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 'Not only Whom you Know but also How you Know them Matters:How the Structure of Social Networks affects Racial Prejudice' (2007-2013) under Seventh Framework.

assistant: **Objectives**

This project will investigate how structural features of a person’s social network affect the reduction of interethnic prejudice. Examples of such structural features are whether one’s friends know one another and whether friends from one’s own racial group spend time in the same social settings as the friends from other groups. The work builds on recent insights in social psychology on the impact of interethnic friendships on prejudice. Under the supervision of experts at Stanford and Utrecht University, the fellow will be among the first to apply state-of-the-art techniques from sociological network analysis to the psychological study of intergroup contact and prejudice.Moreover, close collaboration with one of the world's leading experts in survey methodology (Prof Krosnick) will enable the fellow to develop better instruments to measure social networks in online surveys and advance his abilities to determine the quality of survey indicators. This newly gained knowledge will be transferred to the returning host institute through workshops and a new data collection in collaboration with local PhD students. One of Europe’s leading experts on migration and ethnic relations (Prof Verkuyten) will supervise and support the fellow, and ensure that the new insights in the role of networks are made available to other European researchers.This project addresses two core goals of the FP7 program in socio-economic science and humanities through its focus on (1) cultural diversity as a consequence of migration and (2) how this relates to discrimination in terms of interethnic prejudice. Because of the high relevance of this topic for the public and for ethnically heterogeneous schools in particular, media releases as well as workshops with teachers are planned to disseminate the
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 'Climate CT- Cloud Tomography by Satellites for Better Climate Prediction' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Clouds play a lead climatic role, controlling energy fluxes and regulating fresh water distribution. There is an acute need for cloud-resolving and global-climate models that accurately describe and parametrize the physics of warm convective and stratiform clouds, and the clouds’ sensitivity to environmental changes. Currently this requirement is not being met due to a gap in observational capabilities. Namely, there is a lack of sufficient sensing tailored to capture the 3D macro and microphysical properties of warm clouds, which are often spatially unresolved. Moreover, current retrievals use a plane-parallel radiative model, which is incompatible with the 3D heterogeneous nature of clouds. These gaps lead to uncertainties in climate models and prediction. We propose an innovative sensing approach: cloud scattering-tomography, relying on an unprecedented large formation of ten cooperating, high performance pico-satellites. They will simultaneously image cloud fields from multiple directions, at 50m resolution. Based on this data, the novel tomography approach will seek the 3D volumetric structure of cloud fields, base-to-top profiles of droplets' size and their variance, volumetric distribution of optical extinction and rain indicators. The required pointing accuracy, data size and coordinated control of a complex 10 pico-satellite formation demands advanced space engineering, beyond existing technologies of traditional single satellites and constellations of satellites. Realizing a large formation requires innovative, distributed, networked, cooperative control, including advanced sensors and actuators for pico-satellites, as well as in-orbit autonomy. On-board hardware and flexible software will be adapted to meet computational needs within the physical limitations
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 Fourth Framework proposal on 'Organometallic compounds containing very bulky groups'.

assistant: **Concept**

The bulky alkyl groups C(SiMe3)3, R, and C(SiMe2Ph)3, R', have been widely used in an exceptionally fruitful programme of research on the organometallic compounds of the p- and f-block elements. Recently the emphasis has been switched to ligands of the types Ne3Si)2(XSiMe2)C and (XMe2Si)3C with similar bulk around the central carbon atom but containing one or more functional substituents on silicon potentially able to act as electron donors in intra- or intermolecular co-ordination. The proposed project is concerned with the generation and use of new ligand sources (Me3Si) 2(R2PMe2Si)CY and (R2PMe2Si) 3CY where Y = H, I or Li. These should react with -transition metal zero-valent complexes or halides to give derivatives containing both metal-carbon and metal-phosphorus bonds. The chemistry of the phosphorus-containing ligands will first be developed with Main Group and lanthanide elements but the ultimate aim will be to obtain novel compounds of Groups 8-10 and special emphasis will be on Pt. Structures will be determined by X-ray diffraction or spectroscopic methods and the potential of new compounds as catalysts will be explored.
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 'Machine learning for Sciences and Humanities' (SMASH) targeting Horizon Europe.

assistant: **Abstract**

SMASH is a brand-new training and research programme to be co-funded by the Slovenian Ministry of Science, Education & Sport. The Beneficiary, the University of Nova Gorica, is a research-focused university, situated at the Italian border, that boasts a 51:49 female:male ratio among its 200+ staff. The programme is designed to enhance the career prospects of outstanding post-docs from around the world, while strengthening Europe's human capital in R&I. Fifty talented individuals will be hired by five of Slovenia’s leading institutions, allowing them to expand their own research ideas based on access to the data-science potential of the Vega  HPC supercomputer, the first such facility of the EU’s €-multi-billion HPC initiative. With a diverse group of Associated Partners, including top SMEs from Slovenia and the EU as well as world-leading institutions like UC Berkeley, SMASH will form a close-knit community with a single unifying concept: the use of cutting-edge data science to answer some of the world’s most challenging questions. These include predictions related to the impacts of climate change, the development of personalised medicine, finding answers to fundamental questions about our Universe and digging deep into the fundamentals of language and how we communicate. SMASH will guarantee a recruitment process based on openness, transparency, impartiality and equality, and will ensure neutrality by giving all selection power to external experts, setting an example for the region. Top-level training in applications of machine learning, that is one of today’s most transferable skills, will be complemented by rich soft-skill training opportunities, developed  in collaboration with some of the world’s best experts, including CERN's Learning Hub. The impact of the progra
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 'European Advanced Materials Academy: Securing Europe's materials leadership through skilled and future-ready talents' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The European Advanced Materials Academy is a transformative initiative to position the European Union at the forefront of advanced materials innovation, enabling the twin transition towards sustainability and digitalisation while ensuring global industrial leadership. Despite the critical role advanced materials play, the field is constrained by a lack of skilled talent. The Academy aims to address this challenge by equipping Europe with the current and future skills necessary to lead in this arena.The Academy's goal is to become a globally recognised, game-changing materials learning and talent hub, powered by a revolutionary, one-stop-shop platform that unites 4 key stakeholders: workers, learners, employers, and educators. It integrates the latest workforce agility and skills intelligence technologies to provide personalised learning pathways, real-time skills data, and innovative solutions. Led by EIT RawMaterials and EIT Manufacturing, and in collaboration with the most important actors in advanced materials, the Academy is set to disrupt the traditional talent development and recruitment landscape.Its approach begins with the creation of a high-quality solutions portfolio, institutional accreditation, and credentialing system. Through partnerships with education and training providers across the EU, the Academy ensures wide access to its offerings. A massive marketing and communications campaign amplifies its reach, while stakeholder collaborations guarantee its long-term impact. Financial sustainability is built into the model, ensuring the Academy continues well beyond the project’s initial phase.With a focus on inclusivity and innovation, the Academy envisions a thriving community of skilled and future-ready talents driving Europe’s advanced materials field. Th
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 'Genome Enhancer Network Exploration – Tuning expression through enhancer collaboration' (GENE-TUNE).

assistant: **Concept**

Enhancers are the central regulators of temporal and spatial gene expression patterns, but how enhancers control their target genes from vast distances remains enigmatic. Individual enhancers do not work in isolation but are embedded into the genomic context, often together with other enhancer elements. The synergy arising from multiple enhancers can activate a target gene across distances that the individual elements cannot bridge. Therefore, the synergy of enhancers plays an essential role in gene regulation, but the nature of this synergy and how it affects gene expression is not understood. We have recently established a unique synthetic platform that allows for the efficient interrogation of individuals and combinations of enhancers from different distances to a target promoter. We aim to refine this platform by incorporating large-scale analysis to decode distance-dependent activation and enhancer synergy patterns. This rich dataset will form the foundation for our deep-learning approaches to determine the sequence constraints underlying enhancer synergy. Furthermore, we will map the 3D genome changes and examine the role of loop extrusion in synergistic gene activation. In addition, we will determine the activation kinetics at the promoter to reveal how multiple enhancers together control burst kinetics. Finally, we will examine how the addition of other regulatory elements, such as promoters or transposable elements, shape enhancer-promoter communication. We follow a bottom-up reductionist approach to study gene regulation: we will build gene regulatory landscapes and explore how enhancers navigate the genomic context to activate a target promoter. Ultimately, my mission is to unravel the mechanistic relationship among synergistic enhancers in activating distant
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 'Maintaining integrity, performance and safety of the road infrastructure through autonomous robotized solutions and modularization' in the context of a Horizon 2020 call.

assistant: **Objectives**

With the aim to reduce workers’ exposure to live traffic and construction machines, increase the availability of the transport network, reduce the cost of repetitive tasks, and increase the safety of road users, InfraROB promotes significant advances in automating, robotising and modularizing the construction, upgrade and maintenance of the road infrastructure. By focussing on the road bed and, particularly, on roads paved with asphalt (the most widely applied type of pavement in Europe, accounting for 90% of all paved roads and highways ), the project will develop autonomous robotized systems/machinery for (i) (re)paving, (ii) repairing cracks/potholes in the road surface, and (iii) line marking. In addition, it will develop (iv) robotized safety systems for workers and road users. It will then develop (v) integrated one-piece precast construction elements for the roadside drainage serving a major degree of modularization in road design and construction/upgrade.In order to cope with optimal road maintenance planning, the project will furthermore upgrade existing Pavement Management Systems (PMS) to use digital twin models of road networks that track changes of their physical counterparts in real time, to give support for maintenance planning based on dynamic predictive modeling and the acquisition of real-time data on pavement conditions. Finally, yet evenly important, to provide for the safe and coordinated deployment of automated road maintenance robots, the project will attempt the integration of Pavement Management System (PMS) and Traffic Management System (TMS) solutions in order to allow for a holistic, integrated management of road infrastructure and traffic over the whole lifespan.


**Keywords:** Road infrastructure maintenance, Autonomous robots, Prefabricat
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 'Overall GPS Strain Determination and assessment of Seismic hazard in Greece', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Seismic hazard assessment is traditionally based on seismicity. It is assumed that where there have been earthquakes in the past then there will be more in the future and vice versa. Previous EC (and other) work by the proposers has shown that this approach is fundamentally flawed, especially in regions such as Greece which are not located on a plate boundary and that, without also measuring strain, accurate assessments of seismic hazard cannot be made. This proposal, which addresses the Commission's priority the safety of the citizen from environmental risks, seeks funds to identify areas of high seismic hazard in Greece using strain derived from high precision GPS positioning coupled with that estimated from geological data and records of seismic activity. This is something that is crucial for the economic security of those hving and working within Greece, the country with by far the greatest frequency of earthquakes in Europe. In order to achieve this, an overall strain model for Greece will be constructed from the results of previous work and new GPS observations will be undertaken. As part of the study a novel approach to GPS data collection based on a few receivers moving more or less continuously around the region will be researched along with its associated processing methods - especially to improve our ability to model atmospheric refraction errors and to determine integer ambiguities. This has important implications for the future use of GPS for engineering and other practical applications as it offers an alternative to the prohibitively costly, and inflexible, alternatives of permanent arrays and epoch campaigns respectively. The proposal comes from a pan-European consortium with a proven record of success and collaboration in the use of GPS for geodynamic pu
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 Seventh Framework proposal on 'Molecular mechanisms of fibrinogen function regulating NSC differentiation in CNS injury or disease'.

assistant: **Innovation**

After brain injury or neurologic disease, the ability of the central nervous system (CNS) to regenerate is limited. Neural stem cells (NSCs) have the potential to differentiate into neurons and glia, but neurogenesis is incomplete after CNS disease because of a changed extracellular environment. The identification of novel factors responsible for regulating NSC fate is necessary for the molecular understanding of NSC differentiation. In previous work, we have identified that fibrinogen, a blood-derived protein, which is deposited in the nervous system after perturbations of the neurovascular homeostasis, is an inhibitor of neuronal regeneration and an activator of astrocyte scar formation. Fibrinogen interacts with a plethora of receptors and mediates pathways that control cell proliferation and differentiation. Although the signalling machinery necessary for fibrinogen action is present in brain cells, such as NSCs, the role of fibrinogen on NSC differentiation has not been characterized. The central goal of this project is to understand the molecular basis of fibrinogen signalling on NSC proliferation, migration and differentiation. The studies in this project involve the identification and characterization of the NSC/progenitor cell populations, the receptors and signaling mechanisms used by fibrinogen to mediate its effects on regulating NSC fate using state-of-the-art in vivo and in vitro techniques. Understanding how fibrinogen affects neurogenesis at the cellular and molecular levels after CNS injury is important for developing novel therapeutic approaches to promote functional regeneration of the nervous system.
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 'Construction and Demolition Waste-based “Green” Demountable Structural Components'.

assistant: **Concept**

Generation of high volumes of construction and demolition waste (CDW) is seriously problematic from environmental, economic and societal perspectives. Furthermore, CDW is generally managed by the proposition of low-tech recycling applications which are costly, energy-inefficient and unsustainable. Within the scope of the current project, a new construction paradigm composed of pre-fabricated large-scale elements produced with 100% recycled “green” materials out of CDW that can be easily assembled/disassembled according to a cradle-to-cradle design approach is proposed. Current project will not only propose completely “green” solutions on materials’ basis but also on structural basis by developing geopolymeric (cement-free) concrete mixtures, ingredients of which will be obtained completely from CDW and large-scale structural components that will be easily demountable without creating extra waste and consuming too much energy. The action will also develop and enhance the research fellow’s transferable skills necessary for thriving his career in a flourishing area that underpins innovative technological development across a range of diverse disciplines and will make a marked impact on know-how exchange of interdisciplinary research expertise, breaking the common trend in construction industry and strengthening the ties among researchers/engineers who work on construction materials and structural aspects.


**Keywords:** Construction and Demolition Waste (CDW), Geopolymer, Waste Management, Environmental, Sustainability, Training, Transferable Skills, Entrepreneurship, Commercialization, Research