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: Describe how 'Reconceive (remote computing network for concurrent engineering initiative from heterogeneous sources)' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

RECONCEIVE: Remote Computing Network for cConcurent Engineering InitiatiVE will constitue an SMEs contribution to tbe Aeronautical Concurrent Engineering endeavour submitted to the Aeronautical Task Force. The main goal of RECONCEIVE will be to set up European local Aeronautical Subcontractors << user group >> SMEs and to establish a link with major Aircraft Manufacturers in order to develop and experiment a remote computing network joining SMEs/Large Industrialists and Computing Centres. Such a network will give opportunity to SMEs to perform large and accurate design, then manufacturing and to major Aircraft Manufacturers to enrich their product data base model. An important part of the RECONCEIVE project will be dedicated at capturing SMEs needs and capabilities, then to discuss with major Aircraft Manufacturers and Computing Centres to create an efficient data interface.
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 'Deterministic and Stochastic Controlled Systems and Applications' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Experienced Researchers from the Universities of Iasi, Brest, Jena, Manchester, Marrakech and Milano propose an Initial Training Network Marie Curie on the theme ""Deterministic and Stochastic Controlled Systems and Applications"". This project aims to unite the six teams with their complementary competences in - Controlled Systems: Deterministic and Stochastic Control, Game Theory, - Stochastic Equations: Stochastic Differential Equations, Stochastic Partial Differential   Equations , Backward Stochastic Differential Equations, and  - Levy processes as well as fractal processes, in order to investigate problems arising in the interaction between these competences and allowing to study, in cooperation with our industrial partners (coming from the bank and insurance sector), related problems in  - Finance and Insurance, but also in - Natural Sciences, namely, the problem of transport in porous media. The Early-Stage Researchers and the Experienced Researchers recruited by the network will be integrated from the early beginning in research projects between teams with complementary competences which should allow them (as well as the qualified researchers from the different teams) to profit from synergy effects and find quite new answers to the research problems. Besides an individual research training under supervision of qualified researchers and a local training programme the young researcher will also profit from network-wide training offers including namely  - annual schools on subjects reflecting the different competences of the network teams, - a first professional experience in research  with one of our industrial partners, as well as  - workshops and international conferences which will give to the young researchers the possibility to present and discuss their resu
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 'Reliable and Efficient Combustion of Oxygen/Coal/Recycled Flue Gas Mixtures'.

assistant: **Concept**

Most coal-fired utility boilers are fired with pulverised coal and the use of this technology for power generation far outweighs that of alternatives. The consortium have identified key issues that need to be addressed to pave the way for full-scale deployment of oxy-coal firing. As most previous work has been undertaken at pilot-scale so that, in addition to medium scale demonstration activities, there is also a need for more fundamental underpinning studies to provide improved understanding of oxy-fuel firing technology before it can be taken reliably even to the large scale demonstration stage. The overall aim is to undertake a systematic and focused series of applied research, development and demonstration activities involving both experimental studies and combustion modelling work to resolve existing technical uncertainties and barriers which inhibit commercial deployment of the technology. Attention will be paid to the generation of design rules and methods which can be employed for scaling up results from pilot and laboratory studies to the full-scale. The data obtained in the experimental tests and from the developed modelling tools will be integrated to produce detailed designs for both a retrofit oxy/coal/RFG system for an existing boiler as well as a novel design for “new build” plant. The programme of work will therefore enable full-scale early demonstration plant to be designed and specified with greater confidence as well as providing improved assessment of the commercial risks and opportunities.
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 'Pre-clinical evaluation and feasibility study for Artificial Inteligence-based Strain Typing and Bacterial Resistance analysis software'.

assistant: **Concept**

Specific bacterial subspecies, often resistant to traditional antibiotics, are the cause of severe problems like Hospital-Acquired Infections and sepsis. Reducing both time and costs for identification of these subspecies, thus diagnosing more efficiently infectious diseases, is crucial for our health systems. Current solutions in the field are based on expensive and time-consuming methods, and the fast, cost-efficient existing technologies, like MALDI-TOF MS, are restricted to the identification of main bacterial species, but are unable to go down to the subspecies level. Clover Biosoft is leveraging the power of modern AI techniques to develop algorithms using MALDI-TOF MS data to successfully classify bacterial subspecies.Ours is a collaborative project assisted by several first-level public hospitals and cutting-edge scientists from various European universities. Time-to-market is essential, and the market is ripe for our solution. MALDI-TOF MS instruments have become a standard in microbiology laboratories worldwide, allowing a very easy integration with our software. Moreover, the increasing number of patients affected by HAIs and the growing resistance to antibiotics, have raised the public concern, becoming a priority now for public and private health system managers and governments.Clover Biosoft is the ideal player to take this solution to the market, because of our long experience in the field and our extensive network, including all relevant type of stakeholders, from hospitals to big vendor companies and from researchers to government officials. Our team has the perfect combination of technical prowess, scientific background and business acumen. Our company has obtained solid revenues from its inception. Combining public and private investment, we are confi
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 'Solar Collector and PCM Thermal Façade for Low Carbon Buildings'.

assistant: **Concept**

This International Fellowship will bring an excellent Chinese researcher Dr Xin Wang from Tsinghua University to work in Europe. The project has been carefully chosen to match Dr Xin Wang’s expertise in Energy Storage for Energy Efficiency Building as well as Heat and Mass Transfer in Built Environment with the expertise in sustainable energy and buildings technologies at the University of Nottingham so as to maximize the benefit to Europe.Dr Xin Wang has strong experience of PCM energy storage for building applications and energy efficient building technology. She has strong expertise on heat and mass transfer for energy storage and building performance simulation and control system development. The participation of Dr Xin Wang could bring the expertise of PCM energy storage for energy efficient building applications and associated technology transfer into European countries. The six Creative Energy Homes project at Nottingham University directed by Professor Saffa Riffat has showed their flexibility to allow testing of different aspects of building construction and sustainable technologies in order to identify the most cost effective and environmentally sound solutions for affordable homes. All these technologies and trainings will combine with Dr Wang’s technology in this project to enhance the efficiency of power saving for the sustainable building technology.There are seven main steps in this project: (1) CFD simulation of air flow and energy outputs in the novel façade; (2) The novel façade design and integration of solar collector and PCM; (3) system simulation of the COLPCM façade coupled to a building and optimisation. (4) Development of COLPCM system control; (5) Prototype of the COLPCM façade development, construction and lab-testing; (6) Installation and com
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 'Doctoral Network for a Shared Excellence of Fluorescent Lifetime Imaging Microscopy in Biomedical Applications', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

In flIMAGIN3D, which centres on fluorescent lifetime imaging microscopy applied to biomedical platforms in 3D; ten talented Doctoral Candidates (DCs) will be recruited, trained and supervised to cohesively establish the most robust, user accessible and powerful FLIM-based platform-never achieved before, and apply it to a wide range of applications in the biological sciences. flIMAGIN3D will generate ten DCs at the cutting edge of FLIM-based biological imaging who will spearhead, and go onto catalyse clusters of  FLIM excellence across Europe; each intertwined within a collaborative network that will extend beyond the time-frame of the program.  This doctoral network will train talented doctoral candidates in the essential theories underpinning FLIM , and through the individual projects and extensive secondments in this network; elevate their projects and skills, and that of their secondment hosts to research excellence in FLIM  flIMAGIN3D addresses a significant knowledge gap in the field of photonics in biology by involving biomedical scientists in each and every aspect of development and design, and cognisant of the wide variety of current platforms that require adaptability to such modalities. In  flIMAGIN3D: bringing together representatives with different applications and backgrounds, we will identify and overcome barriers to FLIM imaging by developing the next generation of scientists who will develop a FLIM platform capable of extracting the greatest amount of information possible in a stream-lined, accurate and user-friendly manner in order to understand biology in disease, differentiation, development and interventions at a high resolution. To achieve this goal, the trained scientists will develop cheaper advanced hardware components, with user friendly softwar
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 'Trade Unions and Workers’ Health' (UHealth).

assistant: **Concept**

The core purpose of UHealth is to assess the relationship between trade unions and workers’ health taking a broad definition of what trade unions are and looking at several health indictors including physical and mental health and wellbeing. This innovative project will assess the specific dimensions the underlie such a relationship within three work packages (WP). WP1 will employ several longitudinal British Birth Cohorts to examine the extent to which trade union membership and trade union presence within the company as well as changes in the collective bargaining structure over the life course are associated with changes in health outcomes. WP2 will compare five countries (Germany, Korea, the United States, the United Kingdom, and Japan) using specific panel homogenised datasets to better capture how the presence of a trade union within the workplace could impact health and wellbeing both directly and indirectly through job satisfaction, gender pay gap, precarious employment and flexible work arrangements. Specific attention will be given to national collective negotiation structures. For both packages, sensitivity analyses will test model assumptions and longitudinal analyses and negative outcomes and propensity score matching will be used to assess causation and intervention selection. Finally, using a qualitative comparative approach of the freight transport and cleaning sectors in the United Kingdom and Belgium, WP3 will pay attention to the way trade unions organisations are involved in health and safety committees and how workers’ health is an object of collective negotiation across different types of national and international structures that vary across countries and sectors. UHealth will result in a set-change in research on the work and employment determina
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 'Smart energy services to solve the SPlit INcentive problem in the commercial rented sector' (SmartSPIN), addressing dissemination and exploitation.

assistant: **Impact**

SmartSPIN will develop, test, validate and exploit a new business model that leads to greater uptake of Smart Energy Services (SES) deployed via performance-based contracting in the commercial rented sector. This sector has huge untapped potential for energy efficiency and flexibility but the split incentive problem has so far prevented the use of performance-based approaches to realise these savings. SmartSPIN removes this barrier through an Energy Efficiency-as-a-Service (EEaaS) concept that couples the contractual agreements between tenants, building owners and energy efficiency providers with technologies for energy monitoring, management and measurement and verification (M&V), increasing transparency, credibility and persistence of savings. SmartSPIN brings together a consortium of leading experts from the whole value chain to develop the SmartSPIN business model toolkit: a set of tools and resources for stakeholders on both the supply side (energy service companies, M&V specialists, etc.) and the demand side (tenants, building owners etc.) of the value chain. Technical resources include data-based M&V tools for accurate baseline estimation and predictive algorithms for building operation and control available via an Application Programming Interface to use with any energy data visualisation platform. Non-technical resources include best practice guides for stakeholders looking to deploy the SmartSPIN business model, contractual templates for EEaaS, case studies and infographics to describe the key features to a non-technical audience. SmartSPIN will validate the toolkit through extensive stakeholder engagement and by demonstrating its effectiveness in the commercial rented sector in 3 pilot regions (Spain, Greece and Ireland). To maximise impact, SmartSPIN will tr
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 'Highly Efficient, Eco-friendly Immersion Cooling for Data Centres' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

To keep up with the rapid growth of our Digital Economy, data centres are investing in new High Performance Computing servers that run at higher speeds. Yet, the excess heat generated forces the data centre cooling systems to work ever harder, thus increasing cooling energy costs and shrinking profits.  At the same time, data centres are struggling to adapt to customer demand for more affordable colocation and hosting services, not to mention comply with upcoming EU Green Data Centre regulations. To solve this critical problem, Submer has dedicated the past 2 years to developing our modular SmartPod® immersion ‘bath’. Highly efficient, with an autonomous sensing system and independent cooling circuitry, our proposed SmartPod 3.0 will be able to house 45kW of computing equipment in 1 small plug-&-play unit, versus today´s air cooling systems that require 9 standard server racks. Neat, dense computing is not the only benefit. Placing the entire server in our dielectric fluid bath radically reduces data centre energy consumption from today’s industry average of 1.7 mPUE right down to 1.03 mPUE (see proposal for an explanation of mPUE). We are effectively developing the next generation data centre configuration.With initial investments, we have successfully completed two major prototypes, the latest of which is fully functioning in an operational data centre. Extensive trial data has proved industry disrupting power consumption and functionality at TRL7. Our pricing and market feasibility also shows a clear opportunity to become leaders in the $ 7.12B data centre cooling market. We are requesting SME Instrument Phase 2 funding to finalise all needed functionality for initial clients and prepare for mass production. We propose to make key enhancements to our current full-sca
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 'INcreasing the uptake of AI technology in Retail' (INAIR), addressing dissemination and exploitation.

assistant: **Impact**

Technological advancements and changes in consumer behaviours after COVID-19 require retailers to accelerate their digital transformation to deliver differentiated consumer experiences and interactions. Nevertheless, the adoption rate of key digital technologies, such as AI, by MSMEs remains significantly low in the EU (DESI 2022), positioning the Union far from the Digital Decade target of 75%+ European companies adopting AI technologies by 2030. In most of the countries represented in the consortium, the AI adoption rate does not even reach the EU average. The European wholesale and retail trade sector is the 3rd to last in the EU regarding the adoption rate of AI technologies. A lack of a skilled workforce to adopt the integration of AI in retail hinders not only market growth in the EU and represents a significant risk for European SMEs of falling behind their global competitors and missing out on significant opportunities for growth and efficiency, and for making companies greener. In this context, the INAIR project proposal aims to reduce the AI skills gap of European MSMEs in Retail, to let them exploit the potential of AI for greening their businesses, support their competitiveness in the global market and ultimately contribute to reaching the digital decade target of 75%+ European companies adopting AI technologies by 2030. To achieve its aim, over 30 months, the consortium will:-Identify AI skills needs and gaps for MSMEs in retail in CY, DE, IT, PL and RO;-Devise, test and implement a scalable hybrid AI skills development program to re-/up-skill at least 150 owners and employees of MSMEs working in retail;-Develop teaching and training resources to support VET providers in integrating the project resources and tools into their work.Key results: AI Skill Needs
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 'Developing a Capture-Based Biomarker Assay Using cfDNA Methylation to Detect High-Risk Atherosclerotic Plaques in the Circulation' (U-BiomarCAPTURE).

assistant: **Concept**

The holy grail in cardiology is to identify high-risk atherosclerotic plaques that may cause a myocardial infarction. This is especially relevant for women, who often experience misdiagnosis or delays in the diagnosis of coronary artery disease. Current diagnostic methods are invasive, expensive, and fail to provide precise and timely insights into the state of the plaque. The U-BiomarCAPTURE approach builds on insights from the ERC CoG UCARE and ERC PoC U-BiomarCARE projects, where we identified sex-specific differences in plaque gene regulation and detected plaque-specific DNA methylation signals in cfDNA. U-BiomarCAPTURE project aims to create a more sensitive and scalable method for detecting high-risk plaques in cardiovascular patients, significantly reducing the likelihood of missing cases.U-BiomarCAPTURE is a blood-based biomarker assay designed to predict the presence of high-risk plaques (erosion or rupture) in both female and male patients presenting with signs and symptoms of ischemia. The key advantage of our blood-based marker over imaging techniques is that it does not require patients to be sent to the hospital, offering significant benefits in an overloaded healthcare system. Our development of the first biomarker assay for predicting high-risk plaques will represent a breakthrough in cardiovascular care. This innovation is a potential game changer for the healthcare sector, enabling the specific and timely detection of dangerous atherosclerotic plaques.