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

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Smart thermostat èvolution'.

assistant: **Objectives**

One of the main European challenges included in the 2020, 2030 and 2050 objectives and frameworks is the increase of energy efficiency. Buildings, responsible for 40% of total energy consumption play a major role. 60% of the energy consumed in households is for space heating. Up to 45% of the total energy spends can be saved by using wisely a thermostat. In this context, the European smart thermostats market is set to boom in the following years. Last year this market accounted for €242million with more than 1.1 million units sold. The very dynamic demand growth will lead to exponential growth of sales unit and revenue: in 2019 almost 13 million units will be sold which represents a revenue of €2.3 billion. QIVIVO is a French SME created in2012 specialized in connected solutions for energy consumption optimization. Qivivo is selling their thermostats since December 2013 (two versions already in the market). They are currently 20 employees with a strong technical and commercial background. Smarthé is the next generation of Qivivo Thermostat that gives an answer to the current market need of increasing energy efficiency in the residential sector. Its main features are: (i) 40% reduction in residential energy bills; (ii) compatible with gas, oil, wood, electric heating and heat pumps; (iii) capable of self- learning; (iv) remote control via a smartphone, tablet or computer; (v) smart sense function that anticipates the level of perceived comfort; and (vi) QiDiag function offers a 100% personalized diagnosis of strengths and weaknesses of the heating system and proposes the necessary renovations. Smarthé will represent the establishment of Qivivo as a reference in the French market and the internationalization at European level as our commercialization plan for the next 5 y
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 'Human factors safety training on the internet' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The aim of SafetyNet is to demonstrate a scaleable Internet based subscription service for Human Factors training in the civil aviation domain and to establish this as a baseline for the development of commercial training services to safety and time-critical domains such as civil aviation, maritime operations, rail systems, process plants, and medical systems. The training service will provide and deliver Human Factors courseware both for individual use (computer Aided Instruction and Computer Based Training) and for use by distributed training groups working together in a 'virtual classroom'. The project aims to prove the application of the leading edge technologies of network communications, advanced multi-media (integrating text, sound images and video) and video-conferencing in the design and delivery of these services.The market for Human Factors training is characterised by growing demand, limited supply and expensive and inefficient delivery. Demand in the civil aviation sector has recently been stimulated by new regulations requiring all airline pilots and cabin crew to receive Human actors training. Similar regulations are in the pipeline in the air traffic management (ATM) and the maritime domain as well as other safety ant time-critical industries. The SafetyNet service will provide more cost-effective Human Factors training because (1) it will allow wider distribution of expensive training products, (2) it will make more efficient use of skilled instructors, and (3) it will allow more flexible scheduling of training sessions. It will also enable operatives related functions to be trained together. This will be exemplified in the project by the joint training of airline pilots and traffic controllers, which is almost impossible to organise using existing trai
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 'Understanding the role of genes involved in phosphate transport and biological functions of the PSR1-related transcription factors in barley using Virus Induced Gene Silencing (VIGS) system' under Sixth Framework.

assistant: **Concept**

The project aims to use a multidisciplinary approach to study barley genes involved in phosphorus assimilation. Phosphorus (P) is an essential plant nutrient with numerous roles in plant growth and metabolism. Because phosphate (Pi), the form of P taken up by plants, is poorly accessible in most soils, plants have evolved an array of strategies for obtaining the Pi they need, including induction of high affinity Pi transporters, secretion of substances that can mobilize Pi bound in the soil, and changes in root architecture. In barley, several genes encoding Pi transporters have been identified. Based on sequence homology with genes from Arabidopsis, a number of other barley genes with potential roles in phosphate assimilation can be identified. For this study we will use a novel technique Virus Induced Gene Silencing. This technique is now widely used for dicot plants but in the case of monocot plants so far only two systems have been established based on Barley stripe mosaic virus (BSMV) and Brome mosaic virus (BMV). This technique will make it possible to perform functional genomics studies, which so far have been severely hampered in barley by the lack of efficient and fast transformation techniques. To gain insight into the global changes in gene expression caused by silencing of selected genes, RNA extracted from silenced tissues will be subjected to microarray analysis. The host laboratory has an extensive expertise in viral biology, barley and RNA interference and close collaboration with laboratories studying nutrition starvation in A. thaliana and other plant species. The applicant has knowledge about VIGS, barley functional genomics and bioinformatics analysis. The proposed project will yield important contributions to the scientific understanding of Pi assim
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 'Machine-learning-guided design of perovskite lanthanum oxide cathodes for solid oxide fuel cells' to be submitted under Horizon Europe.

assistant: **Abstract**

Microscale thin-film-based solid oxide fuel cells (μSOFCs) are an emerging alternative for portable power supply due to their high efficiency, fuel flexibility and high volumetric and specific power densities. Promising cathode materials for μSOFCs are perovskite lanthanum-based oxide materials which have improved oxygen transport properties and resistance to the high operating temperatures. However, the physicochemical factors influencing the performance of these materials are yet to be well understood. The SmartOptoelectronics project will develop machine learning (ML) methods to establish trends between the structural properties and the electrochemical performance of perovskite lanthanum-based oxides based on high-throughput experimental data. These techniques will be used to explore the chemical space of lanthanum-based oxides with the goal of undestanding and designing lanthanum-based materials with enhanced performances for μSOFC applications. Machine learning methods will be validated in three main steps: (1) deriving structure-property relationships in lanthanum-based oxides from spectroelectrochemical data of combinatorial ternary and quaternary maps; (2) demonstrating new lanthanum-based oxides with enhanced electrochemical properties and performance; (3) optimising the operation of devices based on top-performing materials with operando monitoring of spectroelectrochemical properties. The project will have a high impact on the work programme and on the candidate’s skills and future prospects by developping an expertise in machine learning and large scale clean energy conversion devices, which are Key Enabling Technologies in Horizon Europe and complement her background in spectroelectrochmistry of multi-redox catalytic materials. The project will also re-enfo
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 'A thematic network on air pollution and health', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The health effects of exposure to air pollution have attracted much attention in the last decade. Effects of airborne particulate matter, ozone and some other gaseous substances on mortality as well as morbidity endpoints have been documented in large numbers of epidemiological studies. Toxicological concepts on causal components and involved biological mechanisms are beginning to develop. The effects on public health are potentially large; so are the potential costs of abatement when air quality standards will be lowered. The proposed Network will bring together scientists from the field of air quality and health with stakeholders from industry, governments and NGOs to discuss findings from recently completed and ongoing research, to broaden the base for policy development in Europe
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 'Natural History Museum Science Night'.

assistant: **Concept**

NHM NIGHTS2 will deliver the mass participation of a diverse public audience in a unique event to meet many of the Natural History Museum’s most dynamic and engaging scientists from around the world in an unprecedented festival of scientists in central London. With a rich and vibrant community of research scientist and PhD students that are accomplished science communication practitioners the NHM is well position to breakdown existing public stereotypes of researchers, to drive home to the public the role and value of scientists and to inspire the next generation of young researchers.7,000 participants will visit the Natural History Museums in London and Tring to be greeted by over250 scientists delivering more than 57 different engaging activities and formats alongside professional educators in a fun and relaxed atmosphere. The impact of this event on the 7000 participants will be profound, perhaps life-changing for some, and at an approximate spend per head of €55 represents excellent value to foster a long term engagement with science.The intense and wide reaching awareness campaign will ensure mass participation and broad awareness of the NHM NIGHTS2 project as well as the European Researcher Nights initiative across Europe. This campaign aims to reach a wider audience of over 25 million people giving excellent return of less than €0.01 spend per head.The 250 scientists from NHM and Imperial College will promote the diversity (gender, ethnicity, age) of our researchers. As well as addressing science and research this event will be unique in celebrating EU research, international collaborations and the global nature of science as a human endeavour of immeasurable value to society.""
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Strategies for achieving equity and inclusion in education, training and learning in democratic Europe'.

assistant: **Objectives**

STRIDE will provide a new, comprehensive and comparative knowledge-base on effective education reforms, policy initiatives and interventions aimed at reducing inequalities in education, training and learning outcomes in Europe. STRIDE will do this through analyses of education reforms in national and regional systems, existing large-scale educational assessment data and existing longitudinal data on the causal link between educational and other social policies and inequalities in educational achievements. In examining the learning progress of students over time, STRIDE will closely examine to the range of intersectional variables such as socio-economic background, gender, (dis)abilities, migration status, home language, early childhood education and care (ECEC) attendance, which may affect learning outcomes in different ways in different contexts. The project will combine diverse methods, data and disciplines (comparative education, political science, education science, sociology) in innovative ways: mapping at national and regional levels on (1) education reforms in the past 25 years by policy analysis, (2) longitudinal trends of inequalities in educational achievement by quasi-experiment analysis of existing large-scale educational assessment data, and (3) effect of education reforms and interventions by analysis existing longitudinal data and registry data following student cohorts over time combined with a qualitative inquiry into policymakers' perspective. Through the involvement of national and European stakeholders, STRIDE will develop methodology and assessment tools for policy learning offering policymakers a toolbox of enhanced knowledge of what shapes educational outcomes over time and demonstrating the usefulness of longitudinal data in policy-making to redu
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 'Hardening steel parts using magnetic field techniques for improved environment and in-line manufacture' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

Conventional hardening is today effected in large furnaces needing a lot of space as well as a lot of energy and usually effected in separate factories thus meaning long transports of steel parts forward and backwards. The main objective is to develop an equipment which can be used industrially for hardening, using magnetic field techniques as outlined i- the title which permits hardening in-line, little energy, smoother and repeated cuality, short heating times and little space which all give shorter through-times. However, for hardening the parts must be heated up to app. 850° - 900° C, followed by cooling and tempering. This means a new method which will save not only the environment but also costs and efficiency and through-times will be cut down from some days to just one or two hours at a maximum. The estimated cost saving is about 20.000 kECU per year for the heat treaters in all Europe.
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 'Priapulid Endomesoderm Development and Ecdysozoan Body Plan Evolution'.

assistant: **Concept**

The emergence of the endomesoderm in metazoan evolution was fundamental for the morphological diversification of animals. It promoted interactions between different tissues that led to novel structures and organs, such as the heart, bones, and kidneys. Drosophila and C. elegans are the most well studied models within the Ecdysozoa, the largest group of invertebrate animals, but show evolutionary divergent mechanisms of endomesoderm formation. Deciphering the ancestral ecdysozoan condition requires models that form endomesoderm in a manner more representative of the clade. The marine priapulid worms are distantly related to arthropods and nematodes and thus occupy a phylogenetic position that is key to reconstructing the ancestral ecdysozoan body plan. This proposal aims to generate a detailed description of the development of the priapulid Priapulus caudatus, characterize endomesoderm specification, and understand its relationship with the establishment of the priapulid body plan. I will apply advanced cell-lineage tracing methodologies (4D-microscopy and blastomere injections) and analyze the function of core molecular components of the conserved endomesodermal gene regulatory network. This project will produce an in-depth morphological and molecular characterization of priapulid embryogenesis, thus offering new insights into the origin of the Ecdysozoa and the global evolution of animals. The project involves genuine mobility and will promote and enhance the scientific cooperation between Member States and Associate Countries at all levels, thereby increasing the Europe’s reputation as a center of excellence for the analysis of evolution and development. The proposed research will have a significant impact on my scientific career, fostering my development as a visible
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 'Numerical Simulations of the Convective Envelopes of Red Supergiants', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Research objectives and contentThe aim of this project is to include -for the first time- the complete envelope of a red supergiant into a three-dimensional numerical radiation-hydrodynamics model in order to investigate the structure and dynamics of its convective envelope. Modern inter-ferometric observations demonstrate the existence of large-scale surface structures on nearby supergiants such as Betelgeuse. The increasing quality of observations is in strong contrast to the low level of theoretical understanding of such structures. Numerical simulations, which are very successful in investigating and explaining solar type granulation, will be extended to the extreme case of red supergiants to perform the detailed study of their huge convective cells.The following questions will be addressed:.What is the appearance of convective structures in supergiants?.Does it resemble solar type granulation or do convective hot-spots" exist on their surface?.How do convective cells interact with global pulsations?.To what height can material "overshoot" into the outer photosphere? What is the relation between convection and the strong winds of supergiants?Training content (objective, benefit and expected impact)The possibility to work at the NBIfAFG is of crucial importance for the feasibility of this project since many members are experts on astrophysical hydrodynamics. Particular benefit will arise from the collaboration with Drs. Ake Nordlund, Hans-Gunter Ludwig, and Martin Asplund. A broadening of knowledge in numerical methods and programming techniques is expected, especially in the handling of massively parallel machines where the NBIfAFG group has ample experience. The time at the NBIfAFG is considered an important step towards the German Habilitation.Links with industry
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'The first biodegradable thermoset biopolymer to replace single-use plastics'.

assistant: **Innovation**

Reducing plastic waste and lowering CO2 emissions is the top priority of the EU when it comes to environmental action.Yearly almost 400 million tons of plastic is produced worldwide. New legislation forces industries to use alternatives to fossilbasedplastics. Therefore, a shift to biobased and biodegradable plastics is needed. Current status? Today bioplastics onlycomprise less than 1% of the plastic production. Why? The functionality of bioplastics is not yet as required, and costs aretoo high. The University of Amsterdam has invented Plantics-GX, a new cost-competitive thermoset bioplastic that meetsboth requirements. It is safe, 100% bio-based, recyclable, and if it enters in the environment it is bio-degradable. Moreover, itis strong and has very good binding properties. The spin-off company Plantics B.V. (founded in 2014) aims to furtherdevelop the new plastic and its production process and develop applications together with strong (market) partners. Plantics-GX resin can be used in combination with moulded paper as an alternative to single use plastics for e.g. packaging anddisposables (about 40% of the plastics market). The resulting material is strong, has good barrier characteristics and isbiodegradable. Plantic-GX can also be used as an alternative to the currently used often toxic and flammable fossil basedthermoset plastics (20% of the plastics market) like polyurethane (used in insulation and furniture foams), or formaldehydebasedresins that are used as binders in wood panels. In this project we focus on the replacement of some specific singleuse plastic packaging and disposables with products that are made from moulded paper and Plantics-GX. We will design,build, and demonstrate an optimized product and resin production process to enable the company to qu