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 'Subtype as a key to reduce heterogeneity of treatment effects in major depressive disorder' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Major depressive disorder (MDD) is a leading contributor to disability and suicide. It is the most costly brain disorder in Europe. Although multiple treatments are of proven efficacy, individual responses to treatments vary considerably and MDD recurrence is common. There is considerable motivation to improve treatment regimen for individuals with MDD. However, it has been challenging because of the fundamental lack of understanding about the causes of variable treatment outcomes. MDD is widely accepted as a heterogeneous disorder; yet, most research strategies effectively consider MDD as a single disorder. Progress in understanding the variable treatment response will depend on “patient stratification”, i.e., identifying and accounting for patient heterogeneity when evaluating treatment efficacy.SUBTREAT proposes a unique direction which considers subtype as the key to link aetiological and treatment effect heterogeneity. Our approach is to break down the heterogeneous treatment outcomes of MDD into more narrowly defined subtypes with divergent aetiologies. Specially, I propose three work packages: 1) dissect treatment heterogeneity across subtypes; a particularly innovative aspect of SUBTREAT is that we will use advanced data science approaches to identify novel subtypes which correlate with differential treatment outcomes; 2) determine divergent causes underlying MDD subtypes; we will comprehensively investigate causes at three levels including genetic and causal epidemiological risk factors, and brain cell types; 3) develop a novel prediction algorithm for treatment outcomes stratified by patient subgroups. SUBTREAT will illuminate the causes of MDD subtypes and the principal patterns of how subtypes contribute to differential long-term treatment outcomes. SUBTREAT
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 'MASTERCOW, an antibiotic-free bioinorganic therapy for bovine mastitis', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Bovine Mastitis is a bacterial infection of the cow udder. It is the major problem in the dairy sector, causing losses of approximately €1.5Bn in Europe each year, with each case costing the farmer over €400/case. Current mastitis treatment is very inefficient and is wasteful. Indeed, most part of current treatments use conventional antibiotics. These solutions are not ideal: - they are not always effective - bacteria can gain resistance to the antibiotics - for a period of time during and following treatment (the 'withdrawal period' which can be up to 9.5 days) the milk must be discarded to prevent entry of antibiotic residues into the human food chain.CNTLAB, the SME proposers, has developed a totally new approach in bovine mastitis therapy: MASTERCOW. Unlike antibiotics which can be ineffective and carry the risk of resistance, MASTERCOW allow to achieve a strongly increased cure rate (from 70% up to 99%), with a lower cost, decreased therapy duration ensuring wellbeing of the cow.MASTERCOW is an intramammary technological mixture, based on Bioinorganic chemistry, that is directly nebulised through the orifice of the mammary gland of the milk cow. MASTERCOW has been already tested in ab environment and we received expression of interest from breeders willing to launch a demo project.The market we are targeting has an overall value of 1,5B€ (therapies for dairy cow mastitis) and we aim at reaching 9% of this sector, foreseeing 14M€ turnover at Y4. MASTERCOW has the potential to create a totally new market in mastitis therapy: antibiotic-free therapies.The PH1 project will aim at validating the product concept on the market and at fine tuning the distribution strategy by identifying the right commercial partners in addressed markets. We will also run a small pilot test
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 'Optimization of the production chain for high performance'light natural sandwich materials' (lns) as a basis for scaling-up' to be submitted under Fourth Framework.

assistant: **Abstract**

Introduction The Wilhelm-Klauditz-lnstitut at Braunschweig in cooperation with Tubus Bauer Company at Bad Säckingen are currently developing a light natural sandwich material (LNS) with wood based top layers and a core of evenly orientated hollow plant stalks embedded in a matrix of natural foam. These natural sandwich materials are very light and extremely rigid. The production of LNS comprises an environmentally friendly primary production, manufacture, processing and disposal. LNS can be used for a broad range of applications. In this proposal it is aimed to substitute sandwich materials made from plastics or light metals regarded as 'high tech - products' and used in vehiclce construction and transport systems. Many companies have already expressed their interest in using LNS.  Objectives The overall objective is to provide the basis for scaling up the production of high performance LNS by further development of the whole chain from the primary production of the stem raw material to the technical processing of LNS.  This will be done by: . Use of pure plant-based core foam matrix and bonding adhesives in top layers. . A comparison of system quality characteristics for `LNS suitability' using different crops: Arundo donax, Bamboo, Miscanthus, annual and perennial rye, triticale, hemp and nettles. . Improvement of the stalk raw material by developing an optimized cultivation method with emphasis on Miscanthus. . Production and testing of pilot products in cooperation with commercial partner.  State of art The manufacture of light sandwich materials is mainly based on PVC, polyurethane or aluminium. The use of synthetic materials is critical with respect to production and disposal, and the production of aluminium based sandwich materials needs a very high energy input.
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 'Double-Active Membranes for a sustainable CO2 cycle' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The exploitation of fossil fuels brought our ecosystem on the edge of catastrophic changes. Mankind’s current challenge is to reverse the increase of greenhouse gases emissions to mitigate the serious consequences on the global climate. In this scenario, the transition of modern society to a more sustainable and circular economy must be accelerated. One of the key pillars of this transition is the implementation of a sustainable CO2 cycle, based on net-zero emissions Carbon Capture and Utilization processes. Membrane-based technologies could play a pivotal role to bring this vision closer to reality. Indeed, thanks to their high efficiency, scalability, easy operability, they are candidates for the efficient capture and use of CO2. The goal of DAM4CO2 is to develop a novel membrane technology for the simultaneous CO2 separation and its photocatalytic conversion to C4+ molecules, as renewable fuels. DAM4CO2 will overcome the conventional membrane technologies by developing double active membranes (DAMs) with a durable and highly selective gas separation layer and a photocatalytic layer able to simultaneously combine in one pot reverse water gas shift (RWGS) and Fisher-Tropsch synthesis (FTS) to obtain C4+ molecules. The project will deliver a prototype, designed using the design-build-test-learn approach, for a proof-of-concept validation in lab-conditions. Close attention will be paid to the use of non-critical raw materials at every stage of the process, and the carbon-neutrality of the entire process will be certified by a full life cycle analysis. DAM4CO2 brings together the complementary expertise of our team in the areas of organic, inorganic and physical chemistry, materials science, and chemical engineering for the development, synthesis, and characterization of
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 'Posa-polishing of spherical lenses with high aperture angles' (1994-1998).

assistant: **Concept**

The results of the project demonstrate that it is possible to polish lenses with high aperture angles by a modification of the Synchrospeed-kinematics. In addition it was possible to identify the main effects, which influence the reproducibility of the polishing process. The reproducibility is strongly affected by the adjustment of the pad and suspension to the glass materials. In addition a relationship between the work of the spindles and the material removal could be identified.The mentioned result were concluded from the following items (delivered during the project):1) Description of the kinematics by mathematical equations2) achievable results and dominating parameters3) reference parts representing attainable quality by other kinematics4) measures to improve the process by using optimised tool and clamping devices5) new machine concept VARIOSPEED"6) simulation software to describe the achievable accuracy using full area tools for "Synchrospeed"7) influence of geometrical parameters and clamping device on attainable quality8) influence of suspension, glass and pad material on polishing results and reproducibility9) possibilities to control polishing process10) outline potential for optimisation. Recently, new areas of application have opened up for the optical elements with high aperture angles which are the subject of this proposal. Optical elements with extremely small dimensions are becoming increasingly important, particularly in medical technology, in minimal invasion, imaging techniques (e.g. endoscopy). Further areas of application for optics of this nature are high resolution infra red lenses which are used in monitoring, control, image processing and micro projection. Optics with high aperture angles and processing qualities are also required for collecti
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 'Innotive Training Environment for Researchers Combining the Resources of Statistical Science, Informatics & Genetics' (INTERCROSSING), addressing dissemination and exploitation.

assistant: **Impact**

The principal strategic objective of INTERCROSSING is the cultivation of a new type of young researcher to deal with challenges of exploiting the latest Next Generation Sequencing (NGS) technologies – individuals with rigorous training in three disciplines hardly ever found together any one young scientist: population genetics, informatics and statistics.  The need for this supra-disciplinary combination of skills reflects the extraordinary new demands produced by technologies that allow us to sequence whole genomes, and to quantify their regulation and expression in many samples from the same species in multiple locations. This torrent of data overwhelms current computational, genetic and statistical approaches for distinguishing the biologically relevant patterns from the background noise.The consortium behind INTERCROSSING – including five universities and seven SMEs spanning nine EU countries – are all using the NGS technologies, but have found the recruitment of appropriate Early Stage Researchers (ESRs) a major obstacle to building on their innovations. This fundamental shortage in the EU research community is slowing the scientific and industrial exploitation of these groundbreaking new data streams; the shortage of key talent occurs worldwide, and has attracted major investment in other regions (e.g. at the Beijing Genome Institute).A combination of industrial and academic partners will deliver training courses equipping the ESRs to traverse the barriers between these disciplines. Taught courses will provide practical experience of NGS data acquisition, computational methods, model-based statistical inference and population genetics.  These skills will allow the ESRs to implement state-of-the art methods to the new data.  The ESRs will also be trained in a suit
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 'Development of a modular, all-POLYmer SOLar thermal collector for domestic hot water preparation and space heating' (POLYSOL).

assistant: **Concept**

By 2020, the EC aim to increase our overall renewable energy capacity from 8.5% to 20% as a proportion of Europe’s total energy demand. Considering that domestic heating and hot water provision accounts for nearly 40% of total energy demand it is clearly desirable to increase market penetration of renewable heating systems. On a domestic scale solar thermal systems are increasingly common and are, to the general public, the most visible renewable energy technology. Moreover, compared to biomass they have distinct user benefits when it comes to domestic heating or hot water provision as they do not need physical feedstock. However, despite significant market growth their market penetration only accounts for 0.05% of our total energy consumption. This is mainly due to the high initial investment required which is a function of equipment and installation costs. Conventional collectors rely on high value materials such as copper and aluminium, which are essential to achieve acceptable performance. However, these materials are also relatively expensive and it is unlikely that component costs will decrease in the future. Moreover, supply of these materials is limited and not large enough to cope with expected increases in demand. Alternative materials such as polymers have been investigated and can theoretically offer significant cost savings due to potential weight reductions, mass production techniques and increased freedom of functional design. However, they are generally not suitable for domestic type solar thermal installations. This is mainly due to their low heat deflection temperature and thermal conductivity. In PolySol we aim to develop a novel polymeric collector that can substitute a metallic solar thermal collector for domestic heating and hot water applications.
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 'Strong, Lightweight and Indestructible Marble' to be submitted under Horizon 2020.

assistant: **Abstract**

BUDRI is an Italian company specialized in the execution of large scale luxury marble project for clients worldwide. Marble has been used as a construction material since classical times (Ancient Rome and Greece) due to its beauty, strength and durability. In recent times, marble is still highly valued as a construction material because although new modern materials have come up, marble is still far superior in terms of durability (average marble lifetime is 50 years compared to vinyl/hardwood at 10 years) and aesthetic characteristics. BUDRI have identified a business opportunity for strong, lightweight and indestructible marble (SLIM) for usage in a number of existing and emerging markets. With our unique production methods, we can produce marble of width of 1 mm and upon layering with composite materials and resins can produce flexible and strong natural stone with a 90% reduction in weight. With our SLIM manufacturing processes, we can eliminate up to 90% of the weight compared to conventional marble and up 35% compared to our nearest lightweight competitor. Our SLIM material is produced from off-cuts produced during our original marble business to eliminate wastage in the natural stone industry and by using thinner slabs we can preserve global resources of natural stone for years to come. At BUDRI we have identified a number of markets which desire new advanced materials which maintain their strength and durability with a low weight penalty. Our first route to market given the scale of our current operation is in developing eyewear made from natural stone. With the current eyewear market valued at €80 billion worldwide and expected to grow to €120 billion we feel that BUDRI are uniquely placed to take advantage of the need for natural materials which maintain their
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 'Evidence Based Big Data Benchmarking to Improve Business Performance'.

assistant: **Innovation**

Organisations rely on evidence from the Benchmarking domain to provide answers to how their processes are performing. There is extensive information on how and why to perform technical benchmarks for the specific management and analytics processes, but there is a lack of objective, evidence-based methods to measure the correlation between Big Data Technology (BDT) benchmarks and an organisation’s business benchmarks and demonstrate return on investment. When more than one benchmarking tool exists for a given need, there is even less evidence as to how these tools compare to each other, and how the results can affect their business objectives. At the heart of the DataBench project is the goal to design a benchmarking process helping European organizations developing BDT to reach for excellence and constantly improve their performance, by measuring their technology development activity against parameters of high business relevance. DataBench will investigate existing Big Data benchmarking tools and projects, identify the main gaps, provide a robust set of metrics to compare technical results coming from those tools. It will provide a framework to associate those technical results with the economic processes that are imperative to a company. It will provide a robust set of benchmarks to assess which tools respond best and provide the most pertinent information for organisation’s economic planning and respond to their current and emerging industrial needs. It will provide a software tool which the industrial and research community users can leverage to do this evaluation. DataBench will interact with ICT14 and 15 projects to give access to this tool and framework to leverage the Big Data benchmarking investment so far carried out in the benchmarking community, contributing
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 'Fake nEws Risk MItigator', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Online social networks, news media and web platforms are the way contemporary societies operate for communication, information exchange, business, co-creation, learning and knowledge acquisition . However, the veracity of information circulating in the digital world is often in dispute. Indeed, disinformation and fake news (D&FN) increasingly affect and distort public opinion. National governments and supranational institutions recognize the spread of D&FN as a pernicious social problem. Indeed, the diffusion online of D&FN may have severe consequences. First, the spread of D&FN might infuse uncertainty and fear, intensify the crisis situations, weaken the European societies aggravating their divisions. In turn, the increase in divisions and fear leads to episodes of physical violence offline and other hate crimes. As such, D&FN have the power to polarise public debates and put the health, security, and environment of EU citizens at risk. Finally, the use of fake accounts, the involvement of AI-generated fake content and the use of bots that can spread D&FN at scale pose additional problems. FERMI will exploit a holistic and cross-disciplinary methodology towards a framework that will thoroughly analyse D&FN and their sources, in combination with all the socioeconomic factors that may affect both the spreading of such incidents and their effects on multiple dimensions of society. Comprising a set of innovative technological developments, FERMI will facilitate EU Police Authorities to detect and monitor the way that D&FN spread, both in terms of locations and within different segments of the society, and to put in place relevant security countermeasures; it will produce and diffuse tailor-made training material designed for i) European Police Authorities, ii) other profe