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

user: Compose the 'State of the Art and Innovation' section for a Fifth Framework proposal on 'Vision-based Integrated Systems Adaptive to Task and Environment with Cognitive abilities'.

assistant: **Innovation**

Current Computer Vision systems do not meet important criteria such as cognitive performance, adaptability, robustness, run-time efficiency, and cost-effective development. Thus the spectrum of possible applications is restricted considerably. The project will tackle this weakness by the development of generic cognitive vision architecture, which can be adapted automatically to underlying tasks and environments. It includes novel algebraic means for image and shape representation as well as approaches of multi cue integration for describing hierarchical inter- and intra-image linkages, and these will be based on novel mechanisms of dynamic neural network learning. Cognitive visual competences can be learned including detection of 3D objects in images and attentive object/situation analysis. They are needed in the sample application Skillful RobotArm which has been chosen for measuring the success under real-world conditions.Objectives:The overall objective of the proposed project is to design a learning-based cognitive vision architecture and to implement essential generic components for the automatic adaptation to underlying tasks and environments. The objectives include adequate representation schemes for multi-dimensional images and object shapes, reliable feature extraction and multi cue integration, dynamic adaptation and learning mechanisms, and their specific use for the detection of 3D objects in images and attentive object/situation analysis. These novel techniques will be exploited in the sample real-world application Skillful Robot Arm, which should be equipped with high-level cognitive competences such as object removal from bins, and must rely on robust behaviours of the cognitive vision system as a whole and consider real-time constraints.Work description:
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 'European recycling and circularity in large composite components' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

EUReCOMP aims to provide sustainable methods towards recycling and reuse of composite materials, coming from components used in various industries, such as aeronautics and wind energy. The main pathways to achieve circularity will include: i) repairing, repurposing and redesigning parts from end-of-life large scale products and ii) recycling and reclamation of the materials used in such parts; thus, accomplishing reduction of waste and transformation to high-added value products.


**Keywords:** Recycling, Reclamation, Reuse, Repair, CFRPs, CFRPs, Carbon Fibres, Glass Fibres, Solvolysis, Plasma, Automotive, Wind blades, Aircraft parts
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 'Active microcleaners for water remediation', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

We have witnessed a massive growth in industrial and agricultural activities, and a huge increment in the release of pollutants to our aqueous ecosystems. Centralized water suppliers look for systems energetically more viable than current ones and for onsite water purification systems which can be faster, more affordable and less aggressive. Here, we present a novel active self-mixing and multifunctional system (microcleaners) capable of cleaning chemical and biological pollutants. Using a combination of cutting-edge technologies, microcleaners will be applied in several aqueous environments such as industrial wastewaters or polluted aquatic ecosystems. The system will consist of an active part (for self-power), and a chemically reactive part (for cleaning pollutants). The small microcleaners can be recovered using magnetic fields and guided to defined locations using “tactic behaviours” imposed by gradients (temperature, chemical, or pH, for example). This property, will contribute to the re-usability of the microcleaners, which will significantly reduce the cost of the water treatment. A pilot microfluidic device will be fabricated where multiple fluidic parameters can be precisely controlled and model pollutants can be tested. Thereafter, the developed technology will be carefully evaluated and tested in up-scaled systems containing real samples of contaminated water. Overall, this project will enable to treat water in an unprecedented revolutionary, energy efficient and target-specific manner. We aim at engineering microcleaners such that small –but functionally significant- modifications will allow us to target organic pollutants and capture heavy metals. The expected outcome of the project is to test the benefits of our microcleaners technology to a new generation
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 'Ecotoxicological assessments and removal technologies for pharmaceuticals in wastewaters (REMPHARMAWATER)' (REMPHARMAWATER), addressing dissemination and exploitation.

assistant: **Impact**

The presence of pharmaceuticals in the effluents from municipal sewage treatment plants (STPs) has been reported to be the major source of these biologically active compounds in the aquatic environment. Scarce indications are found in the literature about the fate of pharmaceuticals in STPs, their environmental persistence and ecotoxicity, complementary treatments to integrate with conventional biological processes.The present project will contribute to fill this gap of knowledge by1) assessing the presence of widely used pharmaceuticals in municipal wastewaters and their fate in treatment processes2) assessing their refractoriness to undergo naturally occurring abiotic and biotic transformations3) assessing the toxic effects these compounds may exert on living organisms such as algae, invertebrates and fish4) investigating complementary biological and chemical treatments for the reduction of their concentrations in STP plants.
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 'Going global? Renewable fuel trade and social land-use restrictions in a low-carbon energy system' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Recent global integrated modelling studies indicate low intensities in trade of energy commodities between global regions in a future low-carbon global energy system. Also, research based on modelling indicates that deep greenhouse-gas emission cuts are possible in fully electrified renewable energy systems on a continental or country scale from a techno-economic perspective.However, these modelling efforts partly neglect drivers of globalization and may therefore wrongly project regionalization of energy systems. In particular, (i) new, easily tradable, low-cost renewable fuels (e.g. solar & electric fuels), (ii) global bio-physical variability of renewables (e.g. solar radiation and freshwater availability), and (iii) regional differences in social land-use restrictions associated with the expansion of energy infrastructure can cause an increase of trade flows in the energy sector.We aim at better understanding how the spatial configuration of renewables in low-carbon energy systems is affected by these drivers and develop a cutting-edge, open-source global renewable energy model that combines elements of energy system and land-use modelling. It takes into account bio-physical conditions for renewable fuel and electricity production, social land availability restrictions, and a map of existing energy infrastructure at unprecedented level of detail. Our approach integrates open data sources from public institutions, user-generated GIS data, and social networks. Existing models for Europe and Brazil are used for validation. Qualitative interviews in local case studies complement the global model and increase our understanding of land-use restrictions on the local scale. Our project has impacts beyond energy systems analysis: in particular the identification of winning a
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 'Supporting Affective Interactions for Real-time Applications' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Although emotions were, for a long time, considered undesirable for rational behaviour, there are now evidences in neuroscience and psychology that place emotions as an important factor in problem solving capabilities and intelligence in general (Damasio, Descartes' Error" 1994). As a result, a strong new field is emerging in computer science: affective computing, i.e. "computing that relates to, arises from or deliberately influences emotions" (Picard "Affective Computing", 1997). As humans interact directly with computers, it is critical for this interaction to be empowered with affective components that enrich it and make it more adequate for each individual user, but also provide "machine intelligence" with otherwise impossible capabilities.SAFIRA will provide a framework to enrich interactions and applications with an affective dimension, bringing to the software community an enabling technology to support affective behaviour and control in real-time multi-agent systems interacting with users.We intend to create a set of basic demonstrators of the potential of such systems: 2D and 3D virtual environments shared by synthetic characters and users, and "anthropomorphised" personality-rich personal service assistant based applications. Those demonstrators will explore the concept of a virtual environment improved by an emotional channel seamlessly integrated with the audio-visual representation of the environment. Multi-sensory interaction between participants projected cyber-selves, other participant avatars and the autonomous agents inhabiting the environment will be the means to evaluate the models developed during the project.Objectives:Main objective: to bring to the software community an enabling technology to support affective interactions.Specific objectives:1.
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 'Facilitating Multi-level governance for energy efficiency' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

MultEE aims to improve the ease and quality of energy efficiency (EE) policy planning and implementation in the project’s partner countries and beyond, addressing the challenges of evidence-based policy-making in a multi-level governance setting. It contributes to making EE and sustainable energy planning vertically consistent between the national, regional and local level, to facilitating horizontal coordination between policy levels and to improving the quality of monitoring energy efficiency. The project pursues a two-faceted, yet integrated, approach in order to reach this objective: (1) building on a mapping of European best practices and experience from a pilot project carried out by the lead partner, country-specific solutions for effective monitoring and verification (M&V) based on bottom-up data will be developed and their implementation supported; (2) the implementation of innovative M&V schemes will be facilitated via coordination mechanisms developed and introduced together with the partners, aimed at spurring on exchange and cooperation between policy levels. The project pays particular attention to providing opportunities for peer learning between old and new EU Members States and neighbouring countries from Southeast Europe to partner countries from the EU and its South-Eastern neighbourhood as well as to disseminating results beyond partner countries and to other policy areas. One of the specificities of multEE is that its activities target the interplay between administrative levels rather than focusing on a single one of them. Particular focus will be put on capacity-building for the entities and officials involved with EE planning in the partner countries. MultEE will be put in practice by experienced partners within a strong consortium led by GIZ, dr
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 'Deciphering the mechanisms of developmentally regulated centriole elimination' (CENTEL).

assistant: **Concept**

Centrioles are evolutionary conserved organelles that template the formation of cilia, flagella and centrosomes. Centriole number dictates how many such structures form in a cell, so that controlling this number is essential for proper development and health. During sexual reproduction of animals, only the sperm contributes centrioles to the zygote, whereas centrioles are eliminated from the oocyte. The signals initiating and the processes executing centriole elimination remain largely elusive, both during oogenesis and in other developmental contexts where this can occur. Here, I propose to conduct state-of-the art live imaging and use novel quantitative super-resolution approaches in C. elegans to uncover the timing and molecular changes during oogenesis centriole elimination. Moreover, I will decipher the role of the RNA-binding protein CGH-1 in the timing of centriole elimination through a sequencing-based approach. Furthermore, I will conduct a proteomic screen to identify and characterize novel components required for oogenesis centriole elimination in worms. In a complementary approach, I will address the potential evolutionary conservation of centriole elimination mechanisms using the protist N. gruberi, which diverged from C. elegans over a billion years ago. I propose to also analyze in detail the dynamics of the elimination process in this system using deployed molecular markers. Moreover, I will conduct a proteomic screen to identify candidate centriolar proteins directing centriole elimination in N. gruberi. Furthermore, I will develop RNAi-mediated and CRISPR/Cas9 inactivation methods to test the function of candidate proteins in centriole elimination, thus also adding an important item to the toolbox at the disposal of scientists using N. gruberi. Overall
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 the 'Objectives and Scope' section of a Fifth Framework proposal for the project 'Implications of the HR39 drosophila nuclear receptor in the neuronal specificity of the mushroom bodies'.

assistant: **Objectives**

Our aim is to determine responsible expression of the HR39 nuclear receptor in the long- term memory associated alphabeta neuronal population of the Drosophila Mushroom Bodies, and to understand the functional specificity of these structures. Factors involved in the HR39 specific expression and HR39 target genes will be identified.
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 'Transient micromachined pressure-monitoring implants for chronic brain disorders' (BrainWatch) targeting Horizon 2020.

assistant: **Abstract**

Millions of people worldwide are living with chronic brain disorder causing direct and indirect cost of 100s of billion euros for health budgets. Majority of this cost incurs during the treatment and can be eliminated by developing tools to monitor critical parameters after patients are discharged from hospital settings. Because of the absence of such technology, abnormal changes cannot be detected until the opportunity to prevent further damage to the brain has passed.  Recently developments in micromachining and biodegradable materials have revolutionized sensor and drug delivery/stent industry. Advances in micromachining can be combined with the unique features of biodegradable materials to realize transient implants that do not pose infection or inflammation risk and does not require an extraction surgery. The objective of this proposal is to design, fabricate and characterize transient micromachined pressure monitoring implants capable of wireless communication for brain disorders. This technology will allow continuous monitoring outside hospital settings and development of personalized and preventative treatments which aligns with the Horizon2020 health goal of providing more effective and timely therapies. Combining biodegradability to micromachined sensors comes with challenges and limitations in design, fabrication and integration, which this proposal aims to overcome with novel approaches. Dr. Levent Beker’s expertise in micromachined and flexible sensor development combined with the expertise of the supervisor and collaborators in nano-patterning, biodegradable materials, wireless communication and neurosurgery will help to accomplish goals of the proposal. This two-year fellowship at Koc University, TR with, a secondment at ETH Zurich, CH, will help Dr. Beke
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 'Novel catalytic reactions involving O-H bonds', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Our group has recently discovered novel reactions catalyzed by pyridine-based pincer complexes of ruthenium, including dehydrogenation of alcohols to form esters and H2, hydrogenation of esters to alcohols under mild conditions and an unprecedented amide synthesis: catalytic coupling of amines with alcohols, with liberation of H2 (Science, 2007, 317, 790; C&EN Aug 13, 2007, p. 10). The reactions are very efficient, proceed under neutral conditions and produce no waste. Our studies indicate that these reactions involve unprecedented cooperation between the metal and ligand by an aromatization-dearomatization of the pyridine core of the pincer system. We plan to (a) study the mechanism of the O-H activation step of alcohols by dearomatized PNP and PNN Ru complexes (d) develop mechanistic understanding of catalytic alcohol dehydrogenation to esters and catalytic amidation of alcohols with amines, and design superior pyridine-based pincer ligands for these reactions (e) prepare analogous iron complexes and study their reactivity and catalytic activity (f) develop new catalytic reactions based on alcohols, including dehydrogenative coupling reactions of aldehydes with alcohols, and aldehydes with amines, to form esters and amides, respectively, and anti-Markovnikov addition of water and to alkenes. This research is expected to lead to fundamental understanding of unprecedented organometallic transformations, and to novel, environmentally benign catalytic processes of industrial significance.
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 'Atmospheric Fate of Carbonyl Radical (R-C=O)' in the context of a Fourth Framework call.

assistant: **Objectives**

In addition to peroxy and alkoxy radicals, carbonyl (i. e. substituted acetyl) radicals (R-C=O) are important short-lived radical intermediates in the atmospheric degradation of volatile organic compounds. In order to supply atmospheric modellers with the necessary input data, rate parameters for reactions of these radicals are needed. The principal reaction pathways of carbonyl radicals are either thermal decomposition or addition of O2, leading to different product distributions and thus affecting the amount of ozone formation. In this project, state-of-the-art experimental methods are applied to quantify the branching ratio of these two pathways for a number of atmospherically important carbonyl radicals. Since thermal decomposition of R-CO generally exhibits much stronger temperature dependence as compared to O2 addition, the branching ratio of these pathways is also strongly temperature dependent. For this reason, variable temperature is an important feature of the planned experiments. The addition pathway leads to substituted acetylperoxy radicals. For a small number of these radicals, reaction rate constants for their reactions with NO, N02, and H02 will also be determined. The effect on atmospheric chemistry of the rate parameters coming out of this project will be tested by sophisticated box model calculations. The most important radical reactions will then be implemented into a new regional atmospheric chemistry model (RACM) in order to give an account of the influence of these R-CO radicals on atmospheric chemistry. It is expected that inclusion of the experimental data from this project into atmospheric chemistry models will considerably improve the predictions about radical balances and ozone formation in the troposphere which form the basis for future ozon