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 a project proposal abstract for 'Free space photon atom coupling - the art of focusing' to be submitted under Seventh Framework.

assistant: **Abstract**

A conceptually simple but radically new approach will be explored and developed: the interaction of light with a single atom in free space. No experiment has yet come close to the highest possible coupling efficiency attainable in such a fundamental system. The usual way of enhancing light-matter coupling is to place an atom inside a cavity. Another approach involves setting the atom in the near field of a plasmonic antenna. The free space approach, however, is special: a light field matched to the atomic dipole provides many desired aspects of fully efficient coupling. The birth of this new research area was marked by the PI's pioneering publication in 2000 arguing that efficient coupling of an atom to a light field is possible in free space without modifying the density of modes of the light field such as in a cavity or having competing radiative or non-radiative decay channels such as in plasmonic enhancement. At the time of writing, the highest probability achieved for exciting a single atom with a single photon in free space is less than 1%. At the heart of the project proposed here is a deep diffraction-limited parabolic mirror, which can provide the required aberration-free focusing of a vectorial dipole wave over the full 4π solid angle – a true challenge to optics. Perfectly efficient free space coupling to a single quantum system will be a novel building block for numerous applications. In addition, the experimental set-up will allow for the studying of other open questions in the realm of classical and quantum optics related to full solid angle focusing.
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 'Deepfake Evidence and Technology for Forensic Content Oversight and Research' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

AI is transforming law enforcement, offering new tools for policing but also enabling advanced criminal tactics that challenge traditional methods. The global nature of crime, including cyber threats, trafficking, and terrorism, calls for innovative solutions as LEAs face vast data volumes and increasingly sophisticated criminal activities. AI has raised concerns with deepfakes—highly realistic but fake audio, video, or text that can depict individuals saying or doing things they never did. Deepfakes pose serious risks, impacting politics, economy, and social trust. Examples include fabricated videos of political figures and voice-cloned audio for financial fraud, often spread through social networks to deceive and defraud on a large scale.Forensic institutes and courts struggle to differentiate authentic evidence from AI fabrications, especially in cases involving national security. Despite promising detection research, existing methods fall short as current models rely on limited, non-diverse datasets and produce results with limited legal admissibility.The DETECTOR initiative aims to address these challenges, supporting LEAs and forensic experts in analyzing altered media. It offers an integrated solution through cross-border collaboration among AI researchers, LEAs, forensic scientists, legal experts, and ethicists. DETECTOR’s goals include: developing specialized tools for detecting media manipulation, creating comprehensive datasets, researching digital evidence exchange across borders, engaging stakeholders, informing policymakers, and training forensic experts in digital media and AI. Through these efforts, DETECTOR seeks to safeguard digital evidence authenticity and enhance forensic capabilities to counter AI-driven media manipulation across Europe


**Keyword
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 'TROPHIC ECOLOGY OF MARINE BENTHIC SCAVENGERS', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The general objective of this proposal is to evaluate the ecological significance of marine benthic scavenger communities and of the large food fall mediated vertical flux by investigating feeding ecology and physiology of representative species of the Ant arctic shelf scavenger guild. This shelf assemblage will be used as a deep sea-like model.A combination of up-to-date tracers techniques will be used to identify the origin of scavenger alimentation: The trophic level of the different scavenger species wit hin the food web will be determined by carbon and nitrogen stable isotopic ratios. The trophic relationships to other taxa will be investigated by analysing the lipid composition and the fatty acid signatures of scavengers and their potential prey taxa. As the metabolic rate is a proxy of overall energy expenditure of an organism, and hence is one possible way of estimating energy flow through the individual organism, scavenger respiration and excretion measurements will be combined with existing informatio n on peracarid energy budgets to etablish a model that can predict daily consumption. The results obtained within the project together with qualitative and quantitative information on scavenger associations from the literature will be integrated in a balan ced model of scavenger assemblage trophic links and energy flows. This model will show how significant the share of scavengers is in overall benthic energy flow, and how sensitive the system may be to changes(climatic, human-induced) in food supply.
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 'Experiencing urban film and cultural heritage while on-the move' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Problems of current systems for accessing Cultural Heritage resources which deal with film objects include some of the following aspects: distributed sources which store huge amounts of information; different formats of the contents, ranging from traditional ones such as paper to advanced multimedia objects; and finally, and what is more crucial for the content providers, lack of systems which support currently the needs of the user such as enriched content, interaction with the information, usability, and exchange of experiences with other users.Taking into account these gaps detected by cities with a strong connection with the Film sector, CINeSPACE aims at designing and implementing a mobile rich media collaboratie information exhange platform, scalable, accessible through a wide variety of networks, and therefore, interoperable and Location-Based for the promotion of Film Heritage, going beyond the current state of the art. CINeSPACE will enable users to interact with Location-Based multimedia contents while navigating a city. Audiovisual information will be delivered through a small low-cost wireless Head Mounted Display with a high definition screen situated near to the eye and audio phones. CINeSPACE system will also comprise a small camera able to record or send what the user is seeing". This information can be uploaded to a database through a WLAN hot spot or a 3G connection in order to create collaborative experiences with other end users.The consortium of CINeSPACE is composed by three research institutions with expertise in localization and collaborative environments (IGD), content management, indexation and semantic search (VICOM), and content personalization and knowledge representation (LH). Two industries, TRACASA as expert in LBS and administration sect
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 'Integrated design and production of advanced salls' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Presently sails are designed semi-empirically mostly because there are no reliable and accurate numerical algorithms able to simulate their stuctural benavior. This lack constrains the development of innovative and optimized solutions. The objective of this project is to develop a cornputer aided system to efficiently design and manufacture advanced seamless nonflat sails (made of fiber-reinforced composite materials) in an integrated way. The project will consist of 4 stages: Development of a numerical model to simulate the nonlinear coupled structural behavior of the sail-boat-sea system. Some experiments to verify the accuracy and reliability of the model will be carried out. Construction of a prototype of the automated production system for the sails. The more important parts will be the adaptive mould and the cables tender. Implementation of the numerical model in this manufacturing complex. . Design, production and testing of some prototype sails using this prototype production assemblage. The total duration of the project is 24 months. The two first stages will develop simustaneously lasting 18 months, affer their completion the third and fourth ones are consecutive, their duration being 3 months each.
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 'Children, trauma and political violence in Italo-Slovene Borderland (1945-1960)' (1945-1960).

assistant: **Concept**

RETROCHILD explores the (psychological) impacts of war and other forms of political violence on children (age 0-18) from a historical perspective relying on trauma and resilience as analytical concepts. Temporally, it is focused on the post World War II period (1945–1960). Geographically, it explores what is now the borderland between Italy and Slovenia, but also aims for a global perspective on the phenomena at hand.  Its main objectives are to explore how the meanings surrounding the concept of childhood trauma (or resilience) were defined  by different actors, ranging from the experts who worked with children affected by political violence to the children themselves and also to uncover the political motivations behind the narratives relating to and the treatment of children who were considered traumatised or psychologically damaged. In order to examine the universalisations related to the meanings and motivations behind these, the project applies a novel “retrograde approach”, which, instead of the events presumably involving psychological distress, develops the analysis from three subsequent examples of social, medical and legal interventions: the first intervention involves orphans and abandoned children (WP1), the second children in psychiatric care (WP2)  and the third juvenile delinquents (WP3). RETROCHILD’s unique interlinked focus on interventions within the medical, social and criminal justice systems in the border area will reveal original insights into the nature of the experiences of war and the socialist childhood, as well as the functioning of political power. In addition to questioning the universal (Western) notions of trauma and victimhood, the project will use childhood narratives in a highly contested border region to challenge the conventional divi
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 'Modular galois realizations of linear groups' under Fourth Framework.

assistant: **Concept**

Research objectives and content The objective is to obtain new families of linear groups over finite fields realized as Galois groups over the rationals by considering Galois representations attached to abelian varieties with large endomorphism rings, and giving conditions for these representations to have images as large as possible. Ribet has recently shown that the jacobian of a modular curve fulfills these conditions, so that by studying the ring of Hecke operators in these varieties one can obtain Galois realizations. In the 3-dimensional case, based on Ash's conjecture and the experimental indications that support it, we will try to construct more examples of Galois representations 'seeming to be attached' to Hecke eigenclass (in the mod 'ro' cohomology of a congruence subgroup of SL3 (><), specially those with image as large as possible. We will also try to generalize to this case some techniques usually applied in dimension two. Training content (objective, benefit and expected impact)This training will allow me to complete my PhD working in my field. Through this training I will develop the skills necessary to work as researcher.  Links with indusuy / industrial relevance (22)
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 'Simulating African Agro-Pastoralist Routes and Interactions (SAFARI)' (SAFARI) under Horizon Europe.

assistant: **Objectives**

Simulating African Agro-Pastoralist Routes and Interactions (SAFARI, the Swahili word for journey) uses computational modelling, satellite remote sensing, statistical analyses and targeted archaeological field surveys to investigate overland pastoralist mobility corridors in a broad region across eastern Africa. Through a state-of-the art interdisciplinary methodology, it evaluates relationships between pastoralist mobility corridors, the emergence of coastal Swahili urbanism, and the expansion of caravan trading during the Middle-Late Iron Age (MIA-LIA, eighth-nineteenth centuries CE). Results from this study will inform an understanding of the emergence of early globalization in this part of the world. Though pastoralist presence has been hypothesized at early coastal Swahili urban centres, it remains unclear to what extent MIA-LIA pastoralist mobility between inland regions and the coast impacted spatiotemporal developments in Swahili urbanism and the emergence of caravan trade routes. Pastoralist interaction routes would have been conditioned by the ecological considerations of cattle herders, who relied on access to water and grasslands. Comparing modelled mobility pathways to spatial databases of coastal and inland settlement and maps of caravan routes in the nineteenth century, SAFARI will explore whether pastoralist mobility was a significant factor in shaping early connections between eastern Africa and the Indian Ocean. Satellite remote sensing and targeted field surveys will be used to test and refine models, and narrow down the affordances and limitations structuring the spatial organization of mobility corridors. Training and analysis will occur at the McDonald Institute for Archaeology at Cambridge University, primarily within the Computational and Digital
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 'Competition under (niche) construction' (COMPCON), addressing dissemination and exploitation.

assistant: **Impact**

Interspecific competition is arguably the best interaction to address how individual trait variation and eco-evolutionary feedbacks shape species distributions and trait evolution, due to its indirect effects via the shared resource. However, a clear understanding of such feedbacks is only possible if each contributing factor can be manipulated independently. With COMPCON, we will address how individual variation, niche width, niche construction and the presence of competitors shape species distributions and trait evolution, using a system amenable to manipulation of all these variables. The system is composed of two spider mite species, Tetranychus urticae and T. ludeni, that up- and down-regulate plant defences (i.e., negative and positive niche construction, respectively). Tomato mutant plants with low defences will be used as an environment in which niche construction is not expressed. Furthermore, tomato plants will be grown under different cadmium concentrations, allowing quantitative variation of available niches. Using isogenic lines, we will measure individual variation in niche width, niche construction and competitive ability. Different combinations of lines will then be used to test key predictions of recent theory on how such variation affects coexistence with competitors. Subsequently, mite populations will evolve in environments with either one or more potential niches, in plants where niche construction is possible or not, and in presence or absence of competitors (coevolving or not). We will test how these selection pressures affect niche width, niche construction and competitive ability, as well as plant damage. Finally, we will re-derive isogenic lines from these treatments, to test how evolution under different scenarios affects individual variation
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 'ETHER – sElf-evolving terrestrial/non-Terrestrial Hybrid nEtwoRks'.

assistant: **Innovation**

ETHER aims to provide a holistic approach for integrated terrestrial-non-terrestrial networks targeting at 100% network coverage, 99.99999% service continuity and 99.99999% reliability, with 3 times higher energy efficiency and 95% Total Cost of Ownership reduction compared to current terrestrial only deployments. To achieve these goals, ETHER develops solutions for a Unified Radio Access Network (RAN) and for the energy-efficient, AI-enabled resource management across the terrestrial, aerial and space domains, while creating the business plans driving future investments in the area. To that end, ETHER introduces and combines a series of key technologies under a unique 3D multi-layered architectural proposition that brings together: i) a UE antenna design and implementation for direct handheld access in the integrated network, ii) a robust unified waveform, iii) energy-efficient seamless horizontal and vertical handover policies, iv) a zero-touch management and network orchestrator to self-adapt to rapidly evolving traffic conditions without human intervention, v) a flexible payload system to enable programmability in the aerial and space layers, vi) joint communication, compute and storage resource allocation solutions targeting at End-to-End network performance optimization  leveraging efficient and novel predictive analytics schemes, and vii) energy-efficient semantics-aware information handling techniques combined with edge computing and caching for reduced latency across the distributed 3D compute and storage continuum.


**Keywords:** 6G Integrated terrestrial non-terrestrial network, Edge computing and caching, Unified waveform, AI-based network performance optimisation, Zero-touch unified network management, Data analytics
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 'Finding biomarkers of anti-microbial drug resistance via a systems biology analysis of fungal pathogen interactions with the human immune system' to be submitted under Seventh Framework.

assistant: **Abstract**

We propose a systems biology study of the specificity of response of the cell-mediated immune system to fungal microorganisms in order to investigate the genetic basis of susceptibility to fungal disease and elucidate molecular mechanisms of drug resistance in fungal pathogens. An integrative approach, combining high-throughput and traditional wet-lab work with computational and bioinformatics methods, will be applied to identify biomarkers of resistance to currently available treatments and to develop novel putative drug target genes and pathways in different fungi. We will use Saccharomyces cerevisiae, a normally non-pathogenic yeast model organism, Candida albicans and Aspergillus fumigatus, two major recognized fungal pathogens as well as other Aspergillus spp. known to be multi-drug resistant and difficult to treat. This project meets the criteria of the call, the strategic objective of which is “to confront the increasing emergence and spread of antimicrobial drug resistant pathogens in Europe” by addressing a well-defined class of infectious disease caused by fungal pathogens, with significant morbidity and mortality in a large segment of the population, and a high economic cost due to resistance. The anticipated results are highly relevant to society in terms of reducing the burden of mortality and suffering in immunosuppressed patients and in terms of reducing medical costs associated with treating opportunistic fungal infections. The potential economic upside for novel broad-spectrum anti-infectives is very large. The worldwide market for antifungals is currently estimated at $4 billion US annually. We tackle the issues of anti-microbial drug resistance head on via a multidisciplinary systems biology study combining bacterial genetics, clinical and pharmacolog