechanisms. Findings of this project will reveal differential routing of sensory information across cortical networks and identify key brain regions that are involved in gating of behaviorally relevant sensory information. Furthermore the results and the approach will provide the basis to study circuit dysfunction i
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 'Analysing the implementation of Health financing reform in South Africa and Zambia' under Fourth Framework.

assistant: **Concept**

* Strengthen the implementation of critical financing reforms in South Africa and Zambia, through analysis of these countries' experience.* Through comparative analyses of the two countries, deepen international understanding of the factors mediating the effective implementation of just and rational financing reforms, and so generate appropriate policy recommendations.* Develop generalisable approaches to monitoring the implementation of health financing reforms.* Develop capacity in South African and Zambian Departments/Ministries of Health and university-based research units to evaluate health financing reform.* Foster close long-term collaboration between South African, Zambian and European health research institutions.Expected Outcome* The publication of detailed, country-specific and comparative data, analyses and recommendations.* The publication of the framework used in monitoring the development and implementation of the reforms in focus, with the aim of drawing out appropriate lessons for other low and middle income countries and demonstrating the value of a comprehensive research approach.* The involvement of Departments/Ministries of Health in the research process and in workshops which analyse findings and develop recommendations, and the integration of the activities of the research partners in a balanced way to create a cohesive research team.* The development of new research proposals which include the collaborating partners and researchers from an historically black university in South Africa.Phase 1 will last one year and will be a retrospective evaluation of the evolution of the reforms of focus and of the factors influencing policy development and implementation. It will also develop a framework for the prospective monitoring and evaluation of reform
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 'Plight of Pelagic Primary Producers in a Changing Marine Environment' (P4) targeting Horizon 2020.

assistant: **Abstract**

The P4 fellowship will test the impact of past climate extremes on marine ecosystems using coccolithophores, a group of marine primary producers that experienced first order effects of climatic changes in ancient pelagic oceans. Here we will use sedimentary materials of exceptional quality recovered during IODP Expedition 361: South African Climates from the Mozambique Channel (Site U1476), Natal Valley (U1474), Agulhas Plateau (U1475), and Cape Basin (U1479), to reconstruct surface water biotic response during the Mid-Pliocene Warm Period (MPWP; 3.264 to 3.025 Ma), an interval considered to be the nearest analogue for future warm climate. For the first-time, recovery of a complete Pliocene/Pleistocene succession in this region offers an unprecedented and timely opportunity to investigate episodes of major ocean and climate reorganizations during the Neogene period. With this, P4 is original and novel, being able to combine biological (assemblage composition), physical (volume, mass), and geochemical (trace elements, stable isotopes) coccolithophore-derived datasets for understanding the climate of the MPWP, and explore its link with the past dynamics of the greater Agulhas Current system. P4 is innovative and collaborative, using state-of-the-art analytical techniques, and in combination with other proxies from ongoing works of other IODP Expedition 361 scientists, offer a broad context for understanding 21st century global climate vulnerabilities. Thus, P4 results and our understanding of the potential future response of coccolithophore species to a warming world will underpin the future design of evidence-based monitoring, mitigation, and management strategies of marine ecosystem and environment. Furthermore, an exceptional set of training and transferable skills bet
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 'Nonlocal Methods for Arbitrary Data Sources' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

In NoMADS we focus on data processing and analysis techniques which can feature potentially very complex, nonlocal, relationships within the data. In this context, methodologies such as spectral clustering, graph partitioning, and convolutionalneural networks have gained increasing attention in computer science and engineering within the last years, mainly from a combinatorial point of view. However, the use of nonlocal methods is often still restricted to academic pet projects. There is a large gap between the academic theories for nonlocal methods and their practical application to real-world problems. The reason these methods work so well in practice is far from fully understood.Our aim is to bring together a strong international group of researchers from mathematics (applied and computational analysis, statistics, and optimisation), computer vision, biomedical imaging, and remote sensing, to fill the current gaps between theory and applications of nonlocal methods. We will study discrete and continuous limits of nonlocal models by means of mathematical analysis and optimisation techniques, resulting in investigations on scale-independentproperties of such methods, such as imposed smoothness of these models and their stability to noisy input data, as well as the development of resolution-independent, efficient and reliable computational techniques which scale wellwith the size of the input data. As an overarching applied theme we focus in particular on image data arising in biology and medicine, which offers a rich playground for structured data processing and has direct impact on society, as well as discrete point clouds, which represent an ambitious target for unstructured data processing. Our long-term vision is to discover fundamental mathematical principles for
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 'Scaling and Concentration Laws in Information Theory' to be submitted under Horizon Europe.

assistant: **Abstract**

Shannon’s 1948 paper established the mathematical foundations of digital compression and transmission and paved the way for the information age. A notion embedded in Shannon’s and most work in Information Theory is the concept of rate, defined as the exponential growth rate of the number of messages. The probabilistic law governing general information processing systems may be such that the optimal number of messages does not scale exponentially with the length of the sequences. The vast majority of the Information Theory literature assumes an exponential number of messages and thus, ignores the rich amount of possible scaling functions in important settings. When the system probability law is such that the optimal rate scaling is not exponential, standard techniques cannot be applied and new techniques must be sought. A fundamental understanding of the impact of general scaling laws is crucial to harvesting the potential gains in practical system design. This project is aimed at contributing towards the ambitious goal of providing a unified framework for the study of Information Theory with arbitrary scaling laws. The unified framework will be based on information spectrum and concentration techniques will also consider the penalties incurred by sub-optimal decoding for systems described by general probabilistic laws. The project will also provide coding solutions that approach the theoretical limits. This unconventional and challenging treatment of Information Theory will advance the area and will contribute to Information Sciences and Systems disciplines where Information Theory is relevant. A comprehensive study of the fundamental limits and optimal code design with general scaling laws will represent a major step forward in the field, with the potential to provide
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 Seventh Framework proposal for the project 'Development of an automated classification system for polished stone slabs and tiles'.

assistant: **Objectives**

Limitations in quality control performance represent an obstacle in evolution of the Stone Processing Industry. A way to automated surface analysis is pivotal in realising improved product quality and greater operational efficiency thus reducing the environmental impact of stone processing and reducing product’s time to market. Such improvements are considered to be of major significance to the European SME proposers to secure existing markets and to develop new opportunities. This project aims to consolidate the technical know-how and bridge the technological gaps to allow the development of an automated classification system for ornamental stone slabs and tiles (PROVIPS) based on the development of an innovative spectral sensor to be used within a new type of spectral camera. Such a capability will help the European stone sector by providing a versatile classification tool for lot appearance standardization according to end-user requirements thus enhancing distribution networks by way of greater acceptability of the product and higher productivity at the stone processing stage. Moreover, the new sensor will allow European Vision System Sector to get the chance to renew their offer on existing markets and to find new markets as well. Basing on the experience gained by the partners the following paths for research and development will be scouted: 1.design and development of the ad-hoc spectral sensor enabling the use of spectral imaging techniques. This sensor will acquire colour according to human perception and will allow an innovative approach to pattern recognition; 2.development of goniometric probe for the multi-directional spectral characterization of the surface to allow multiple position inspection as made by human specialized observer; 3.rationalization of hum