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: Explain how 'Bacterial interaction in the oceans: Synergy among heterotrophic bacteria involved in the cycling of one-carbon compounds and its impact on the marine carbon cycle' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

A drop of seawater reveals a complex network of life teeming with bacteria that simultaneously consume and synthesize material and energy with a relentless efficiency and thus serve other organisms in the marine food web. The metabolisms of marine bacteria represent an important source and sink for compounds of environmental significance such as climatically active one-carbon (C1) compounds. Yet, despite their importance in the global carbon cycle and climate regulation, bacteria involved in C1 cycling are still poorly understood.While microbial oceanographers are slowly starting to recognize the possibilities of cooperation in the oceanic microbial world, I hypothesize that beneficial interactions between bacteria involved in C1 cycling, may have tremendous impact on marine, and even global, carbon cycling. Therefore, this project seeks to gain insight into the sociobiology of bacterioplankton in relation to the cycling of C1 compounds through the following objectives: i) identify bacteria consuming C1 compounds and determine their spatial variability and coupling with other marine bacteria in contrasting oceanic regions; ii) study the temporal variations and co-occurrence of C1 compounds producers and consumers under defined experimental conditions and iii) gain insight into their interactions using model organisms and specific substrates in controlled experiments. Through combination of multidisciplinary techniques in controlled experiments and in situ, the proposed project will help understand the impact of bacteria on ecosystem functioning.The proposed research follows recommendations from the European marine board on key questions in aquatic microbial ecology; by helping to predict how environmental factors influence co-regulations of metabolisms between bacteria
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 'Development of an Operational Plan for Environmental Protection from Industrial Dusts in Russia and other NIS' to be submitted under Sixth Framework.

assistant: **Abstract**

The Russia and other NIS possess considerable natural mineral resources of ferrous and non-ferrous metals,which are used for the production of steel, ferroalloys, aluminium, nickel, base and precious metals. Metallurgicalindustry, a highly developed industrial branch in Russia and other NIS, applies currently outdated processtechnologies for the extraction of metals causing severe environmental contamination problems in the area,which are enlarged as little or none attention is paid to the minimization and/or treatment of the produced wastes.The emission of the industrial dusts originated from the metallurgical activities is included among the mostimportant environmental problems in this geographical area.This project addresses the environmental pollution problems arising from the generated metallurgical dusts inUkraine, Russia and Kazakhstan, focusing at the development of an Operational Plan, which will includeproposals for feasible technological improvements in the metallurgical production processes and viabletechnologies for the management of the generated industrial dusts, ensuring the protection of the regionalnatural resources.In order to achieve this objective, the project deals with the (i) collection and management of information regarding the environmental contamination from the metallurgical dusts generation in the involved countries andthe risks associated with it, (ii) identification of Best Available Technologies that have to be adopted by theregional metallurgical industries for the management of the industrial dusts aiming at the dusts minimization,prevention and remediation of the resulted environmental contamination along with safeguarding the ecosystemof the affected areas (iii) dissemination of the gained knowledge and promotion of the project resul
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 'Linguistic Aspects of Pro Se Litigation'.

assistant: **Concept**

The proposal concentrates on linguistic difficulties faced by lay people who represent themselves in court without a lawyer (pro se litigants). The proposed research analyses pro se litigants’ linguistic choices during the most challenging stages of a trial (i.e. opening and closing speeches and witness examination). The research project will concentrate on the following problematic areas for pro se litigants: questioning strategies (types of questions used, function of questions used), power relations and witness resistance, turn-taking management, interaction between pro se litigants and witnesses, interaction between pro se litigants and legal professionals, politeness strategies, use of discourse markers, rhetorical devices, forms of address. The main outcomes will be two handbooks: (1) a handbook for lay people on linguistic features typical of courtroom discourse and features they need to incorporate in order to present their case effectively; (2) a handbook for judges and legal professionals with explanation of linguistic problems lay people are likely to experience and advice on what can be done to help them.The research project combines the following quantitative and qualitative research methods: corpus linguistics, conversation analysis, critical discourse analysis, semantic-pragmatic approach.The proposal includes training directly connected with the research topic: use of quantitative methods, corpus linguistics, courtroom discourse, police investigative interviews and witness resistance. It also invloves training that will help the researcher build on her existing experience as a court certified interpreter and a forensic linguist expert in authorship analysis. The fellowship will help the researcher establish herself as an expert on linguistic aspects of p
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 'Driveability development of downsized, highly turbocharged gasoline engines (GET-DRIVE)', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Downsized, highly turbocharged gasoline (DHTG) engines offer potential for significant CO2 emissions reduction in automotive applications, however the benefits from this technology will only be realised if vehicles featuring this new technology are attractive to customers. Particular issues for DHTG vehicles are the definition of control strategies/calibration for the complex systems employed, and methods for improving low speed torque delivery. If these issues are not successfully addressed, the driveability of vehicles featuring this technology will be significantly worse than current production vehicles, and hence customer uptake will be slow. The GET-DRIVE project aims to address these issues and deliver the tools and techniques required to deliver customer acceptable driveability in DHTG vehicles.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Seabee - a mobile lander for autonomous monitoring and sampling' (SEABEE).

assistant: **Innovation**

A new clean technology to survey and monitor the seabed environment (geology and biology) in a cost-effective manner will be developed. Based on an existing commercial AUV, the end product will be a fully autonomous vehicle (SEABEE) combining survey capacities (video, photographs, sonar, echo sounder, sub-bottom profiler) and simultaneous water sampling, core sampling and environmental data gathering capacities. The SEABEE will be able to dive and transit to the survey area after being launched from a boat, a harbour, or a helicopter; perform surveys by following a defined path at specified altitudes while switching payload sensorson and off according to the survey plan; take sediment and water samples at programmed locations, and record environmental and geological data while performing the survey; surface at a predefined location and wait for recovery, or return to launching point.
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 'Digital Cultural Heritage Roadmap for Preservation - Open Science Infrastructure for DCH in 2020'.

assistant: **Objectives**

Digital Cultural Heritage-DCH is producing a large amount of digital content that need to be safely stored, permanently accessed and easily re-used by the humanities researchers. The vision for the next two decades is to implement a federated infrastructure dedicated to support the application of open science in the arts and the humanities. Preservation is the first priority.National digitization programmes address the issue of the preservation in a separate manner, while a shared implementation of common e-infrastructure layers could be beneficial and cost effective.DCH-RP is a coordination action whose main expected outcome is a validated Roadmap for the implementation of a preservation federated e-infrastructure for DCH. Such infrastructure will exploit the facilities offered by the research infrastructures, namely by NREN, Grid Initiatives and the newer data infrastructures.DCH-RP builds upon the knowledge generated by the DC-NET ERA-NET  and the INDICATE, two pioneer projects for DCH e-infrastructures where many of the DCH-RP partners participate. Preservation is the first priority in the DC-NET Joint Activities Plan and was investigated within the INDICATE Use Case Studies.DCH-RP also builds upon other many successfully completed and ongoing initiatives, with particular regard to those who address the theme of the preservation with cross-disciplinary strategies (e.g. SCIDIP-ES and EUDAT).DCH-RP does not deal with digitisation and will not perform a technical development itself, which is instead a matter for national and regional programmes. DCH-RP will design a Roadmap to be executed within future implementation projects. DCH-RP will explore: how to harmonise data preservation policies in the DCH sector at European and international level; how to progress with the
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 'Cognitive systems using perception-action learning' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Central topics of the COSPAL project are a new system architecture and new learning strategies for artificial cognitive systems (ACSs). The novelty of the approach lies in the interaction of continuous and symbolic perception and action, which results in robust and stable motor and sensorial capabilities of the system and allows a purposive behaviour. Moreover, the system is able to extend itself through exploration of the environment and has therefore the potential to solve problems of a large range of complexity levels.The new learning strategy is based on the assumption that perception is shaped by incremental (online) learning of percept-action mappings and by introducing rules at an appropriate level of tasks. The necessary system structure to achieve this goal is a multi-level network consisting of different layers, using new kinds of networks and a new type of information representation, the channel representation, whose locality property allow a fast convergence in learning. In the demonstrator of the COSPAL project we will show that after an initial bootstrapping phase such a system can autonomously solve shape-sorter puzzles of various kinds.The investigation of the sketched design requires the following tasks to be addressed by the COSPAL project:- mimicking human movements to achieve an optimal manipulator control,- investigation of heterogeneous and homogeneous multi-level network structures for associating percepts and actions,- development of methods for incremental learning,- development of methods for reinforcing context dependent purposes to the network after the bootstrapping phase,- investigation of interfaces between associative networks and symbolic layers, and- development of suitable symbolic methods for supervising network states.We expect the C
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Two-way interactions between ocean heat transport and Arctic sea ice' (OSeaIce).

assistant: **Innovation**

Sea ice in the Arctic region is retreating at fast pace with potential impacts on the weather and climate at mid and high latitudes, as well as the biosphere and society. Sea-ice loss is driven by anthropogenic global warming, atmospheric circulation changes, climate feedbacks, and ocean heat transport. To date, no clear consensus regarding the detailed impact of the latter (ocean heat transport) on Arctic sea ice exists. Conversely, the changing sea ice also affects ocean heat transport, but this effect is much less studied. Therefore, this action proposes to explore the two-way interactions between ocean heat transport and Arctic sea ice. To this end, we will use a state-of-the-art global climate model (EC-Earth) and perform different sensitivity experiments to gain insights into these important interactions. Based on the results from these experiments, we will refine model projections of Arctic sea ice. Comparison to observations will be carried out to ensure that model simulations are realistic. We will also assess the impact of model spatial resolution on the relationships between ocean heat transport and Arctic sea ice, as an extension of the work performed within the EU PRIMAVERA project (PRocess-based climate sIMulation: AdVances in high resolution modelling and European climate Risk Assessment). This action will allow to provide more reliable and robust information on regional Arctic sea-ice present and future changes to users and stakeholders. Finally, this project is highly interdisciplinary as it combines three key components of the climate system (i.e. the ocean, sea ice, and atmosphere), and will be done in collaboration with the NordForsk ARCPATH project (Arctic Climate Predictions: Pathways to Resilient, Sustainable Societies), which focuses on improving
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 'Innovatiing textile-based heating system for technical applicatiions with a special focus on Electric Vehicles', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The objective of MAXITHERM is to contribute to the expansion of Electric mobility in Europe by extending Electric Vehicles (EV) autonomy. We propose a heating system for EV that reduces electricity demand of heating systems in by 30% while maitaining passenger comfort. MAXITHERM is a heating system based on a technical fabric composed by a blend of electrically conductive and non-electrically conductive fibres that is integrated within the structure of the vehicles. It provides direct and fast heat to passangers and is more cost efficient than current solutions.The final development stages of Maxitherm will be carried out by three European SMEs, MaxiTex (DE) (coordinator and IPR owner), Metron (SI) a CHMüller (DE). The sales of Maxitherm will boost the growth of the three companies involved and will provide them with a strategic position in the Electric Vehicle industry, a highly interesting growing market.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Microbial pest control for sustainable peri-urban/urban agriculture in latin america' (1998-2002).

assistant: **Concept**

Through interdisciplinary research this project will promote sustainable land-use in the rural-urban interface in Latin America. This will involve the development of socially and economically sustainable microbial control strategies (based on fungi) for key soil and foliar pests in per-urban and urban vegetable production via a systems approach in two LAM countries, Cuba and Mexico. Research will integrate socioeconomic surveys of farmer/ industry perceptions of microbial control in Cuba and Mexico with laboratary and field evaluation of fungus establishment, control strategy and inoculum production technology. All technology will be transferred directly to all stakeholders through close links with extension agencies in Cuba and Mexico.
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 'Composite joints for improved mechanical and electrical performance' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

CC-JOINTS will explore new innovative joint designs that can be broadly described in two ways:• Modification of the metal in order to facilitate improved joint strength• Introduction of through-thickness reinforcements that can improve the composite performance and provide means for joining to the metal• A new method for riveting composite-metal joints using laserEffective protection from lightning strike (LSP ) will be provided by application of a metallised coating through thermal spray at the surface of the joints and use of the through-thickness reinforcement as electrical current carriers away from the joint.The main objectives of the project are:• Optimise existing joints designs for a number of joint geometries as defined in call Topic• Apply innovative and established joining technologies to selected joint geometries• Test the new joint solutions and integrate them to the demonstrator part• Techno-economic analysis of the new joints The new joints are classified in four categories, based on their function, whether they are permanent or not and on the type of composite (laminate of honeycomb) that is joint to the metal. This classification can be considered as a first step towards a wider classification of hybrid joints in aircraft that will enable a more holistic approach in their design and integration to the overall structures.
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 'A Genetic Data CUBE - An innovative business model applied to predictive and prescriptive analytics, exploring Big Data and empowering cloud-services and urgent computation' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Business Intelligence, Decision Making Processing, Predictive Analysis for economic and financial forecasting represent today a brick and mortar set of tools and methodologies to support important business functions aiming at investing purposes, storing customer information, marketing analysis and related tracking activities. Predictive analysis is therefore of paramount importance to diagnose and solve business problems and issues in our VUCA world (dominated by Volatility, Uncertainty, Complexity, Ambiguity). To meet this EU as well as global challenge, we intend to bring Genetic Data Cube (GDC) to market maturity. GDC is a data driven innovative business model powered by a huge trove of real-world, real-time preference/usage /feedback data coming from experienced business experts as well as end- users. Our goal is to architect, develop, and deploy world-class data systems to empower multiple services and facilitate SMEs as well large enterprises or industries in diagnosing and solving relevant business problems or challenges. We are introducing a new paradigm in predictive analysis, a step-change to “prescriptive” analysis, not only processing-based but also human-centred. Considering that Big Data are defined as the “oil of our times”, Big Data Analytic stands at the forefront to data management for economic and financial forecasting: to have a crystal-clear picture of the business opportunity, 90% of the data in the world has been created in the last 2 years alone; present estimates project that the Big Data market will top $84B in 2026. GDC will provide a unique, brand new business model supporting customers in understanding the past unstructured data to predict future activities in customers, investments and business development/growth perspective. Main benefits