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 'Iktos Robotics: Integrating AI and Robotics for efficient Drug Design and Discovery' (AIR-3D), addressing dissemination and exploitation.

assistant: **Impact**

Drug discovery is a lengthy and costly process, often exceeding a decade and involving investments upwards of €1.3bn. Despite these efforts, a staggering 90% of drug candidates fail in clinical trials, never reaching patients. This inefficiency underscores the urgent need for innovation in drug discovery methodologies.Iktos proposes a transformative approach with its closed-loop AI-guided autonomous drug discovery platform, leveraging generative AI and built-in synthetic accessibility. This paradigm shift addresses key challenges in traditional drug discovery, including the generation of truly novel molecules, the speed of synthesis, and the management of high-dimensional data. Central to Iktos' solution are advanced SaaS platforms such as Makya and Spaya, powered by AI for rapid exploration of vast chemical spaces and efficient synthesis route planning.  In this EIC Accelerator project, we want to combine AI and robotics to form a closed-loop, data-informed discovery platform, integrating AI-driven automated synthesis and testing into our workflow. Combined together these technologies enable the in silico design of optimal molecules and their corresponding synthesis in the lab to generate real-life data, accelerating the drug discovery timeline from an average of 5 years to just 2 years. Iktos' innovative approach leverages AI and robotics' potential to revolutionize pharmaceutical R&D, offering promising solutions to enhance the efficiency and success rate of bringing new medicines to patients globally.


**Keywords:** Drug discovery, closed-loop discovery, experimental automation, generative AI for drug design, synthetic planning, robotics, AI
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 'Next generation Multi-mechanics Simulation Environment (NextMuSE)' (NextMuSE).

assistant: **Innovation**

The objective of NextMuSE is to initiate a paradigm shift in the technology of Computational Fluid Dynamics (CFD) and Computational Multi-Mechanics (CMM) simulation software which is used to model physical processes in research and technology development across a range of industries.<br/>NextMuSE relies on a mesh-free method, Smoothed Particle Hydrodynamics (SPH), which is fundamentally different from conventional techniques and can overcome their shortcomings. The NextMuSE paradigm is defined by two characteristics: - accurate robust multi-mechanics modelling in applications where traditional methods fail (e.g. simultaneous fluid and solid mechanics in a ship under extreme wave loading). - an immersive, interactive user interface (ICARUS) to allow the user-engineer to manage and partially automate the extremely complex inputs and outputs of such multi-mechanics simulations.<br/>The objectives will be achieved through 7 work packages.1: Key enhancements of core SPH algorithms.2: Adapted physical modelling of fluids: turbulence, multiphase flow.3: Modelling of fluid-structure interaction.4: High-performance computing: highly efficient scalable algorithms for very large simulations.5: Development of an immersive and highly visual simulation/design environment to interact with the technology.6: Realistic representative applications in the marine, energy and biomedical industries.7: Dissemination, communication and exploitation.<br/>This project will remove technology roadblocks and enable an enhanced and extended role for ICT and HPC in socio-economically important engineering RTD and innovation sectors (including energy, healthcare and transport). Although there are  challenging scientific bottlenecks, risk is managed and minimised through the design of the work plan and
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 'The Structure of Relative Clauses' (RC) under Seventh Framework.

assistant: **Objectives**

The project focuses on relative clause (RC) formation in Slavic languages (for example, dialects of Slovenian, Croatian), Romance languages (mainly North Italian dialects), as well as dialects of South German. The choice is not accidental: all three language groups have interesting idiosyncratic properties as far as RC formation is concerned. Furthermore, these three language families are in contact near the region where the researcher is located. Components of the project: 1. Contrastive study of semantic/syntactic properties of RCs (relation between the head noun and RC): - Reconstruction properties; - Semantic interpretation (amount, restrictive, appositive readings); - Types of RC markers; - Extraction properties; - Extraposition and coordination; - Interaction with VP ellipsis. 2. Examination of micro-parametric variation (using criteria from 1): - The influence of Slavic, Germanic and Romance dialects on each other with respect to RC structure; - Unique properties of hybrid constructions. Part (1) consolidates new and existing data to test prevailing theories of RC formation. Part (2) forwards the development of a unified theory of RC formation, and provides a testing ground for it. Methodology: Language surveys, and grammaticality judgment tests. Overall impact: Provides new insight into the syntax of RC constructions, expands our knowledge of potential universal syntactic principles responsible for clause formation, subordination, and long distance dependencies. Educational impact: Contributes to the development of a new graduate program in Linguistics by engaging students in hands-on research. Long term (future pursuits): Contribute to the understanding of subordination, complementation, the structure of the Left Periphery, the overall interaction between synta
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 'Exploiting the multifunctional properties of polyphenols: from wastes to high value products' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

PHENOCYCLES is addressing the environmental concern derived from agro-industrial wastes proposing their exploitation for obtaining important bioactive molecules (polyphenolic compounds: PP), to be utilized for different purposes, with a typical circular economy approach. PHENOCYCLES aims at exploring innovative uses of PP and at validating methods for their extraction with a green chemistry approach. PP extracted from agro-industrial wastes (grape, apple, berry pomaces) and herbs with therapeutic value will be purified/fractionated with pilot-scale nano/ultrafiltration membranes to recover different PP fractions, to be employed in four distinct sectors:  •human health: synthesis of substances for photodynamic therapy (PDT) and drug delivery (DD), development of innovative phytocarrier systems, formulation of PP loaded micro/nano-scale systems, development of new food supplements (nutraceutics), and hypoallergenic cosmetics. •plant production: PP-based nanomaterials for plant protection against soil-borne pests, to increase plant resistance to stresses, impacting on plant-organisms’ trophic interactions. •environment protection: use of PP as sensitizer or intermediate in the synthesis of materials for water disinfection and advanced oxidation processes (AOPs). •material sciences: synthesis of metal based oxide nanostructures useful for photocatalytic applications.To foster future exploitation of the innovations, a thorough assessment of the stakeholders’ perception of their adoptability will be performed applying a participatory approach together with several innovative dissemination activities based on visual media. The interdisciplinary exchanges planned in PHENOCYCLES are thus expected to increase the knowledge of researchers, particularly young ones, on the different
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 'Food safety and quality monitoring with microsystems' (GOODFOOD), addressing dissemination and exploitation.

assistant: **Impact**

GoodFood aims at developing the new generation of analytical methods based on Micro and Nanotechnology (MST and MNT) solutions for the full safety and quality assurance along the complete food chain in the agrofood industry. Current and future concerns related to agrofood safety and quality will increasingly require a multidisciplinary and universal approach based on the massive use of simple detection systems able to be used near to the foodstuff'. The nowadays- used technology to assess food safety and quality relies in lab solutions that are bulky, costly, punctual and time consuming. On the contrary, GoodFood approach will comply, through the development of innovative MNT solutions, with the needs of ubiquity, low cost and low power, fast response, simple use and fully interconnection to the decisional bodies. A multidisciplinary integration of know- how and technology is required for addressing the broad requirements of the agrofood field.An Integrated Project is proposed to keep such a global view. The Project aims at the vertical integration of Micro and Nano Technologies from the land to the market. The main demands identified by the agrofood sector will be the applications that will drive the technological developments within GoodFood. The need for increasing the control of products at different critical steps of the food chain (control of raw materials and feed supply, improvement of food processing, monitoring of storage and logistics, and control of safety and quality of final products) will be addressed by GoodFood with a vertical and horizontal integration of food, bio, and electronics experience for developing a set of systems with clear breakthrough solutions to specific safety and quality and traceability requirements.The proposed solutions will be also
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 'CEE and EU Development by Improving Start-up SUpport Ecosystem for take-up of FI-PPP results' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

Objectives of the CEED ISSUE project are: on EU level to evolve the technological developments and trials taking place in FI-PPP phases one and two into seed-type activities generating actual take-up of innovative Internet services and applications. on the CEE level to radically improve the adoption rate of the FI-PPP Generic, Specific Enablers and use case platforms across the CEE region, focusing mainly on Social connected TV, Smart city services, Virtual Factory and Smart buildings Usage Areas.<br/>Actions to be implemented within the CEED ISSUE project are:1. Bring together startup ecosystem of accelerators, mentors, investors, piloting partners, technology partners, other FI-PPP 1.8 projects and innovation actions to publish widely the FI-PPP and CEED ISSUE initiatives and support successful implementation of the startup ideas during acceleration2. Scope, organise and manage 2 open calls 3. Implement twice acceleration programmes to support the start-up teams in all aspects related to successful innovation and delivery of products and applications<br/>During 24 months CEED ISSUE project will deliver the following outputs: 200 000 web entrepreneurs informed on CEED ISSUE Open Calls  Further 400 000 stakeholders informed on FI-PPP and CEED ISSUE project 2 CEED ISSUE Open Calls with altogether 1200-1600 applicants  (600-800 per call) 80-100 selected web-entrepreneurs in total (40-50 per Call)  Seed funding of € 10.000 - 30.000  (EC) + up to 10% venture funding delivered to each beneficiary for participation in acceleration programmes (Business Acceleration Package). Up to € 15 000 EUR   of financing delivered to the startups developing their applications within the FIWARE Package. € 30 – 250 000 of follow-up funding delivered to the teams demonstrating the most
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 'The use of potentially protective bacteria in aquaculture against fish pathogenic Flavobacterium spp' (AQUABAC) targeting Seventh Framework.

assistant: **Abstract**

Flavobacterium psychrophilum and F. columnare cause high mortalities in salmonid culture as the cause of various surface and systemic infections. Traditionally, Flavobacterium infections have been treated with antibiotics, but this is an emotive issue because of the perceived problems associated with tissue residues and the development and spread of antibiotic-resistant bacteria. Indeed the high susceptibility of Flavobacterium for the antibiotics commonly used in EU fish farms has been recorded. Alternative methods of disease control are needed for which the use of bacteria as probiotics and/or water treatments is gaining attention. Thus, the role of the beneficial bacteria is to exclude pathogens and promote the good indigenous microbial flora in fish. The aim of this research is to optimize protective bacteria which work as biological control agents against Flavobacterium infections. The research will focus on three bacterial cultures which have been highlighted in preliminary in vitro and in vivo work by the researcher, to determine their mode of action for disease control in salmonid culture. As Flavobacterium usually affects the host through external surfaces, it is proposed to study how the beneficial bacteria exclude the pathogen from these surfaces. Furthermore, the role of bacterial subcellular components will be investigated by means of immunoproteomics. Although immunoproteomics is extensively used in vaccine production, their use here would lead to more precise information about the nature of similar or shared antigens between the protective bacteria and pathogenic Flavobacterium. Apart from enabling research on a topic of relevance to European aquaculture, this Fellowship would be greatly advantageous to the researcher’s career development, by the provisio
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 'Pv and thermally driven small-scale, stand alone desalination systems with very low maintenance needs' (SMADES).

assistant: **Innovation**

The overall objective of the project is the advancement of stand-alone desalination systems which are based on the highly innovative membrane distillation technology. The objectives are:(l) Evaluation of the present state of the art for small-scale, stand-alone desalination systems with low maintenance needs.(2) To conduct a socio-economic study to determine the specific needs and possibilities for the application of small-scale desalination systems.(3) Development of appropriate srnall-scale, stand-alone desalination systems with low maintenance needs based on membrane distillation.(4)Development and testing of the membrane distillation components and systems.(5) Dissemination of results in workshops conducted in each of the participating countries.
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 'Low costs sensors for smart structures' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

This proposal is specially intended to take advantage of the Carbon Fibre Reinforced Concrete(CFRC) as a self-monitoring material to provide sensors for new and existing constructions and recast structural elements. The RTD goal is to provide low cost - user friendly and robust sensors, which are easy to install and monitor with little or need for complicated interpretation of data. The goal is to develop an innovative monitoring system based on the use of CFRC with the following advantages in relation to the existing systems: a) lower cost of acquisition; b) easy monitoring system; c) compatible with concrete material; d) sufficient robust to be damage free during installation; e) durable; f) no need of interpretation of data; g) possibility of remote control; h) possibility of running sound or light alarming system in case of danger. The project is intended to develop the system and implement it in actual precast and structural elements and in underground and construction structures.
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 'Uncertainty shocks, inflation dynamics and monetary policy' to be submitted under Horizon 2020.

assistant: **Abstract**

This research project studies the macroeconomic dynamics in response to uncertainty shocks. The focus is on dynamics of price inflation and how it might change according to the stance of the monetary policy. The project aims i) to fill a gap in the macroeconomic literature, by delivering a conclusive interpretation of uncertainty shocks as either inflationary or deflationary, and ii) to provide a reference for policy-makers in conducting the monetary policy and managing the macroeconomic effects of uncertainty shocks. The research question is preeminent for the case of the Euro Area, where despite a common monetary policy, economies face an idiosyncratic degree of uncertainty, that is affected by both country-specific developments and shocks hitting the major partners, like the US and the UK. The research question will be investigated in two distinct papers, namely Paper A and Paper B, that aim to be published in international peer-reviewed top-field journals. Paper A will provide a theoretical analysis, i.e. DSGE model-based analysis, about the inflation effects to uncertainty shocks under different specifications of the monetary policy. Paper B will consider different time-series models to focus the data-implied response of inflation to uncertainty shocks under different degrees of monetary policy smoothing. For both papers, I will consider the data of the U.S. economy -as the benchmark case- and of the major economies in the Euro Area. The comparison with the U.S. case will be instructive on how the combination of heterogenous uncertainty and common monetary policy affects the dynamics of Euro Area country-specific inflation.


**Keywords:** Uncertainty, Inflation, Monetary Policy, Bayesian estimation, Euro Area, Stochastic Volatility
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 Horizon 2020 proposal for the project 'Culture Labs: recipes for social innovation'.

assistant: **Objectives**

The proposal’s central concept is CultureLabs, an open and evolving ICT-empowered infrastructure which comprises a rich variety of resources including guidelines, methodologies, digital tools, existing community engagement projects, as well as novel ideas and approaches that can facilitate social innovation in culture. The infrastructure is addressed to both institutional stakeholders and community members to make use of existing shared, and in many cases commonly created, resources, according to their missions and needs. Different resources, the “ingredients”, can be combined in various ways to form a “recipe” that describes how to carry out a participatory project to address the needs of a specific target audience. The primary focus will be on approaches that build positive awareness about communities’ own heritage and memories, and engage their members as bearers and producers of culture. CultureLabs’ case studies focus on different immigrants communities (e.g. refugees, second generation immigrants, female immigrants etc). CultureLabs toolkits and infrastructure are reusable and extensible, and its ingredients can be easily combined and adjusted to meet the needs of different stakeholders and target groups. At least 20 concrete recipes will be designed through the collaboration between different stakeholders, including museums, civil organisations, and policy makers. Four of these recipes will be implemented and evaluated as pilots in three different countries. Research outcomes and the empirical evidence gained from the project’s activities, including the recipes’ design and implementation, will be consolidated into general-purpose methodological guidelines and best practices that can be adopted by any stakeholder who wishes to organise participatory approaches to