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 an impact statement for 'Implementation of workplace innovation scheme in Southern European SMEs', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The aim of INNovaSouth project is to stimulate Southern European SMEs to implement new organizational models for the management of human resources and innovative solutions for the modernization of the workplace.The INNovaSouth innovative model of best practices of non-technological innovation will allow Italian and Greek SMEs to find simple, immediate and innovative solutions to increase employee’s motivation and productivity, which will be translated into added value for the business and more benefits for the entrepreneurs. The piloting scheme will be initially implemented in Sicily and Thessaly regions, giving rise to a multiplier effect boosted by a targeted dissemination strategy conceived and implemented by partners. The model designed will be developed within an Online Manual of Good Practice on Workplace Innovations based on a four-quadrant matrix, resulting from two categorisations of practices and workplace innovations. The categories are defined according to the economic nature of the solutions (Monetary and Non-Monetary Innovations) and the grade of complexity for the implementation of those actions (Short-term and Long-term Innovations).  To adopt effectively these solutions, vouchers with value of € 8.000, funded by H2020 Programme, will be provided to be spent on workplace innovations activities, goods, and tools. Voucher provision will be regulated through an open call for projects that will ensure funds for 24 companies in the regions. In addition, SMEs managers and employees will have the chance to follow an online training programme in ICT WPI System offered by partners that will improve their competences in several topics.This new context-based mechanisms could attract more skilled workforce and generate entrepreneurial dynamism and widespread prosper
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 'Unlocking the potential of cryo-electron tomography by simplification of the sample preparation workflow' to be submitted under Horizon 2020.

assistant: **Abstract**

The interest for cryo electron microscopy (cryo-EM) has risen tremendously since the Nobel Prize in Chemistry 2017 was given for Cryo-EM. The next step in Cryo EM, Cryo Electron Tomography (cryo-ET), makes it possible to resolve tertiary and quaternary protein structure interactions in relevant biological samples such as cells and bacteria. However, in the current cryo-ET workflow the sample preparation is the bottleneck. Today, sample preparation is a manual process of 4-8 hours, involves 22 steps and is performed by a PhD level operator. Even so, >80% of the samples end up unusable, due to the extreme complexity of making samples. Sample preparation is therefore also incredibly costly, as imaging time on expensive Cryo-TEMs is wasted on trying to image unusable samples. In order to make cryo-ET fulfil its potential, the sample preparation has to become fast, cheap and reliable.DELMIC has completely reimagined the cryo-ET workflow, with the ultimate vision of completely automating sample preparation. Central to this workflow is the cryo-SECOM, which integrates a correlated cryo light microscope with a FIB/SEM system. Additionally, a unified carrier simplifies the placing and carrying samples around and the sample handling and loading/unloading procedures are automatized. We will tie all workstations together, basically creating a ‘cryo-ET sample prep robot’. This fully integrated workflow approach reduces the switching between many workstations, gives higher yield, and offers unprecedented precision in targeting the area of interest. By simplifying the workflow and reducing the preparation time, the Cryo-SECOM Workflow will allow researchers to innovate faster, decreasing the sample preparation time by 87% and improving the yield by 8-fold. The cost per sample will be
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 'Towards a gene therapy for age-related macular degeneration (AMD)' (AMD) under Horizon Europe.

assistant: **Objectives**

While the blood neural barriers represent significant hurdles for the development of gene therapies for neurological and ophthalmological conditions it is now becoming clear that many of these conditions actually present with disrupted barrier integrity as the driving force of the pathology. Included in these diseases is age related macular degeneration (AMD), in which we have shown that the blood retina barrier (BRB) is sub-clinically disrupted and is a key driving force for disease progression (ERC funded Retina Rhythm project).  Specifically related to this Proof of Concept grant, a novel form of therapy for the end stage of AMD, namely geographic atrophy (GA), is now desperately needed.  A targeted approach to locally delivering adeno associated virus (AAV) to endothelial cells of the BRB would offer the opportunity to restore barrier function and prevent disease. However, the current tools available to achieve this localized approach to gene therapy are not optimum. Here we will use an exosome encapsulated and endothelial cell specific AAV to achieve robust transduction of retinal endothelial cells. This modified and optimized AAV (Opti-AAV) will represent a novel tool in translating recently identified biological mechanisms into real and meaningful therapies for patients.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Advancing Bayesian Methods for Typo-Chronologically Dated Archaeological Datasets' (BTChron).

assistant: **Innovation**

BTChron aims to advance chronological methods in archaeology by developing innovative Bayesian approaches to the analysis of typo-chronologically dated datasets, where temporal attributes are typically reported as time spans. Failure to formally integrate these time spans into statistical analyses can potentially lead to biases in interpretation. The proposed research addresses the critical limitations of current methods, which are inadequate for dealing with chronological uncertainty.Applicable to any temporal analysis of large archaeological datasets, the proposal will make a substantial contribution to the field of quantitative archaeology by providing robust statistical tools for chronological analysis, ensuring the integration of legacy data into new, scientifically rigorous frameworks. The proposal is interdisciplinary, combining data science approaches with archaeological/historical methods and zooarchaeology. BTChron will select open access datasets to model temporal changes in three metrics commonly used in zooarchaeological analysis: LSI (Log-Size-Index), NISP (Number of Identified Specimens) and age-at-death. By focusing on faunal assemblages from Western Europe during the Roman period, BTChron will also provide a more accurate understanding of agricultural changes driven by Romanisation. The results will improve archaeological interpretations and contribute to open science through reproducible methods and accessible data.The proposed research will be conducted at the McDonald Institute for Archaeological Research in Cambridge under the supervision of Dr Enrico Crema, a leading expert in applications of Bayesian approaches to archaeological data problems.This fellowship will allow the Researcher to develop their expertise in data science approaches, which is
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 'Energy as a Service for clean transportation'.

assistant: **Innovation**

Road transportation dominates freight operations all around the world and is vital for economy welfare, trade and tourism due to its essential role in connecting production and final consumers. Nevertheless, besides benefits to society, it implies a major negative impact on the environment and health due to GHG emissions. Moreover, the sector has been growing continuously in recent years and this trend is forecasted to continue, making the strategy for decarbonized road freight transport a global priority. Modernization of road freight transport is needed. It is anticipated that electric trucks will be a key component of Europe’s efforts to reduce the impact of climate change and air quality but this strategy remains limited due to logistical impracticalities. At IM Efficiency, we have developed a breakthrough concept: the Energy Trailer, a clean energy service easy to be implemented in trucks already operating in the field. Our Energy as a Service cloud-based solution is the first service for the logistic industry which is able to save up to 50% of energy, double the range of e-trucks, supply power to the grid, and monitor the performance and control units through a user-friendly cloud interface. Recently, we have participated in the CleanTechCamp (Spain) and the Mobility Lab (The Netherlands) and we were also selected to pitch at the EU Sustainable Energy Week. We were part of the “PV in Mobility” program as experts in Solar Mobility. We address customers in the logistics industry: transport operators, distribution centres and energy retailers. We have built a solid ecosystem of partners and stakeholders for the rapid growth of our unique business (e.g. TNO, Emons Group and Gehlen-Schols Logistics). Our mission is to be the leading of road freight transport energy ser
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 'Foraging at the Edge of Capitalism' (FORAGING) under Horizon 2020.

assistant: **Objectives**

In this moment of economic and environmental breakdown, an unexpected source of income has risen in global importance: foraging. In Tibet and Nepal, scores of collectors rush to the mountains each spring to collect yartsagunbu – a rare mushroom more valuable than gold. In Siberia, “tuskers” scavenge for woolly mammoth ivory in the thawing permafrost. From Amazonia to Mongolia, artisanal miners extract precious minerals where transnational conglomerates have left. In the US, “Amazon nomads” tour foreclosed shops and sell their bounty online.Broadly understood as practices of collecting, scavenging and gleaning, foraging is a global phenomenon of our times. However, it only gains patchy attention in mainstream debates on conservation and development. What is missing is a conceptual understanding of foraging as a basic economic strategy and a form of socio-environmental entanglement. The objective of this project is to take on this task and develop a political ecology of foraging in the Anthropocene.The project is timely. In the aftermath of the world financial crisis between 2008 to 2011, foraging has gained in relevance around the globe. In an era when the dream of a middle-class life based on a stable, salaried job no longer seems viable, and in places where the welfare state is under pressure, has never existed or has vanished, foraging is often the only avenue to upward social mobility. At the same time, the climate crisis and concerns for the rapid loss of biodiversity are raising the urgency for environmental conservation. To understand the evolving frictions at this interface is highly relevant at this historical moment – both in academia and beyond.Interdisciplinary in outlook but grounded in anthropology, the project will be carried out by an international team o
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 new production techniques for highly efficient polymorphous solar cells ('H-ALPHA SOLAR')' (1998-2002).

assistant: **Concept**

Objectives and problems to be solved: The general aim of the project consists in the development of industrially applicable production techniques for solar cells using polymorphous silicon with stable efficiencies above 10%, exploring in-line batch as well as continuous roll-to-roll techniques, aiming to ultimately obtain a system cost of 1 EUR/Watt-peak (1EUR/Wp). The module manufacturing cost reduction aimed at will be reached by simultaneously increasing the photovoltaic efficiency, improving the production yield, increasing the feedstock utilisation efficiency, and decreasing the cost of ownership by enhancing the growth rate. Description of the Work: In this project we will cover the two mainstreams of production technology: in-line batch processing and continuous roll-to-roll processing. On the one hand, the inline batch process allows for fast progress since the technology is mature. On the other hand, the continuous roll-to-roll process offers a perspective to dramatically reduced production costs, but it requires much more process development time. In both cases, the projected improvements will be obtained in existing deposition hardware, where only the operational protocols and the configuration will be modified. Applying robust plasma process monitors, which will be developed and calibrated during the project, will control this modification. The work will be divided in 6 work packages. Their titles are. Materials and devices (optimisation)2. Process monitor (for control and quality assessment during production)3. Batch pilot line (The present technology: high-quality low-throughput)4. Continuous pilot line (Future technology: high-throughput)5. Assessment (of industrial perspectives)6. Coordination Expected Results and Exploitation Plans: The take-off of the
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'A novel generation of skin substitutes to clinically treat a broad spectrum of severe skin defects' (EUROSKINGRAFT).

assistant: **Innovation**

Large full-thickness skin defects resulting from burns, soft tissue trauma, congenital giant nevi, tumour resection, and disease leading to skin necrosis, represent a significant and common clinical problem worldwide. This problem is far from being solved. The main challenge encountered is that most autologous skin grafting techniques are based on transplanting split-thickness skin (the today’s gold standard). Split-thickness skin contains all of the epidermis, but only remnants of the dermis. This lack of dermal tissue, frequently leads to significant scarring. Consequently, a true dermal substitute is required, which instantly exerts the cell-instructive properties of a neo-dermis. The partners of EuroSkinGraft can now offer 2 dermal substitutes, Novomaix and denovoDerm, plus the dermo-epidermal skin substitute denovoSkin. The development of all 3 substitutes was significantly supported by the FP6-program (EuroSTEC). The envisaged clinical studies are aiming strictly at a one-step surgical procedure (instead of the common two-step procedure, using Integra Artificial Skin).This is to be reached with the following protocol:Clinical application of Novomaix1.Experimental arm 1: split-thickness skin on Novomaix applied on full-thickness wounds2.Reference arm 1: split-thickness skin applied directly on the wound bedClinical application of denovoDerm1.Experimental arm 1: split-thickness skin on denovoDerm applied on full-thickness wounds2.Reference arm 1: split-thickness skin applied directly on the wound bedClinical application of denovoSkin1.Experimental arm 1: denovoSkin applied on full-thickness wounds2.Reference arm 1: split-thickness skin applied directly on the wound bedThe strength of this project lies in: the high degree to which real regenerative medicine is transl
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 Solar-Powered Hydrolyzer' (HYDRER), addressing dissemination and exploitation.

assistant: **Impact**

We aim to determine the technical and economic viability of a novel water electrolyzer technology based in inexpensive catalysts from transition metal coordination polymers. Industrial water electrolyzers currently need the use of corrosive alkaline electrolytes or expensive noble-metal catalysts to reach reasonable efficiencies. Because of this, they cannot compete with low cost hydrogen production using fossil fuels through steam reforming. We have discovered that coordination polymers of earth-abundant metals are active water oxidation catalyst, competitive, fast and more robust than the best heterogeneous catalyst ever reported, able to reach over one million cycles working at neutral pH and ambient conditions. This suggests that our catalysts could be the basis of an efficient and affordable electrolyzer able to function using natural waters. The simplicity of operation and the inexpensive construction materials suggest that this new electrolyzer technology could have good market penetration. We expect to reach high efficiency and low costs for hydrogen production by combining this electrolyzer with a commercially available photovoltaic cell. The results will be analyzed and compared to current electrolyzers and hydrogen production technologies to further assess its viability and identify its competitive advantages. This electrolyzer technology will be protected (IP) and, if the results are positive, targeted to market.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Disruptive On-line Stylist Engine' (STILAVIA).

assistant: **Innovation**

STILAVIA is a new disruptive e-commerce platform that intends to provide on-line fashion shoppers with a totally new buying experience. Using our newly developed proprietary set of algorithms users will receive styling recommendations of specific clothing items based on their particular aspirations (to look thinner or taller; to emphasise breasts, shoulders, hips; to match the colour of clothing with the colour of the eyes or hair). This approach goes far beyond the usual on-line shopping procedure, which merely involves performing filtered searches in a previously selected retailer or offer aggregator, making the selection of the desired item based on pictures and written descriptions, and hoping that the size chosen will indeed fit. The consequence is that around 40% of purchases have some degree of dissatisfaction, either because the size was not correct or, mostly, because the piece of clothing does not meet the user expectations once worn. As a result 25% of the purchases are returned, with the retailer assuming the delivery expenses.The recommended items will be chosen among those on the databases provided by our strategic partners, major on-line retailers such as Zalando and Yoox, with whom we already signed B2B agreements. Our platform will help them to receive new costumers that will make satisfactory and definitive purchases, whereas we will receive a commission for each one of these transactions.In this SME Instrument Phase 1 we will launch a beta version of the platform in Spain (June 2015), and we will test it and improve it using the feedback of 300 users. In parallel, we will investigate the European market in order to adjust the algorithms to country-specific requirements, and with an eventual Phase 2 (which will include marketing activities) we will get