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 the 'Expected Impact' section for the project 'Security Assurance-driven AI-based Security Services for Trustworthy Security Engineering from Left-to-Right' (SECASSURED), addressing dissemination and exploitation.

assistant: **Impact**

The more complex and critical that many systems becoming nowadays, the more they are developed by integrating different (sub-)components, even third-party hardware/software components. With the pressure of time to market, and the ever-evolving security threats, getting more complicated than ever with the breakthroughs in Generative Artificial Intelligence (GenAI), how to enable more secure development and integrations of critical systems to be assured for security? These huge challenges must be addressed to make “secure services, processes and products, as well as to robust digital infrastructures capable to resist and counter cyber-attacks and hybrid threats” as called for in the EC’s Strategic Plan 2021-2024. Addressing exactly these challenges, the overall objective of SECASSURED is to deliver innovative security engineering solutions with (AI-based) security services to achieve novel holistic assurance-driven security engineering, capable of (1) increasing software, hardware and supply chain security by identifying cybersecurity and regulatory risks while integrating (both commercial and open-source) components, even third party ones, (2) providing virtual, secure environments for the automated assessment of system components including AI components and their secure integration, and (3) continuous assurance-driven security engineering with a holistic toolbox of (AI-based) security services. It paves the way of secure continuous system integration of (third-party) components, including AI components, across the computing continuum, and implements EC's evolving security and privacy regulations, as well as the strategy of human-centric AI.


**Keywords:** Security assurance, AI-based security services, SecDevOps, Digital Twins, IoT, Edge, Cloud, security testing & orch
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 'Problem-Shifting between International Environmental Treaty Regimes: Causes, Consequences, and Solutions' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

International environmental treaties (e.g., Paris Agreement) are designed to solve specific environmental problems. Yet their potentially negative impact on environmental issues other than their own is rarely studied. Until now global governance theories have assumed that environmental treaties are inherently ‘green’, and hence, any adverse consequences are conveniently set aside as unintended or inevitable. But is that true? Here I question, do environmental treaties ever pursue their objectives by merely shifting problems to others? If so, when and why? Does such buck-passing create any systemic risk beyond those directly affected? And what might be appropriate responses to ensure our efforts add up to a net positive impact? Environmental problem-shifting, or protecting one part of the environment by damaging another, is a major dilemma arising in global governance. Yet the issue remains under-investigated, requiring an urgent scientific inquiry. PROBLEMSHIFTING will thus examine the causes and consequences of, and provide solutions to, environmental problem-shifting between international environmental treaty regimes. By drawing on my interdisciplinary and multi-method expertise in 'earth system' law and governance, I will (1) identify and explain conditions under which problem-shifting occurs; (2) assess and predict systemic effects of problem-shifting; and (3) offer solutions for optimizing the currently fragmented governance system. The project aims to advance the theoretical debate on the architecture of global governance and its overall effectiveness. The scientific breakthrough will be enabled through methodologically innovative combinations of qualitative and quantitative methods, including process tracing, comparative case studies, network analysis, system dyn
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Controlling Colloidal Gels for Novel Sustainable Materials'.

assistant: **Innovation**

Transformative advances in product formulation are required to meet the demand for sustainability across a wide range of EU-priority industrial areas. Colloidal gels  complex, out-of-equilibrium soft matter systems  are core components in many of the formulations encountered therein, including building materials (e.g., cement), energy materials (e.g., batteries and fuel cells), consumer care and food products, and medicine. Current industrial practice requires delicate balancing between thermodynamic parameters (composition and interactions), quenching kinetics, and processing conditions to achieve gel structures with the desired material performance (e.g., mechanical, thermal, or electrical properties). Without a robust physical understanding of how the microstructure can be controlled and how this links to material properties, this balancing remains limited to trial and error. Recent advances in colloidal-gel physics strongly imply that the rational design of colloidal gel properties is within reach. This design is based on tuning gel microstructure via external stimuli, such as shear, ultrasound, and (magnetic/electric) fields, and the addition of non-Brownian inclusions. The CoCoGel doctoral network will enable the translation from the current academic state of the art to industrial practice, focusing on these routes to controlling microstructure. We will bring together 6 academic and 6 industrial partners  experts in a range of experimental, computational, and theoretical techniques  who can realize the creation of new sustainable materials and production processes via these routes. Key to the success of our industrial doctoral training network is a deepening and extending of existing collaborations, as well as the training of a new generation of researchers with b
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Controlling the flow of attention: Transition dynamics of attention and distraction across external and internal domains'.

assistant: **Innovation**

We often choose to distract our minds, either externally (e.g., looking at our phone) or internally (e.g., thinking about weekend plans). It is currently not clear how, when, or why we (choose to) become distracted, nor do we have a mechanistic understanding of flow states, in which there is minimal distraction. This is a pressing issue, as distraction is omnipresent in our society, obstructing our capacity to focus both on personal goals and the many challenges humanity faces. To advance our understanding on how distraction occurs, we must overcome the current practice in which different attentional states are studied in isolation. I propose to capture the different research fields on attention in a single space defined by the dimensions direction (external vs. internal) and locus (on-task vs. distracted), distinguishing four attentional states (i.e., On-Task-External, On-Task-Internal, External Distraction, and Mind Wandering). The objective of the MIND-FLOW project is to map the dynamical transitions between these states and to causally influence the amount of time people spend in each of them. I will use behavioral measures, eye-tracking, and pupillometry to capture these states and quantify the dwelling times and a transition matrix through computational modeling. Inspired by recent empirical work on attention switching and neurobiological models of mind wandering, I hypothesize (i) the existence of an Off-Focus state through which these dynamical transitions occur, (ii) that internal bias and goal value determine which areas are visited most, and (iii) that contextual manipulations can alter the relative times spent in each area. I will test these predictions by a model-comparison approach and within-subject experimental manipulations of context volatility and tas
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Sustainable orchard irrigation for improving fruit quality and safety' (IRRIQUAL).

assistant: **Innovation**

European countries, especially in the Mediterranean area, need to encourage sustainable agriculture practices, reducing inputs, especially of water, and minimising any negative impact on fruit safety and quality. One of the most promising ways to improve the sustainability of irrigated agrosystems is to develop and optimise the orchard water management, adjusting water application for improved crop quality and assuring crop safety. In this sense, the topic of interest of IRRIQUAL project deal with the valuation of new irrigation practices (including water doses implementation, water quality use and fertigation management).The research methodology wil be based on the combination of experiments, field surveys and modelling tools aimed toward prediction of a given irrigation practice on the relevant inputs (water, fertilizers) and outputs (yield, fruit quality and safety) of several Mediterranean fruit trees species (Peach, Olive, Almond, Citrus). Previously to the establishment of such practices, a better knowledge of the effects of different irrigation strategies on crop physiological response, crop quality and crop safety are required.The resulting recommendations on irrigation design and practices will be transferred to farmers by the elaboration of Irrigation Best Management Practices for each crop and localization. The resulting data will be transferred also to the irrigation industries by the development of new irrigation technology (including hardware and software components for an automated irrigation equipment), and the optimisation of the irrigation water disinfection using ultrasound.
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 'Biodiversity of endosymbiotic microbial communities and their role in food webs involving tropical arboreal ants', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Nutritional mutualisms between tropical arboreal ants and bacteria symbiotic in their guts are of great ecological significance, because they form an essential part of the web of interactions that underpin the keystone role of ants as predators of arthropods in tropical forest canopies. With the exception of a few highly specialised examples, these important symbioses are virtually unstudied. Plant/ant/bacterial symbioses are convenient model systems for investigating numerous open questions about symbioses between insects and bacteria. Diets of tropical plant-associated ants, for example, are often highly variable among closely related species, and even, in a system to be examined in detail in this study, among colonies in a single population.They thus offer greater scope for studying questions about functional diversity in insect/bacterial symbioses than do systems such as the interactions between Buchnera and aphids all of which arephloem-sucking insects" that have provided the foundation from which the exploration of diversity can now begin. Study of plant/ant/bacterial symbioses may elucidate new roles for bacteria and new mechanisms for their effects.The immediate goal of the study proposed here is to characterise patterns of bacterial diversity in ant guts at different levels, from intra-population variation in the African plant-ant Aphomomyrmex(mediated by the identity of yet another partner in the interaction, homopterans), to inter-population and inter specific variation in Aphomomyrmex and its sister taxon Petal omyrmex, and finally to a comparative study of bacterial symbionts of the pantropical lineage to which these ants belong, the formicine tribe Myrmelachistini. Patterns in this diversity will provide clues about the functioning and the evolutionary his
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 concept and methodology overview for 'PANDa - Portable Multi-ANalyzer for the Detection of metals in water' under Horizon Europe.

assistant: **Concept**

Klearia enables real time control for efficient treatment management and good quality water. We develop and produce advanced electrochemical multi-element water analysers based on our patented microfluidics chips LabInGlass. There is a high demand for testing technologies capable of detecting, identifying and quantifying heavy metal elements in water with precision and promptness for immediate response. After the successful commercialization of an arsenic analyser, Klearia has developed PANDa, the first plug-and-play portable analyser of metal micropollutants at ultra-low concentrations. PANDa allows detection and quantification with very small samples with the same reliability than in a lab in 30 minutes to 2 hours, thereby making immediate response possible. Sample pre-treatment, equipment calibration and detection electrodes cleaning are automated, and the analyses can be performed anywhere, without specific training. We expect cumulative revenues of 47 M  until 2029.


**Keywords:** Heavy metals,Environmental protection,Chemical engineering, technical chemistry,Lab-on-chip,Microfluidics,Micropollutants,Water analysis,Detection technology
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 'Cracking the columnar-level code in the visual hierarchy: Ultra high-field functional MRI, neuro-cognitive modelling and high-resolution brain-computer interfaces' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Recent developments of high-field functional magnetic resonance imaging (fMRI) have advanced the level of functional detail to sub-millimetre spatial resolution. This is of critical importance because in the mammalian cortex, small functional cortical patches appear to constitute fundamental units of brain function. These functional units are often organized as ""cortical columns"" that contain clusters of neurons with similar functional preferences. The present project will investigate what ""features"" are coded by functional “columnar-level” units in the visual cortex, how represented entities can be decoded from distributed activity patterns, and how modelled intra- and inter-areal connections between feature representations enable neuro-cognitive computations. The research of this project strives towards a new level of insight in the functional organization of the human brain: Instead of describing observed fMRI activity at the level of specialized brain areas, the focus will be shifted towards the content coded within brain regions. The project investigates columnar-level coding in three cross-fertilising sub-projects. In the first sub-project, sophisticated experimental designs, ultra high-field fMRI and advanced data analyses will be combined to unravel columnar-level feature representations and the entities represented by distributed patterns at different levels of the visual hierarchy. In the second sub-project, a large-scale neural network model will be developed with the major goal to integrate measured columnar-level representations in a new theory of invariant object recognition and visual attention. In the third sub-project, high-resolution Brain Computer Interfaces (hr-BCIs) will be created that are based on information extracted from columnar-level repr
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 'Market maturation of CleanTechBlock technology' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Clay bricks are one of the preferred building materials in Europe, but they are facing numerous threats due tightenedregulations on buildings’ energy and raw material consumption levels and CO2 emissions. These threats together withmarket trends such as increasing environmental conscience, preference for green materials and an excellent clay bricks’public image creates a major market opportunity that Gråsten Brickworks (GB) aims to pursuit through the development ofan innovative building component which will enable a paradigm change within the construction market and recycling inEurope.GB vision is to take the final steps of commercial and technical development and product maturation towards thecommercialization of CleanTechBlock (CTB) – a patented multifunctional sandwich-block based on the combination of twoclay brick shells and foamed recycled glass. CTB’s advantages over bricks are compelling as the insulation, strengthproperties and construction price are similar and it offers: an overall increase in the living area (3-5%), a reduction in theoverall house wall construction time (5x faster), while reducing maintenance requirements and transportation costs. It alsocontributes to the mitigation of environmental problems due to an increase of glass waste recycling, decrease of raw material(clay) and energy consumption and CO2 emissions.CLEANTECHBLOCK2 project is expected to significantly enhance the profitability and competitiveness of GB, with anexpected sales turnover of €67M and profits of €15M, 6 years after commercialization in the environmentally consciousconstruction segment (both residential and non-residential) of primary targeted markets – Denmark, Sweden and Germany.Besides giving to GB a technological leap with the consequent competitive advantage and expor
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 'manufacturing by SLM of TItanium FAN wheels. Comparison with a conventional manufacturing process' (TIFAN) targeting Seventh Framework.

assistant: **Abstract**

The global objective of the Eco-Design ITD is to reduce the product environmental impact while keeping competitiveness of the aeronautic industry. The TIFAN project addresses the manufacturing by SLM of fan wheel of an air cooling unit that is currently made of stainless steel. New environmental friendly fan wheels made of Titanium alloy TA6V will be developed. 5 fan wheel demonstrators will be fully manufactured and characterised within the project.The TIFAN project involved the comparison between SLM and conventional bar machining process in terms of material properties (Rm, Rp0.2, E, E%, fatigue, surface roughness and corrosion resistance), environmental impact (Life Cycle Assessment) and cost.The project will be focused in the next value aspects:•Developing at the maximum the versatility that offers of SLM manufacturing technology.•Applying advanced in-process and post-built surface quality improvement strategies.•Optimizing powder usage efficiency by defining improved powder recycling methodologies and minimizing the volume required for support structures•Optimizing fan wheel design applying full advantage of SLM possibilities: light-weight design, lattice structures.•Decrease the environmental impact and manufacturing process by means of component’s weight and waste raw materials and CO2 emissions reduction.The objective of the TIFAN project is not only to manufacture of demonstrators, but to identify the critical factors that could give rise to a further manufacturing cost and weight reduction as well as mechanical performance improvement. Some of these factors comprise a significant progress beyond the state of the art.The success of TIFAN’s goal will have technical, industrial and environmental impacts. Real impact will be measured and compared to traditional m