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: Explain how 'New remote sensing technologies for optimizing herbicide applications in weed-crop systems' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Agricultural production requires the use of herbicides as an essential tool to control weed infestations. Associated environmental and economic concerns have led to the creation of European policy that encourages farmers to optimize their use. These components are part of the agronomical basis of site-specific weed management (SSWM), whose efficient development somehow relies on the use of remote sensing technology for collecting and processing spatial data from sensors mounted in satellite or aerial platforms. Some limitations of this technology have been traditionally attributed to insufficient imagery resolution for mapping weed seedlings in early stages, just when the herbicide application is needed. Nowadays, these problems could be overcame by utilizing the new generation of remote platforms known as unmanned aerial vehicles (UAV), which can operate at low altitudes and, thus, capture images at the spatial resolution needed. This project involves the testing and applications of the UAV technology for effective weed management (or SSWM), mainly accomplished in two different crop systems: 1) Annual crops (i.e., sunflower, maize or tomato) and permanent woody crops (i.e., poplar or olive tree). The specific objectives will concentrate on the evaluation of the specifications (sensor type, imagery characteristics, crop-weed phenological stage) required for each type of crop and on the development of advanced algorithms for crop assessment and weed mapping using the captured remote images. The ultimate objective is to generate geo-referenced weed infestation maps for making in season site-specific herbicide treatments in early weed stages that, consequently, lead to a considerable decrease in the use of herbicide, a reduction in farm costs and an increase in agro-enviro
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 'BATTERY 2030+ large-scale research initiative: At the heart of a connected green society' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

Batteries are one key technology enabling a climate-neutral Europe by 2050. A pan-European research and innovation action is necessary to tackle the challenges preventing batteries to reach ultrahigh performance and to rapidly find new sustainable battery materials. The BATTERY 2030+ large-scale research initiative aims to invent the batteries of the future by providing breakthrough technologies to the European battery industry throughout the value chain and enable long-term European leadership in both existing markets (road transport, stationary energy storage), and future emerging applications (robotics, aerospace, medical devices, internet of things). This application for a Coordination and Support Action, with the acronym BATTERY 2030PLUS, will lead to the continued development of the BATTERY 2030+ large-scale research initiative. It kick-starts a European long-term research initiative on batteries. The main objectives are to develop the BATTERY 2030+ R&I roadmap and facilitate its implementation by coordinating and monitoring the consortia winning the calls LC-BAT-12, 13, 14 -2020. In addition, this consortium will in collaboration with the LC-BAT projects, propose guidelines for data sharing, standardization of protocols, and modelling methods/tools. The consortium will also prepare a common strategy for the protection and commercial exploitation of the results, as well as building competence by new European curricula and facilitate the communication, dialogue, and cooperation on cross-cutting topics. Together with the ETIP Batteries Europe the consortium will develop the SET-Plan for batteries and establish links to national and international battery stakeholder networks. The consortium gathers 20 leading European universities and research institutes (UU, Aalto,
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 'A Novel Method to Reduce Industrial Dust Pollution of Respirable Air'.

assistant: **Concept**

A spin-off from University of Oulu (Finland), Filtra Group Oy, has developed a revolutionary industrial dust extraction technology that gives 90% cost reduction compared to current state-of-the-art solutions. Our DustComb system addresses directly the urgent need for various industries (e.g. power plants, metals processing plants, etc.) to meet new air quality regulations that demand better extraction of particulate matter from the industrial emissions.Today, various emission regulations affect around 200,000 industrial units globally that need to comply with new emission norms by installing advanced filtration units in the coming years or close their operations. DustComb has been already validated in operational tests in SSAB steel plant and the results confirmed that our innovative fluid dynamics phenomena based technology meets all required emission standards. In addition, DustComb´s excellent cost-efficiency ratio, retrofitting compatibility, wide operating temperature tolerance, unique heat exchange feature, low maintenance costs, and other key benefits will ensure us fast market uptake globally.We have already reached to preliminary agreements with several potential clients in Europe and Asia via our industrial partners SSAB and Siemens VAI. We will generate our revenue from DustComb units’ sales and regular maintenance. By 2020, we plan to reach annual installation capacity of 400 DustComb units, which leads to approximately €100 million turnover and 300 new jobs. Today, we have secured all necessary resources and experienced team to finalize our technology development and evolve to sales-oriented emission control solutions provider.As a result of the SMEI phase-1 project, we have analysed the feasibility of our business, manufacturing and commercialisation plan
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 'Bicycle Anti-Lock Brake System (ABS) for Cycling Industry', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Nowadays more and more efforts are made to make the road traffic safer. Not just for the cars and trucks, but also for themotorbikes. The European Commission passed a legislation in 2012 that made the fitment of ABS for all new motorcyclesabove 125cc to be mandatory from 1 January 2016. This clearly demonstrates the trend that two wheeled vehicles mustfollow. The importance of reliable and effective breaking is also important for bicycles and electronic bikes (e-bikes) whosepopularity is constantly growing filling the gap between motorcycles and pedal bikes.We are VIDRASOFT a spin-off company of University of Pannonia established in 2002, specialized in automotiveelectronics, automotive mechatronics and automotive informatics. To reflect this trend in 2 wheeled transport safety we havedeveloped a game changing hydraulic type anti-lock braking system (ABS) for bicycle applications and have protected it witha patent. The functionality of the prototype system has been verified on several real road surface conditions (such as dry andwet asphalt, gravel and dirt roads) in a relevant environment (TRL6). This clearly demonstrates that we are ready forcommercialization.Regarding the market size, over 191 Million pedal bikes produced a year world-wide and it is estimated that by 2018 theglobal e-bike sales will be close to 50 Million. This clearly demonstrates that the market is huge. Based on our pre-feasibilitymarket findings we are initially targeting race and premium segment of pedal bikes as well as e-bikes. According to our initialbusiness projection we estimate at least 3.9 M€ profit in 5 year time after market entry.
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 how '2D Oxide and van der Waals layered devices' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Two-dimensional (2D) Van der Waals (VdW) materials have started a new era in the physics and chemistry of materials full of exciting challenges in fundamental science and also holding impressive technological promises connected to their atomic scale thickness. However, electrons in current 2D materials, with graphene being the most representative example, do not “feel” each other and their electronic properties are interpreted within single particle models. Correlated 3d transition metal oxides (CCO) are prototype correlated materials where the unscreened Coulomb repulsion between electrons in narrow 3d bands gives rise to a delicate entanglement between electronic attributes: charge, orbital and spin. Their complex interactions is at the bottom of non-trivial entanglements responsible for a wide variety of electronic ground states (superconductivity, multiferroicity, spin or charge order, quantum magnets, etc).  Moreover, these electronic phases can be manipulated by external stimuli (electric field, light, magnetic field etc) giving rise to a plethora of coupled responses. Typically these CCOs present broader range of functionalities than conventional 2D materials. In OXWALD the fellow Victor Rouco, will search for new synthesis strategies of 2D CCO freestanding monolayers, and their combinations in multifunctional heterostructures with conventional VdW materials. The main goal will be to imprint electron correlated groundstates into the one-electron states of vdW materials. This fellowship will be carried out at the Universidad Complutense de Madrid (UCM) under the supervision of Prof. Jacobo Santamaria with a secondment at the Institute of Materials Research ICMM-CSIC also in Madrid.


**Keywords:** complex correlated oxides, van der Waals, quantum materials
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 'NMD Complexes: Eukaryotic mRNA Quality Control' (COMPLEXNMD), addressing dissemination and exploitation.

assistant: **Impact**

Nonsense-mediated mRNA decay (NMD) is an essential mechanism controlling translation in the eukaryotic cell. NMD ascertains accurate expression of the genetic information by quality controlling messenger RNA (mRNA). During translation, NMD factors recognize and target to degradation aberrant mRNAs that have a premature stop codon (PTC) and that would otherwise lead to the production of truncated proteins which could be harmful for the cell. A wide range of genetic diseases have their origin in the mechanisms of NMD. Discrimination of a PTC from a correct termination codon depends on splicing and translation, and it is the first and foremost step in human NMD. The molecular mechanism of this process remains elusive to date.In the research proposed, I will undertake to elucidate the molecular basis of translation termination and induction of NMD. I will study complexes involved in human translation termination at a normal stop codon and involved in NMD. I will employ an array of innovative techniques including recombinant production of human protein complexes by the MultiBac system, mammalian in vitro translation, mass spectrometry for detecting relevant protein modifications, biophysical techniques, mutational analyses and RNA-interference experiments. Stable ribosomal complexes with termination factors and complexes of NMD factors will be used for structure determination by cryo-electron microscopy. State-of-the-art image processing will be applied to address the inherent heterogeneity of the complexes. Hybrid approaches will allow the combination of cryo-EM structures with existing high-resolution structures of factors involved for generation of quasi-atomic models thereby visualizing molecular mechanisms of NMD action. This interdisciplinary work will foster our under
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 'Effect of alpha-synuclein aggregation in glial cells and' (1998-2002), addressing dissemination and exploitation.

assistant: **Impact**

The aim of the project is to understand the role of alpha-synuclein deposition in glial cells and its effect on the appearance and progression of the neurodegenerative disorder Multiple System Atrophy (MSA)The aim of the project is to understand the role of alpha-synuclein deposition in glial cells and its effect on the appearance and progression of the neurodegenerative disorder Multiple System Atrophy (MSA).
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 'UNCARIA: UNcertainty estimation in CARdiac Image Analysis' (UNCARIA) under Horizon 2020.

assistant: **Objectives**

Cardiovascular diseases account for nearly 45% of all deaths in Europe, with a yearly cost to the EU economy of €210 billions. The emergence of a new generation of deep neural networks (DNNs), powered by higher computing capabilities and the availability of large amounts of data, has enabled unprecedented predictive accuracy, bringing the promise of improving risk assessment and early diagnosis to the field of computational cardiac image understanding. Unfortunately, clinical translation of these tools has not been effectively accomplished yet. A key reason is the black-box nature of these models: through the observation of large-scale annotated data, DNNs can build rich, complex decision boundaries in the image space, but the sequence of mathematical operations leading to such decisions is not readily interpretable by humans.The goal of this project is to open this black-box in a specific direction: building in these models the ability of understanding when they deliver a prediction with a well-founded confidence degree, and when a prediction is reached based only on local statistical regularities of training data and may not be reliable. Current models largely lack this ability, and this undermines their potential for clinical adoption. This project revolves around a fundamental idea: redefining the conventional way of training DNNs so that they can not only produce accurate diagnostic predictions but also model their own errors and have an awareness of them.This proposal involves the transfer of the candidate to a worldwide renowned computer vision group, with a secondment in a top-tier medical research institution, followed by a returning stage in one of the most prestigious biomedical image analysis research groups within Europe. The proposed workplan is designed t
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 'Deciphering the impact of bioelectrical communication on human neuromuscular organoid maturation.' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Stem cells and organoids have revolutionized our ability to build tissues and organ-like structures ‘in a dish’. Organoid models of a wide range of human tissues are increasingly applied to drug and treatment development and to fundamental and translational studies. However, the challenge of simultaneously growing more than one different tissues in a single functional organoid remains. Human neuromuscular organoids (NMOs) represent a landmark discovery toward building more complex and physiologically relevant human tissues in vitro. NMOs closely capture the cellular repertoire and structural and functional properties of the neuromuscular system, but, similar to other organoids, they do not reach adult tissue stages of maturation, at least in part, due to lack of connectivity and in vivo-like sensory inputs, including bioelectrical cues, essential in physiological phenomena. In a multi-disciplinary approach, the eNeuroMus project aims to test the hypothesis that delivery of brain-like input, currently excluded from NMO models, will enhance the complexity and maturation status of NMOs toward adult tissue stages. To this end, NMOs will be interfaced with conformable multielectrode arrays, based on organic conducting polymers, to expose NMOs to brain-like input via electrical stimulation and to record NMO electrophysiological activity in a growth stage-dependent manner. To decipher the effects of electrical stimulation on tissue maturation, electrophysiology assays will be combined with cutting-edge technologies, including spatial transcriptomics, optogenetics and advanced imaging. This analysis pipeline will result in a rich dataset, unravelling the long-term effects of electrical stimulation and the molecular pathways involved in the maturation of human neuromuscular orga
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 'NATURAL BIO-MASS AND MICROBIAL BIO-CONTROL AGENT SOLUTIONS FOR THE REPLACEMENT OF CONTENTIOUS INPUTS IN ORGANIC FARMING' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

BIO2 aims to transform organic farming (OF) by replacing contentious inputs with sustainable alternatives through innovative R&D. The main innovations are: (i) combining marine materials (fish discards and seaweed byproducts), microorganisms, and recycled sewage nutrients to create fertilizers tailored for OF; (ii) encapsulating biocontrol agents (e.g., yeast and bacteria) in biogenic materials to enhance their efficacy in protecting crops from diseases; (iii) developing processes for manufacturing microalgal-based agricultural fungicides; and (iv) producing immunostimulants and bark extracts with antiparasitic properties.To facilitate the integration of BIO2 solutions into OF and make them viable for farmers, we will scale up production processes and provide sufficient materials for testing in agronomic and animal trials from the project's early stages. The efficacy of these products will be studied and compared with contentious inputs, such as copper- and sulfur-based fungicides, mineral oils, manure from conventional farming, and synthetic antibiotics.BIO2 will prioritize sustainability assessments and actively engage stakeholders (industries, the OF sector, farmers transitioning to OF, and consumers) to develop products that are both environmentally friendly and accepted by end users. Potential barriers, such as raw material quality and availability, product costs, farmers’ acceptance, and regulatory challenges, will be addressed by diversifying material sources and involving key actors. By leveraging advanced technologies and interdisciplinary collaboration, BIO2 will deliver tangible outcomes, including the industrial production of at least 1 biocontrol agent, 2 fertilizers, and 1 antiparasitic treatment.Through its comprehensive approach, BIO2 not only addresses
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 'Pioneering ICT-platform setting the new standard on advertising and how consumers shop' to be submitted under Horizon 2020.

assistant: **Abstract**

Advertisers face huge challenges in reaching their audience: TV advertising gets fast forwarded and Internet users install ad blockers. This dramatically impacts the media industry (content producers, broadcasters) as large parts of their income streams consist of advertising. Alternatives to reach the audience through social media are whisking the income away from the EU market. For local stores, the high costs of digital advertising result in lack of visibility and competitiveness against major e-commerce sites, again shifting revenues outside EU borders.SPOTT makes video content interactive and shoppable (any content, any screen, online & offline buying). SPOTT targets the v-commerce market, a new fast-growing market with huge potential, combining 1) reach of video, 2) targeting power of digital media and 3) revenue-generating power of e-commerce.SPOTT brings added value to all stakeholders. To the audience: personalized inspiration and interactions with video. To content producers, brands, stores, advertising agencies and broadcasters: increased advertisement revenues and dashboard-based insights in the audience. To local stores: regained visibility and competitiveness on the digital market place.Belgian scaleup Appiness (°2013, 22 FTE) targets a fast international market uptake of SPOTT and has the ambition to become market leader with SPOTT as number one v-commerce solution worldwide. Through a step-wise geographical approach combined with a global approach, Appiness will quickly achieve critical mass of audience offering personalized and relevant content. Appiness targets an organizational growth towards 216 FTE by 2022.The SPOTT app has been launched to the audience in Belgium, Brazil, Canada, US and Portugal. Appiness has a 270 mio product database, closed cont