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: Compose a compelling abstract for 'Pyrolysis of Derived Residues of waste, providing Improved gas for Vehicle Engines' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Europe needs to import a half of the gas consumed, with the associated economic and geopolitical costs that it means. In the last years non-conventional gas sources have been developed. It is necessary to bet for new sources which are sustainable, as those based in biomass. The announcement made by the G7 Group at the Summit of June 2015 of phasing out fossil fuels by the end of the century is aligned with the European frameworks for 2020, 2030 and 2050. Also, waste management is an important issue, since around 485 kgs of waste are generated yearly per person in the EU, and Landfill and Waste Framework Directives have defined the reduction of landfilled waste. OSPRE Ltd is an SME from UK, composed of staff highly qualified in finance, chemistry and engineering. OSPRE is building a pilot plant in the UK based in a new EnergyFromWaste technology to transform municipal and commercial&industrial waste into a gas rich in methane (50-60%), which will be partly used for electricity generation. With this project OSPRE will complement the capabilities by developing Upgrade and Compression stages in order to generate Compressed Biomethane for vehicles engines. The technology, based in pyrolysis, processes 2.5 tonnes of waste per hour into 430 Nm3 of methane at a single 24 m2 module, (up to 4 times faster than Gasification and Anaerobic Digestion, which need thousands of m2). The Compressed Biomethane will be used as a fuel for the transport sector. Using waste as feedstock and generating gas at such a high rate make viable to propose Circular Economy business models, processing municipal waste of a given town and powering its public services vehicles with gas. OSPRE will commercialize this innovation. P-DRIVE will add a high value by allowing plants to be used for gas generation
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 Europe proposal on 'Robotics and AI as Enablers for Greener Dismantling, Remanufacturing and Recycling'.

assistant: **Innovation**

During the last years, EU manufacturing has faced production flexibility challenges by deploying, among others, novel hybrid manufacturing systems, involving collaborative robots and mobile manipulators combined with flexible grippers, vision systems, sophisticated tasks/actions planning solutions and flexible integration platforms. Despite the importance of AI enabled flexible robotic systems, several aspects settle back their wider adoption, and impact on the objectives of the green deal:•Limited cognition/ intelligence: existing solutions support non-trivial tasks but cannot act autonomously. •Insufficient perception and diagnostics: In a circular economy, there is an increased need for understanding the state of products or parts that are being handled, after they have been used.•Decision making is restricted: Current decision-making focuses on process or line level, not taking into account optimization at value chain level or per individual product. •Small scale adaptation of AI due to small number of available data and training needed, to support tailored solutions in high variability context.•Lack of use of explicitized knowledge in AI and robotics. Lifecycle data and knowledge is not used  across the value chain to improve decision making after a product’s first life. •Complexity in robot programming and interaction which requires the involvement of skilled engineers, does not provide flexibility in execution,Thus, ROB4GREEN aims to develop easy to use and deploy AI driven collaborative robotic systems, that can reason and adapt to a variety of strategies for processing products after their first life, both hardware and behavior wise, improving existing skills and generating new ones, working autonomously combining data and knowledge. Such systems will be valida
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 'Investigation of a novel immune cell type in Tuberculosis: characterization of the specificity, function and pathogen killing ability of T cells restricted by non-classical HLA-E molecules'.

assistant: **Objectives**

Based on recent work from the Tuberculosis Research group in the Department of Infectious Diseases at LUMC on the discovery of highly in vivo expressed Mycobacterium tuberculosis (Mtb) antigens, using genome wide bioinformatics and immunomics approaches, I here propose to identify Mtb derived epitopes presented by HLA-E from the most immunogenic and protective antigens identified thus far during Mtb infection. HLA-E restricted Mtb specific CD8+ T-cells represent a novel human T-cell subset, which has only very recently been identified, and which could be highly relevant during the immune response to Mtb infection. HLA-E expression is enriched in Mtb phagosomes compared to classical HLA class Ia family members, thus facilitating HLA-E loading by Mtb peptides in infected cells (Grotzke et al. 2009). In contrast to most other HLA class I molecules, HLA-E is relatively resistant to down-regulation by HIV, a co-infection that is responsible for most of the TB related mortality [2]. Identification of novel epitopes will be performed in close collaboration with Dr. Thomas Abeel at TU Delft during a 3-month secondment where I will implement an improved prediction algorithm for the selection of the best candidate epitopes. I will subsequently determine the ability of the identified epitopes to induce superior CD8 T cell activation, including their ability to induce Mtb killing in infected human macrophages. I will further dissect the molecular determinants that control Mtb peptide binding to and presentation by the two HLA-E alleles in relation to T cell activation. Furthermore, I will look at specific molecular elements of the T cell receptor (TCR) associated with efficient T cell responses by TCR sequencing. Taken together, I will identify new Mtb HLA-E presented epitopes, dis
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 'A high performance solution for predictive analytics' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

The predictive analytics market is undergoing an impressive growth. Indeed, organizations that incorporate that technique into their daily operations not only better manage the present, but also increase the probability of future success.Intelnics develops the professional predictive analytics solution called Neural Designer. It makes intelligent use of data by discovering complex relationships, recognizing unknown patterns, predicting actual trends or finding associations. Neural Designer out-stands in terms of functionality, usability and performance.  Current technology lacks from advanced model selection techniques, and usually requires many computational resources. The main challenge for Neural Designer is to include a framework capable of untangling complex interactions in big data sets. In order to do that, the software must achieve ultra high performance by means of more efficient algorithms, code optimization and multi-core processing. The intended users of the solution are professional data scientists, which work at analytics departments of innovative companies, consulting firms specialized in analytics or research centres. Neural Designer will be capable of analysing bigger data sets in less time, providing our customers with results in a way previously unachievable. The goal is to successfully market Neural Designer. The feasibility assessment of Phase 1 will help us to validate our working hypothesis regarding technical, commercial, financial and legal issues. This study will allow Intelnics to apply for Phase 2 support, in which Neural Designer will be developed to a level of global competitiveness.The predictive analytics market is largely dominated by the United States, but completion of this project will introduce a European product in the market place
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 'Recovery of Urban Excess Heat' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

There is enough waste energy produced in the EU to heat the EU’s entire building stock; however despite of this huge potential, only a restricted number of small scale examples of urban waste heat recovery are present across the EU. The objective of REUSEHEAT is to demonstrate, at TRL8 first of their kind advanced, modular and replicable systems enabling the recovery and reuse of waste heat available at the urban level. REUSEHEAT explicitly builds on previous knowledge and EU funded projects (notably CELSIUS, Stratego and HRE4) and intends to overcome both technical and non technical barriers towards the unlocking of urban waste heat recovery investments across Europe. Four large scale demonstrators will be deployed, monitored and evaluated during the project, showing the technical feasibility and economic viability of waste heat recovery and reuse from data centres (Brunswick), sewage collectors (Nice), cooling system of a hospital (Madrid) and underground station (Berlin). The knowledge generated from the demonstrators and from other examples across the EU will be consolidated into a handbook which will provide future investors with new insight in terms of urban waste heat recovery potential across the EU. Innovative and efficient technologies and solutions, suitable business models and contractual arrangements, estimation of investment risk, bankability and impact of urban waste heat recovery investments, authorization procedures are examples of handbook content. The handbook will be promoted through a powerful dissemination and training strategy in order to encourage a rapid and widespread replication of the demonstrated solutions across the EU.


**Keywords:** Urban waste heat recovery investments, innovative business models, demonstrators, hospital, datacenter, se
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 'Business models in a world characterised by distributed generation' (BUSMOD) under Fifth Framework.

assistant: **Objectives**

The technical and scientific objectives of the project are achieved at two levels: This project attempts to design a business modelling methodology that takes into account all these features by providing an interrelated viewpoint approach, by taking into account ICTs as a part of the business to be taken into account during the design phase instead of a way to automate processes like it is used in existing businesses and considering the environmental effect as a way to calculate the value of the activities. Distributed generation and deregulation of the electricity marker are changing the way the electricity market sector behaves.
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 'European-study on Quantifying Utility of Investment in Protection from Tobacco'.

assistant: **Objectives**

Tobacco smoking costs the EU an estimated 98 to 130 billion Euros each year – just above 1% of the EU Gross Domestic Product in 2000. A large, robust and consistent evidence base indicates that coordinated, high impact and comprehensive approaches are the most effective way to reduce smoking initiation, prevalence and intensity. Despite this, policy makers and public health procurers often lack the data and financial justification to make the case for investment in tackling the scourge of tobacco. The CER project “EQUIPT” brings together expertise from multiple disciplines and aims to provide health care policy makers with bespoke information about the economic and wider returns that investing in evidence-based tobacco control including smoking cessation agendas can generate. Learning from a very recent UK experience, EQUIPT will co-create and test a “return on investment” (ROI) tool, designed for use by tobacco control advocates, policy makers and public health procurers. The first stage of the project will develop the existing ROI tool for use in four EU Member States – Germany, Spain, Hungary and the Netherlands. Following this, it will test the transferability of the ROI methods to other EU countries (including lower-income Member States) with a view to guiding comprehensive tobacco control policies. The innovation of this project is its focus beyond simply estimating the cost-effectiveness of individual interventions: instead it will evaluate comprehensive tobacco control in an approach that mirrors real practice, where various interventions are delivered concurrently. In combination with a structured dissemination plan involving key stakeholders, this will improve investment in effective tobacco control and cessation services, in turn reducing the incidence of maj
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 'Polysaccharide upgrading via chemical and enzymatic modifications' under Fourth Framework.

assistant: **Concept**

Research objectives and content The objective of the project is the modification of industrially relevant polysaccharides such as starch, cellulose, chitin and guaran to obtain polymer systems with commercially interesting properties (e.g. hydrogels, thickeners, emulsifiers). To this end, the polysaccharides will first be selectively oxidised at the primary alcohol position to obtain the corresponding aldehydes or carboxylates. This oxidation can be performed either through a TEMPO-mediated hypohalite oxidation or with galactose oxidase. The obtained polymers will be further functionalised; e.g. via cross-linking with a bifunctional agent, introducing positive or negative charges or introducing long chain alkyl groups. These are common reactions from organic chemistry: reductive amination, esterification or amidation. An important aspect is physico-chemical characterization of the obtained polymer systems, for example rheology and laser light scattering. Furthermore, analysis should be possible due to the fact that derivatisation will be completely selective for primary positions, which will increase the understanding of the structure-property relationships for polysaccharides. Training content (objective, benefit and expected impact) The applicant will increase his knowledge on polymer chemistry, polymer physics and polymer modification. Several of the techniques to be used are new for the applicant such as optical/chiroptical spectroscopy and microcalorimetry Links with industry / industrial relevance (22) The applicant did his PhD research at the TNO Nutrition and Food Research Institute.
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 'Addressing  the Environmental Impacts Of Food Loss And Waste Prevention And Its Rebound Effects', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

If food loss and waste (FLW) were a country, it would be the third leading cause of greenhouse gas emissions. FLW also burdens waste management systems and exacerbates food insecurity, , contributing significantly to the three global crises of climate change, nature and biodiversity loss, and pollution and waste. PRECIOUS, an transdisciplinary alliance of 20 entities from 11 EU countries, believes that reliable data on the environmental impacts of FLW is crucial for accelerating EU progress towards climate targets and reducing environmental impacts (including biodiversity) across the food supply chain. The project´s collective understanding is that the challenge goes beyond measuring the amount of food saved or CO2 emissions. When food is wasted, valuable and limited resources such as water, land use, and energy are lost, while 8.9% of the worldwide population  is suffering from hunger accordingto FAO, therefore, depleting the planet's natural resources. It is critical to broaden our understanding of the issue to transform the food system and raise public awareness that motivate change. PRECIOUS aims to contribute to the transformation of food systems by addressing existing data gaps and developing a unified and openly accessible evaluation framework to quantify the economic, environmental, and social impacts of strategies to reduce FLW, taking into account potential rebound effects.The project will engage stakeholders from 2 Use Cases (Spain and Greece) and 3 Co-creation and Replication Nodes (Poland, Lithuania, Hungary) to address systemic causes across geographical boundaries. The project aims to induce a fundamental change in attitudes and behaviours towards food consumption and disposal through collaborative efforts and innovative methods, fostering a more just and
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 'Multiscale Dynamics with Ultrafast High-Resolution Relaxometry' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The properties of individual molecules and condensed matter are at the origin of the functions of almost every single product conceived, produced or analysed. Understanding and improving the properties of condensed matter requires the determination of both structure and dynamics with atomic resolution over a very broad range of timescales. No technique is available today to determine dynamics from picoseconds up to microseconds of complex systems in liquids with atomic resolution. The HIRES-MULTIDYN project introduces a ground-breaking technology: ultrafast high-resolution relaxometry (UHRR), which synergizes the high-resolution power of high-field nuclear magnetic resonance with multiscale dynamics low-field relaxation based on a new concept for critical fast-field switching. We will design, build, and test the first two proof-of-concept prototypes of UHRR instruments. We will develop the theoretical framework to understand the unprecedented measurements obtained by UHRR and interpret them in terms of molecular motions. We will exploit UHRR prototypes in a series of proof-of-concept applications covering a broad range of fields (drug design, food and health sciences, energy). These applications will demonstrate the unprecedented analytical power of UHRR and generate the momentum required to lead to the future development of a commercial UHRR system built in Europe. The HIRES-MULTIDYN project brings together a tight and complementary consortium of engineers, experimental scientists and theoreticians who are world leaders in NMR methods development, instrumentation, applications and in the theoretical foundations of magnetic relaxation and molecular dynamics simulations. Our ambition is to develop UHRR as a novel technology to determine the dynamic properties of condense
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 'OECD Study on the Incidence and Impact of Tax Support for Research and Innovation' (TAX4INNO).

assistant: **Concept**

This project is part of efforts to monitor and assess research and innovation policies in Europe and beyond. New indicators and empirical policy analysis can contribute to the coordination and increased focus of individual country policy efforts to obtain the desired impact on growth, jobs and prosperity through research and innovation policies. In recognising the role of innovation in tackling 21st century challenges, this project implements the goals of the Horizon 2020 Work Programme “Europe in a Changing World: inclusive, innovative and reflective societies” by contributing new research tools and evidence on the role of public support measures as an instrument for improved innovation and socio-economic outcomes in society.Building on OECD’s unique expertise and access to a number of networks of official national experts, this project aims to: (1) Provide new evidence on the incidence and design of R&I tax incentives, building internationally comparable evidence on the size and nature of incentives provided by governments to support R&D and innovation through their tax systems;  (2) Deliver new evidence on the impact of R&I tax incentives, deepening our understanding of the impacts of R&D tax incentives on business innovation and economic performance, through within- and cross-country econometric micro-data analysis; and (3) Fostering knowledge sharing on the incidence, design and analysis of impact of R&D tax incentives.