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: Write clear, measurable objectives and define the scope for the project 'Nanocrystalline dye-sentitised solar cells having maximum performance' (NANOMAX) under Fifth Framework.

assistant: **Objectives**

The last years work on dye sensitised solar cells (DSC) has been restricted to the optimisation of cells with a standard photo electrode design, i.e. a single sensitising dye adsorbed on nano-crystalline titanium dioxide. Although great progress has been made in terms of stability, in large part due to work on electrolyte composition and sealing, no progress has been made in efficiency. The proposed project will drastically break with this practice. Recent announcements in literature call for imagination and exploration of new innovative ideas. New concepts, both for cell design and materials, are necessary to boost the efficiency from present 7-8% to 15% in the future. In particular, large numbers of test cells with thinner and multiple layer structures will be produced. Nano-crystalline oxides with reduced electron recombination properties will be prepared and surface selective as well as NIR-enhanced sensitising dyes will be applied. The project will provide the basis required for a breakthrough of the DSC technology in terms of costs per watt peak and long-term stability.
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 'Quantum dots having molecularly imprinted nanoshell for recognition of antibiotics' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Molecular imprinting of polymers (MIP) is a method to obtain highly functionalised polymers containing binding sites that are able to selectively recognize analyte molecules. In general, this method is based on co-polymerisation of functional monomers around the analyte. Consequently, a cavity formed in the polymer is complementary to the analyte not only in size and shape, but also by the electron density distribution. Thus the MIP is capable of selectively detecting the analyte in surrounding environment. Surface functionalised quantum dots can be applied in a variety of biological investigations, in which traditionally used fluorescent organic molecules fail due to lack of long-term stability and simultaneous detection of multiple signals. The ability to make QDs water soluble and target them towards specific biomolecules either by surface functionalisation or polymeric shell implementation leads to their promising applications in cellular labelling, deep-tissue imaging, immunoassay as well as efficient fluorescence resonance energy transfer donors or acceptors. The main objective of the project is the preparation of quantum dots having biocompatible MIP shell capable of selectively recognizing antibiotics. By combining high selectivity of the MIP and sensitivity of QDs with application of this hybrid material to medical research the project exhibits high inter- and multidisciplinary level as significantly relevant for nowadays sciences. The nanosensors will be characterized in terms of their long-term stability, sensitivity, selectivity, response time, and will subsequently be evaluated for analyte monitoring in biotechnology and medical research. The investigations on the new sensor materials will allow for the study of recognition reactions at the nanometer scale
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 Seventh Framework proposal on 'TRIple Energy Saving by Use of CRP, CLT and PODded Propulsion'.

assistant: **Concept**

There is a need for fast ship transportation that is both efficient and non-polluting. Conventional propellers are known to have low efficiency. As an indicative example, most of ship propellers installed on cargo vessels waste about 40 percent of the energy in the form of rotational losses in the wake, vortex generation, noise production, cavitation, etc. The recovery of such losses is one of the major ways to contribute to a more rational, environmentally-friendly use of energy.The main objective of the TRIPOD project is the development and validation of a new propulsion concept for improved energy efficiency of ships. The ship propulsion efficiency will be optimized through the advanced combination of three existing propulsion technologies. In particular TRIPOD explores the feasibility of a novel propulsion concept resulting from the integration of two promising EU grown technologies (podded propulsion and tip loaded endplate propellers) in combination with energy recovery based on counter-rotating propeller (CRP) principle. The three existing technologies have been used separately and are known to improve the overall ship propulsion efficiency as compared to conventional propulsion. However, they have never been combined together in a single propulsion package.TRIPOD contemplates two types of propulsive innovations, which will be tested for the first time:-Using CLT propellers in combination with pods-Using CLT propellers in connection with CRP propulsion and with podsAs a result of the investigation tools will be developed to assess the optimal use of propulsive energy from environmental and economic viewpoints both for new designs and for the retrofitting of existing ships with the novel propulsion concept.
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 'Space CARBon Observatory' to be submitted under Horizon 2020.

assistant: **Abstract**

In October 2015, a group of scientific and technical experts released a report to help the Commission implement a strategy “Towards a European operational observing system to monitor fossil CO2 emissions” [Ciais et al.]. Along the lines of the recommendations of this report, the SCARBO project is tackling the challenge of anthropogenic GHG monitoring by investigating a new concept based on innovative technologies. The project, coordinated by Airbus Defence and Space, is handled by a consortium of 10 European organisations, including scientific institutes, SMEs and industry.From the technological development of a miniaturised static spectrometer to an innovative mission concept based on a constellation of small satellites for the future operational GHG monitoring system, SCARBO will offer unprecedented measurement repetitiveness over the entire globe for the price of two mid-sized satellites.The challenge of the project is to remove the technological and economic roadblocks and solve the difficulties of current GHG missions (uncertainties due to aerosols, provision of both high accuracy measurements and high temporal frequency of measurements within a reasonable cost envelope).SCARBO consists in the detailed design, analysis and modelling of the miniaturised NanoCarb CO2 instrument concept, based on user need requirements and supported by performance simulations of the science data retrieval chain. NanoCarb is complemented by collocated ultra-compact aerosol sensor and CO2 reference instruments in order to deliver high accuracy measurements. The overall measurement concept is experimentally validated through a dedicated airborne campaign featuring instrument prototypes. The adequacy of the proposed concept is further assessed through the analysis of CO2/CH4 related real-
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 executive summary for the EU project 'Recognising Adverse Drug Reactions' (WEB-RADR) targeting Seventh Framework.

assistant: **Abstract**

WEB-RADR is a consortium of leading experts in pharmacovigilance from regulatory agencies, research, academia and patient support groups. Together with EFPIA partners our aims will be to set policy & guidance and deliver robust information technology tools to address the potential for the reporting of adverse drug reactions (ADRs) through mobile applications and the recognition of drug safety signals from user comments in social media and the internet. The policies, guidance and tools delivered through WEB-RADR will be underpinned by extensive academic research and user testing to ensure the project meets the needs of all stakeholders, including patients.BackgroundReporting by healthcare professionals and patients by means of mobile devices and social media platforms to National Competent Authorities (NCAs) and marketing authorisation holders with subsequent transmission to EudraVigilance is a new, unexplored concept. The amount of information generated through social media requires a structured, scientific approach for monitoring, reporting, analysing and evaluation of ADRs. Whilst there are numerous benefits of the use of social media, the impact on healthcare professionals and patients and their behaviour towards the use of medicines needs to be further analysed. WEB-RADR will address these areas.LeadershipWEB-RADR will be managed by the MHRA’s project management team that are also leading the EC Joint Action (Strengthening Collaborations for Operating Pharmacovigilance in Europe, SCOPE). This will enable the alignment and consistency of the two projects. The MHRA has extensive experience in managing successful pharmacovigilance and IT projects (E2B compliant web-forms for ADR reporting; integration with EudraVigilance; drug and medical dictionary mapping; integratio
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 specific objectives and expected outcomes for 'Evolutionary dynamics of genomic erosion and its application in biodiversity conservation' in the context of a Horizon Europe call.

assistant: **Objectives**

Reducing biodiversity loss is one of the most pressing societal challenges of our time. Population decline has put many species on the path of collapse and extinction. Reducing or reversing this decline is not enough to tackle the associated hidden evolutionary costs, most notably genomic erosion which compromises the long-term viability and resilience of species. ERODE will employ state-of-the-art approaches – (paleo)genomics, quantitative genomics, and evolutionary modelling – to assess the dynamics of genomic erosion on neutral, beneficial, and deleterious variation and understand its effects on organismal fitness, population viability, and extinction risk. I will perform one of the most comprehensive genome-fitness studies to date by examining the fitness effects of genomic erosion over time in 6,530 individuals of three iconic endangered bird species for which I have access to over 30 years of genetic samples and fitness data. Together with zooarchaeological and museum-preserved samples, I will draw a dynamic timeline of genomic erosion in response to population decline. Next, I will develop a modelling framework parametrized and validated with empirical data to predict the consequences of genomic erosion.  I will use this framework to understand the efficacy of in-situ and ex-situ conservation strategies in collaboration with The European Association of Zoos and Aquaria (EAZA). The computer model will incorporate genomics into the Green Status of Species to evaluate species recovery and conservation impact, in collaboration with members of the International Union for Conservation of Nature (IUCN). ERODE will produce one of the largest genomic datasets for endangered species in the world and a robust modelling framework for conservation scientists and practitioners
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 'Knowledge At the Tip of Your fingers: Clinical Knowledge for Humanity'.

assistant: **Concept**

AI-empowered Personalized Medicine promises to find tailored, targeted, nearly “hand-made” cures for patients. Cancer treatment desperately needs boosters to find tailored, targeted cures for patients and Personalized Medicine can play a crucial role. Tailored targeted therapies in cancer treatment are already a reality but the current practice of targeted therapies in cancer treatment has been derived with traditional methods of data analysis. AI-empowered Personalized Medicine may help to bring targeted therapies to the next level.  However, no matter how precise it is, no matter how many lives it can save in principle, and no matter if it can utilize the entire medical knowledge. If clinicians do not understand its suggestions and decisions, AI-empowered Personalized Medicine will not be a game changer, clinicians will not use it to make everyday decisions and, thus, it is doomed to fail. Hence, the real challenge is building AI-empowered Personalized Medicine systems that can be accepted by clinicians and clinical researchers.  In KATY, we grasp the above challenge and we propose an AI-empowered Personalized Medicine system that can bring medical “AI-empowered knowledge” to the tips of the fingers of clinicians and clinical researchers. The AI-empowered knowledge is a human interpretable knowledge that clinicians and clinical researchers can: understand, trust and effectively use in their everyday working routine. KATY is then a AI-empowered Personalized Medicine system built around two main components: A Distributed Knowledge Graph and A pool of eXplainable Artificial Intelligence predictors. As a stress test and due to the lack of personalized clinical responses, KATY will be experimented in a low prevalence and complex cancer: Clear cell renal cell carcinoma (ccR
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 'Waves for energy in magnetized plasmas' (SMARTWAVES), addressing dissemination and exploitation.

assistant: **Impact**

The interplay between energetic particles and magnetohydrodynamics (MHD) fluctuations plays a paramount role in a modern society with growing energy demands and active interaction with the space weather. The prediction of space weather and viability of fusion as a virtually unlimited source of energy rely on a good understanding of fundamental wave-particle interactions. Although the sources of energetic particles are quite different for space, astrophysical and laboratory plasmas, the main challenges remain the same: 3D multi-scale physics and non-linear wave-particle interactions. In the framework of SMARTWAVES, a potentially revolutionary plasma regime for future burning fusion plasma devices with tailored MHD activity will be developed. Novel diagnostic techniques to monitor the temporal evolution of the energetic ion distribution in phase-space will allow the identification of the fundamental wave-particle resonances responsible for the experimental observations. Combined with the next generation of electron fluctuations diagnostics, I will provide a complete physics basis of currently inaccessible wave phenomena. This will pave the way towards a high-confinement plasma regime that closes the burning plasma performance and exhaust gap, simultaneously maximizing the fusion gain and minimizing the plasma-wall interaction. Advanced 3D non-linear codes validated in tokamak plasmas will be applied to relevant solar events paving the way to a space weather forecast station. I will apply the basic knowledge gained in tokamaks with advanced in-situ diagnostics to test and further develop hybrid models and numerical tools shared by the fusion, space and astrophysical communities. This project will represent a gateway between the space, astrophysical and fusion communities 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 'Centre of Excellence for Nanostructured Materials' (NANOMAT).

assistant: **Concept**

The overall aim of the NANOMAT project is to build the research capacity in converging sciences and micro/nanosystems at the Research Centre for Microsystems and Nanotechnology, Kaunas University of Technology (RCMN-KTU), to the highest European level and create a European Centre of Excellence in Nanostructured Materials. RCMN-KTU is a very promising European research organisation as demonstrated by its participation in five FP5 and FP6 networking projects in the fields of nanoscience and microsystems. The Centre of Excellence will be created through a range of capacity building activities derived from RCMN-KTU’s SWOT analysis. The activities will increase RCMN-KTU’s competitiveness and visibility in the most advanced topics of converging sciences and micro/nanosystems: 1. Nanostructures by ionic self-assembly of porphyrins; 2. Near field optical microscope for cells research; 3. Electro-mechanics of cells and biostructures; 4. Growth and formation of carbon nanotubes structures by chemical vapour deposition; 5. Development of gas sensors based on functionalized porphyrin nanotubes; and 6. Development of micromachined silicon cantilevers for scanning shear force microscopy applications. Central to the activities are twinning partnerships with 3 specialist research groups: Centre for Nanoscience and Quantum Information, University of Bristol; Micro and Nanosciences Laboratory, Helsinki University of Technology; and the National Centre for Microelectronics, Barcelona. RCMN-KTU will increase its human potential by hiring 3 young experienced Lithuanian researchers and organising training stages. RCMN-KTU will increase its technology potential by upgrading its existing scanning probe equipment by Nano-Raman,TERS, confocal microscopy and purchasing a controlled frequency synt
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 'Enhancing Poplar Traits for Energy Applications', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Green plants application is being promoted through different European directives, which aim to achieve 5.75% of liquid fuel supply by 2010 and 20% by 2020. Liquid fuels derived from cellulosic biomass offer an important alternative to conventional energy sources to reduce Europe’s dependence on fossil fuels. Trees are attractive dedicated energy crops because they display a wide range of growth habits and can be grown on marginal lands unsuited to other agricultural crops including energy grasses, with reduced input costs and optimised land management. ENERGYPOPLAR is designed to develop domesticated energy poplars having both desirable cell-wall traits and high biomass yield under sustainable low-input conditions to be used as a source of lignocellulosic feedstock for bioethanol. ENERGYPOPLAR will (i) Provide a better understanding of fundamental mechanisms determining optimised yield in Populus  (ii) Understand mechanisms that regulate the synthesis of cell wall polysaccharides (iii) Provide a better understanding of lignocellulosic quality and in a particular the genetic and genomic basis of ‘high cellulose’ trees linked to alterations in the quality and quantity of lignin (iv) Develop high thoughput assays for lignocellulosic quality and lignocellulose saccharification potential (v) Establish a platform for rapid genes discovery and testing using systems biology approaches to identify novel transcripts for traits of interest (vi) Develop a delivery pipeline for improved genotypes for ENERGYPOPLAR trees, with traits of interest and begin the process of commercialisation (vii) Establish a tool for environmental sustainability assessments of SRC Populus growing systems (viii) Disseminate the results and transfer technology to the energy industry, land-based sector and