RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'The RapiD and SecuRe AI enhAnced DiaGnosis, Precision Medicine and Patient EmpOwerment Centered Decision Support System for Coronavirus PaNdemics' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

In this project, a multinational consortium of high-tech SMEs, academic research institutes, biotech and pharma partners, affiliated patient-centred organisations and professional societies will achieve a multi-faceted diagnostic and prognostic platform and a precision medicine approach. This consortium will together realize a patient empowerment centred decision support system that will enable multiple stakeholders to participate in improved and more rapid diagnosis and prognosis, as well as the potential of precision medicine for accelerated development of new therapies. Citizens and patients will be empowered to contribute to the efficient planning and usage of resources. The project will begin by rapidly delivering a nomogram. Data from the pandemic will be used to validate and further optimise a scalable multifactorial diagnosis/prognosis solution. Existing and new data and sample collection efforts will be used to perform molecular profiling, which - using advanced AI techniques will be shaped into a precision medicine approach. These initial outputs will undergo further enhancement and assessment to evaluate the value they add to the development of a decision support system. The entire effort will be supported by the deployment of a federated machine learning system that will allow for the GDPR compliant use of multinational data resources. The various iterations of the decision support system and the federated machine learning system will be made available to other coronavirus initiatives with the intent to develop a stakeholder community that forms the basis for a highly efficient innovation ecosystem. Our proposed study will be one of the first to develop innovative machine learning, and clinical procedure improvement that will potentially make a huge socio-ec
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 'Quality and flexibility improvements in tig welding by using innovative, vision and computer, aided welding' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

Welding process is a cross-disciplinary technique widely used in manufacturing of products. Moreover the TIG welding is more specifically dedicated to high tech. products and to various applications like medical, aeronautic, metallurgy, automotive, and so on. The main problem of industrials using TIG welding process is today to close the gap between specifications of quality department and ability of the process (actually mechanised process or qualified operators) to reach quality specifications with less than 1, 2 or 5% of trash goods. Such industrial constraints are included in strategy of European SMEs industries that have to compete with aggressive foreign industries. Simple welding tasks are commonly automated thanks to mechanised systems, but industrial companies come against the difficulty to automate more complex welding tasks with acceptable costs and performances. The present project will to fill in the gap with an innovative concept that intends to improve the performance of welding process thanks to an image processing of the welding pool coupled with real-time computer control. SME companies are aware of the economical and competitive necessity to improve their process and the intended development offer the best opportunity. The intended project will focus on the requirements of industrial companies: * the process should be flexible enough to cope with the production change that is to say the parametrisation of the CAW must be simple enough to allow production change in less than 2 hours in some kinds of configuration (medium scale production) and less than half a day for large series * the flexibility criteria must not affect the accuracy of the welding process: the quality of welding scene vision must be constant and not move with the changing of paramete
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 'Charge separation, lightning and radio emission in low-mass objects' (LIGHTNING), addressing dissemination and exploitation.

assistant: **Impact**

This project will investigate the hypothesis that dust clouds are a major source of charge separation and discharge processes in very low mass, extrasolar objects like M-dwarfs, Brown-Dwarfs, and planets. The aim is to model charging, dust formation and sedimentation in dusty media to understand how the atmospheric ionisation mechanisms change at the border from stars to planets in the M-dwarf--Brown-Dwarf transition region where radio emission starst to exceed X-ray emission, and to investigate the physics and the occurrence of intra-cloud lightning outside our solar system.  Lightning is suggested to have triggered the occurrence of life on Earth.Dusty media are generally very common on Earth and in space, for example in volcano plumes that influence the local climate on Earth, on Mars where it blocks Mars-Rover's wheels, in dust-clouds in Brown Dwarfs and planets which determine their chemistry and their detectability, or in planet-forming disks. All have in common that dust of mixed composition is abundant in a turbulent environment in a variety of sizes. This project will perform a characterisation of dusty astrophysical plasma, systemically study charge separation processes and draw comparison to known scenarios in volcanos and Martian plasmas. The project determines stellar parameter and dust cloud characteristics (e.g. cloud height) for which dust cloud charging becomes important, and under which conditions lightning can occur.  A charge conservation model will be coupled to a non-equilibrium chemistry to search for discharge-related molecules and for pre-biotic molecules that might occur during lightning. Applications to standard model atmospheres will be carried out to study the influence on the spectral energy distribution and the object's albedo. The long-te
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 'The role of Base Excision Repair (BER) for extreme radiation and desiccation resistance of Deinococcus radiodurans' (BER), addressing dissemination and exploitation.

assistant: **Impact**

Deinococcus radiodurans (DEIRA) is an extreme radiation and desiccation resistant bacterium, which tolerates radiation doses up to 5000 Grays without loss of viability. The mechanism of this outstanding resistance is not known, but is probably a result of efficient genome packing, cell structure and DNA repair. For ten years the fellow has studied structure/function relations of proteins in the Base Excision Repair (BER) pathway from DEIRA, in order to determine their role for the extreme radiation resistance. Results from crystal structures of six BER proteins show that they possess both catalytic and structural modifications which may improve the DNA repair efficiency and repertoire of this organism. The general idea is that double strand break (DSB) repair is most important for the ability of DEIRA to maintain its genome stability during exposure to ionising radiation. However, recent results show that BER proteins are important for prevention of DSB, and suggest that the BER pathway is more important for the radiation resistance of DEIRA than previously believed. This hypothesis will be tested by performing gene expression profiling (RT-PCR) of native strains and analysis of genome reassembly and viability of BER knock out strains, upon exposure to ionising radiation. The biological function of metal clusters in selected BER proteins will also be analysed by Electron Paramagnetic Resonance (EPR) and X-ray crystallography. The project will be hosted by Instituto de Technologia Química e Biológica (ITQB) at the Universidade Nova de Lisboa, Portugal, and will benefit immensely from the infrastructure and multidisciplinary expertise offered by this institute. The project will facilitate training within gene expression profiling, genetics (generation of knock out strains
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 'Dissemination Activities for Solid Fuel Demonstration Projects (THERMIE) - Part III' to be submitted under Fifth Framework.

assistant: **Abstract**

The main aims and objectives of this proposal are the dissemination of technical information about status, progress and results of solid fuel demonstartion projects (mainly from the THERMIE programme) by execution of a seminar about cofiring of coal and waste, production of proceedings of this seminar, production of a SESAME catalogue of all solid fuel demonstration projects on CD-ROM and 8 flag brochures of successful THERMIE solid fuel projects. This proposal opens the possibility to keep continuity in solid fuel activities, which have already been well accepted by CCT clients in the past, when previous activities have been carried out.
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 'Light-Matter Interaction in Smart Optical Materials' (META-PHOT).

assistant: **Concept**

It is well accepted that the future progress in many areas such as optical telecommunications, nonlinear optics, optical imaging, and light emission devices will sensitively rely on the availability of novel and/or strongly improved optical materials.Metamaterials have recently opened an exciting gateway to reach unprecedented physical properties and functionality unattainable from naturally existing materials. The artificial “atoms” and “molecules” in metamaterials can be tailored in shape and size, the lattice constant and inter-atomic interaction can be precisely tuned, and “defects” can be designed and placed at desired locations. The recent demonstration of negative refraction in bulk optical left-handed metamaterials is only one excellent example of new exciting physics arising from these materials. Yet such demonstrations are only the tips of the iceberg of what might possible with artificially engineered optical materials.This project sets to explore the revolutionary physics of optical metamaterials, covering nonlinear optical phenomena and wave dispersion engineering, adaptive polarization control of waves using chiral metamaterials with real time reconfigurations, optical loss compensation, and modification of light emission. The unique properties of metamaterials arising from their specific configurations opening up exciting new venues for device development in the fields of all-optical data processing, optical meta-nanocircuits, light collection for solar energy harvesting, superlenses for perfect imaging, perfect mirrors, and electromagnetic cloaks.The project will investigate the possibilities of enhanced light-matter interaction and novel nonlinear optical processes in metamaterials. It will cover fundamental investigations of the origin and the design 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: Compose a compelling abstract for 'A pilot network of organic farming actors contributing to the uptake of climate farming and its co-benefits for a carbon neutral and climate resilient Europe' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

With the aim to increase organic farming to 25% by 2030, the EU recognizes the potential of organic farming to contribute to a climate neutral Europe by 2050 and other environmental EU-targets. However, to achieve these targets, it is important to step-up the capability and the capacity of organic farms to reduce GHG-emissions and remove carbon through sequestration. The overall aim of OrganicClimateNET is to establish a pilot network of 250 organic farms to adapt, test, improve and implement climate and carbon farming practices. Key to this are the peer-to-peer learning and knowledge exchanges between farmers organised in 24 hubs in 12 EU countries and facilitated by trained advisors. Concrete outputs are individual carbon farming strategies of the pilot farms as role models for the entire organic sector; 120+ climate and carbon knowledge materials, improved, translated and adapted to organic farming feeding into a decision support toolbox and freely accessible via the highly frequented Organic Farm Knowledge Platform; the evaluation of carbon farming business models (including MRV and rewarding schemes); upscaling to EU level in a quantitative assessment of the emission reduction and sequestration potential of the EU organic sector based on the data set from the 250 pilot farms; engagement with other EU-Projects and organic AKIS actors outside the network; and a network sustainability plan to sustain the network and knowledge exchange activities on the long term. Project results feed steadily in policy briefs and policy dialogue workshops to support effective climate policy design. The 4-year project gathers 17 partners (extension, farming associations, research) from 14 countries allowing exchange between countries with a mature organic sector and countries where org
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 'When Battlefield Success Leads to Effective Counterinsurgency: Searching for a Cross-Regional Theory' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

As the frequency of interstate wars is decreasing and violent non-state actors’ challenge to states is becoming more common, the subject of counterinsurgency is increasing in prominence for scholars and policy makers both in Europe and in other parts of the world. Especially the current counterinsurgency campaigns in Iraq and Afghanistan, as well as increasing references to Al Qaeda as a global insurgency  have contributed to the growing importance of counterinsurgency.This research asks the question why sometimes battlefield success against the insurgents leads to an overall success in counterinsurgency and brings an end to the internal conflict, while other times it fails to achieve this outcome. Although states tend to resort to coercive (i.e., military) methods in order to eliminate insurgencies, these methods, in fact, have a mixed record of success. Even when states seem to inflict significant damage on the insurgents militarily, this does not necessarily bring an overall success in counterinsurgency.In light of a comparative case study of Turkey and Peru and the analysis of a number of additional cases, this research aims to identify ways in which states can most effectively deal with insurgent organizations and end conflict and violence within their borders. It proposes that in order to eliminate an insurgency, it is more important to find the best method that directly responds to the characteristics, goals, and external connections of the particular insurgent organization challenging the state than to focus on various military, economic, social, and cultural methods based on their generic advantages and disadvantages.
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 'Development of an accurate and sensitive method for measuring iron bioavailability in humans', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

A more reliable and non-invasive stable isotope method for measuring iron absorption in humans will be developed to overcome the limitations and the experimental design of the present methods. It may be used in studies aimed to prevent the common nutrient deficiency.
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 'Organic geochemical study of abrupt climate changes in the eastern mediterranean region' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

We focus on the Aegean Sea region as 'natural laboratory' for high-resolution geochemical studies, of environmental response to natural abrupt climate shifts. Three events are selected that pre-date the region's main societal developments. They are centered at 9.3 (century-scale warming), 8.0 (decadal-scale cooling and century scale warming) and 6.3 ka BP (century-scale cooling/aridity) Detailed investigation of organic biomarkers in selected marine sediment records will permit to:1) quantify in detail proxy-record for environmental (marine and terrestrial) changes due to natural climate shifts,2) determine the sequential structure and timing of environmental responses to rapid climate changes, with clear identification of first (early warming) responses and recovery times and3) distinguish between effects of anthropogenic and natural-induced climatic changes. In order to address the aforementioned aims, a molecular-level study of the organic matter in the sedimentary record will be performed. The determination of organic biomarkers in marine sediment can provide valuable information concerning the sources of organic matter (terrestrial vs. marine), the early diagenetic conditions in the water column and the sediment, and the paleoenvironmental condition during times of deposition. Indeed, long chain alkenones have been proved a valuable tool in order to estimate past sea surface temperatures (SST). A multi-proxy study of the selected sediment cores is planned with collaboration with other institutions, comprising various paleoceanographic and paleoclimatic proxies. Multi-disciplinary character ensures a high level of unbiased cross-validation between interpretations from the individual disciplines. The proposed study has been built to respond to the challenge of unders
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 'ATMP GMP Open Access Research Alliance - AGORA', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

We propose an academic & industrial partnership to facilitate safe and effective delivery of new advanced therapy medicines within the framework of the relevant EU regulations which our previous FP7 funded project have identified as creating unanticipated barriers to development of this field. Over 80% of advanced therapy medicines (ATMPs) trials in the EU are academic investigator led and sponsored. Many ATMPs are not making it to first-in-man trials due to the difficulties of academic manufacture to GMP compliance and the variation of application of the Directives between EU MS. We will deliver a supporting programme of resources to academic trialists to streamline their development programmes, enhance compliance with GMP requirements, develop industrial partnerships for improved manufacture and scale-up and establish the first university certified training programmes in cell/tissue engineering to address the critical shortage in scientific/technical/regulatory staff in this newly expanding field across the EU.The future supply of successful ATMPs to EU citizens will require partnerships between academic GMP facilities, contract ATMP manufacturers (CMOs) and the biopharma industry and this project will deliver the necessary support and training structure to create this partnership. The need for this project has been identified from the impact assessment part of our current FP7 project, “Academic GMP” and the culmination of the project will be a scientific analysis of the effect of the programme on the impact of the legislation relevant to ATMP development and provision across the EU.