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

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'SOLUTION - Solid lubrication for emerging engineering applications'.

assistant: **Concept**

SOLUTION will provide research and training program for 14 early stage researchers (ESR) pursuing their PhD in variousdisciplines covering the broadly defined area of solid lubricant coatings. The project combines theoretical approachesrepresented by advanced nanoscale simulations, laboratory design and fabrication of novel solid lubricants supported bysimulations, and the up-scaling of promising solutions and their application in selected emerging engineering applications.SOLUTION will link industries from various areas dealing with similar issues through intensive training and knowledgesharing. Three topics driven by industrial partners have been selected to demonstrate the added value of simultaneousdevelopment and training. The use of modern solid lubricants underlines the transformation of industry towards smartdesign, which is based on predictive models and cross-communication throughout the entire production chain.Fellows supported by the project will have a unique opportunity to gain competence ranging from simulation, characterizationand processing, to industrial processes and entrepreneurship. Highly individualized multidisciplinary training reflecting actualmarket needs, together with scientific excellence, will generate an open-mind generation able to harvest multidisciplinaryknowledge and to successfully face challenges represented by the design of competitive solid lubricants.
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 'Pathways, ecological and genomic consequences of genome duplication in Arabidopsis arenosa, an overlooked diploid-polyploid member of the model genus Arabidopsis'.

assistant: **Innovation**

The project addresses critical gaps in our understanding of the role of genome duplication (polyploidy) in the genesis and maintenance of plant diversity. While polyploidization is widely acknowledged as a major speciation mechanism in land plants, little is still known about the performance, dynamics, and evolutionary potential of wild polyploid lineages. In my project I propose an interdisciplinary research at the interface between plant systematics, population genetics, and ecological and evolutionary genomics. I will use the novel rapidly developing high throughput sequencing (HTS) techniques which open previously unseen opportunities for studying complex evolutionary processes in plant populations. The potential of such methods in deciphering complex polyploid genomes is, however, still limited mainly due to insufficient knowledge of the genome of the wild plant under study. My project will overcome this gap as it focuses on Arabidopsis arenosa, an overlooked yet extremely promising species that represents the closest wild di-polyploid relative to the key plant model system A. thaliana. I intend to bring and analyze my unique comprehensive set of A arenosa samples (>120 populations) at University of Oslo – a renowned research institution with wide experience in HTS applications and data handling. I aim to examine the overall genetic structure of the species, reveal evolutionary history of the polyploid lineages, and assess the diversity of candidate loci under selection across the species’ range. The project will advance our understanding of evolution and diversity of plant systems, with practical implications in biodiversity conservation, agriculture, and pharmacology. In the course of the project I will significantly improve my skills of leading-edge scientific m
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 'Platform for searcHing of Audiovisual Resources across Online Spaces' to be submitted under Sixth Framework.

assistant: **Abstract**

The PHAROS project will build a next generation audiovisual search platform, to be designed, developed and applied jointly by a consortium of 13 high-profile academic and industrial players, including 3 SMEs from 9 different European countries with proven track records in innovation and commercial success.The PHAROS mission is to move business scenarios in the audiovisual domain from a point-solution search engine paradigm to an integral search platform paradigm taking future user and search requirements as key design principles. A platform allows modular application development, enables knowledge sharing and technology integration, code and skill reuse. Requirements will be developed through collaboration with European and national initiatives, as well as large and sophisticated actors in the media and telco sectors, ensuring future sustainability, industrial relevance and worldwide application reach. PHAROS will advance the state of the art in the audiovisual domain, including novel content-publishing mechanisms, automated semantic annotation, advanced query brokering integrating schema-agnostic and content-based search, context-awareness and personalization, innovative user interfaces, content protection and spam detection. The sum of these advances is a large step towards moving information access from the hands of the producers to the hands of the consumers, allowing them to enjoy audiovisual resources in a mobile and pervasive manner, across the great online space.PHAROS is organised into 5 ¿Streams¿ of work. Research and technological development is carried out in Core Technologies (Stream 1) and User and Context Technologies (Stream 2). Results will be integrated in the PHAROS Platform (Stream 3) which provides the foundation on which the Showcases (Stream 4) ar
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 'Facets of Visual Cognition in Bees: Unlocking Nature’s Blueprint for Efficient Object Recognition' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Object recognition is a fundamental cognitive task, central to how biological organisms interact with their environments. This capacity enables identification, categorisation, and informed decision-making, forming the basis of perception, navigation, and goal-directed behaviour. In humans and many animals, object recognition is not only fast but also remarkably robust against environmental variability, such as changes in lighting, orientation, or scale. Yet, despite advances in artificial intelligence (AI), replicating this capacity in artificial systems remains a significant challenge. One of the major limitations in AI lies in our incomplete understanding of how biological systems, particularly those with compact and efficient neural architectures, achieve these feats of visual cognition. Among biological systems, bees represent a compelling model. Despite their miniature brains and limited number of neurons (~1 million, compared to ~86 billion in humans), bees demonstrate complex cognitive behaviours, including high-speed visual processing, precise spatial navigation, and object (flower) recognition under varying conditions. Bees achieve this with exceptional metabolic and computational efficiency – a feature that aligns with key challenges in robotic and AI systems constrained by power, size, and real-time processing requirements. This FACETS project proposes to explore the mechanisms of object recognition in bees through the lens of embodied cognition – the theory that cognition arises from dynamic interactions between the brain, the body, and the environment. The project leverages my multidisciplinary background in behavioural ecology, insect neuroscience, morphometrics, and computational modelling, as well as the Institut des Sciences du Mouvement (ISM)’s experti
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 'The origins of galaxy bimodality: Linking mergers, starbursts and feedback in observations and simulations' (SEDMORPH).

assistant: **Concept**

Understanding how and why galaxies form and evolve is one of the most challenging problems in modern astrophysics. Our own galaxy, the Milky Way, shows order and structure, as do most massive galaxies in our local neighbourhood. Yet when we look to very distant galaxies they are disordered and chaotic. The leading theory for the origin of this transformation invokes gas-rich mergers, which trigger massive starbursts leading to bulge and supermassive black hole growth. The aim of this project is to provide conclusive observational evidence to confirm or refute this fundamental theory of galaxy evolution.Considerable quantities of high quality data are now available for both local and distant galaxies; new methodology is urgently required to enable the translation of this data into an improved understanding of galaxy formation. In this project I will lead a team to develop a suite of new techniques to: (1) statistically link galaxy populations traditionally studied in isolation (starbursts, post-starbursts, mergers, remnants); (2) combine information from both the multi-wavelength spectral energy distributions and morphologies of galaxy samples; (3) visualise the information contained in multiple large datasets. My team will compare directly with merger models to interpret the data in terms of the physical processes driving galaxy evolution. The new techniques will provide stringent observational constraints on models, improve robustness of model-data comparison and highlight areas for improvement.As the only researcher with access to all four of the newest world-leading surveys for galaxy evolution, I am uniquely placed to build an integrated picture of the dominant physical processes that drive galaxy evolution over 3/4 of cosmic time. An ERC grant will allow me to buil
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 'Health Resilience and Economic Shocks: Analysis of Quasi-Natural Experiments Using Multi-Level Modelling' to be submitted under Seventh Framework.

assistant: **Abstract**

One of the greatest contemporary challenges for the social sciences is to understand the human costs of the ongoing financial, economic, and debt crises that began to emerge in Europe in 2007. While much attention has focused on the economic dimensions of recessions in Europe, very little work is being done to analyse the consequences of these events for health and well-being. There are widespread concerns that losses of housing, jobs, and income will have damaging effects on public health. Curiously, however, a growing body of social science research suggests that economic recessions may reduce death rates at a population level, such as by lowering the number of road-traffic injuries, alcohol-related deaths and hospital admissions. Hence, although there is universal agreement that economic shocks will affect health, there is considerable confusion about what the direction of this relationship is. This project aims to understand two interrelated questions: How will the recent economic downturns affect health in Europe? What can be done to mitigate potential negative consequences for health from these economic shocks? To answer these questions, the proposed research will draw on a secondary analysis of longitudinal household datasets and country-level economic and health data to estimate how job loss, poverty, debt, and housing foreclosures affect health. Then, drawing on a conceptual model of ‘resilience’, the project will seek to understand why certain groups have experienced better or worse health outcomes than others in the context of recession. These studies will extend the authors’ initial case studies of mortality in Europe revealing a rapid increase in suicide rates, albeit with marked variations across countries, linked to the financial crises of 2007. The resea
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 'La Noche de los Volcanes  – an awareness raising Night for the work of volcanologist and geologist scientists II' to be submitted under Seventh Framework.

assistant: **Abstract**

People have been fascinated by volcanoes ever since the dawn of mankind and treated them with utmost respect. The rapid development of converging technological areas, such as informatics, material science or space research multiplied our knowledge of earth processes and created some highly specialised fields within volcanology. At the same time a dramatic gap has formed between the professionals and the public. As a result, in today’s world, the work of volcanologists is nearly as mythical as the work of volcanoes in ancient times. The objective of this project is therefore to address this issue and bridge the gap between science and the general public of different ages, by means of a tailored dissemination campaign that will reach its peak on 27 September 2013, when Volcanoes’ Night II. will be organised. The Night will cover four islands of the Canary Archipelago, namely: Tenerife, Lanzarote, El Hierro and La Palma. These locations are chosen for a single reason: they all have had active volcanism in recorded history from the first reports since the Spanish conquerors arrived to the archipelago, to the last, submarine eruption at El Hierro island in October 2011. Lanzarote suffered the longest eruption ever documented in the Canary Islands, from 1730 to 1736. Tenerife has had 6 eruptions, including one observed by Christopher Columbus back in 1492. La Palma has the biggest number of eruptions, with two of the most famous/recent ones, San Juan (1949) and Teneguía (1971). These historical eruptions will serve as a backdrop for Volcanoes’ Night II, during which access will be provided to research facilities, and a complementary scheme of workshops, science cafés, excursions, presentations and challenge games will be arranged all to fuel the public’s curiosity, interest a
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'GOGREEN: GREEN STRATEGIES TO CONSERVE THE PAST AND PRESERVE THE FUTURE OF CULTURAL HERITAGE' (GoGreen).

assistant: **Innovation**

Heritage conservation preserves the tangible remains of society, but relies on toxic, unsustainable materials and on energy-consuming air conditioning of collections. GoGreen promotes preventive and remedial conservation practices based on green principles to spearhead the green revolution within conservation. Specifically, GoGreen will: (1) develop new damage functions that allow more flexible environmental control in collections,  thus improving energy efficiency; (2) generate innovative nature-inspired, bio-based and historical conservation treatment-inspired methods for remedial conservation, including new cleaning solutions for paintings and metals, all using green solvents, bio-inspired reagents, green delivery systems; and stabilization methods for metal and glass that employ innovative techniques like biopassivation to stabilize metal surfaces and nanomaterials that mimic the growth of silica to stabilize glass; (3) assess our new materials and methods using cutting-edge analytical techniques and benchmark methods in collaboration with expert practitioners and museums, to determine their efficacy in the cleaning of paintings and metals, or the stabilisation of glass and metal objects; (4) develop a digital web-app  to aid conservators in the design of green preventive and remedial conservation treatments, and a decision model integrating green thinking in complex conservation decision making. Crucially, GoGreen encompasses all relevant and necessary academic and socio-economic actors spanning the full stakeholder value chain to ensure future impact. Our uniquely advantageous composition coupled with the embedding of bottom-up education of professionals through modules and courses for conservation training programmes, emerging conservators and mid-career professi
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 'The ANAEROBic treasure trunk' (ANAEROB), addressing dissemination and exploitation.

assistant: **Impact**

ANAEROB aims to generate a platform that enables linking of microbial ecology to biotechnology. This platform should be general and applicable to a very wide range of conditions and applications. Anaerobic processes are performed by a well-structured microbial community and have a great potential for upcycling organic wastes and industrial/agricultural residual resources to achieve circular bioeconomy. Upcycling of residual resources through production of materials, biochemicals and energy is a promising way towards a more sustainable production. Pure culture fermentations are not appropriate when wastes are the substrate and therefore mixed culture microbial consortia are required. Currently inocula for biological processes utilizing wastes as substrates are random self-established cultures. Comprehensive knowledge about the microbial interactions of the anaerobic microbiome is needed for valorization and remediation of biowastes. The overall aim of ANAEROB is to understand how to create designer microbial consortia for specific bioengineering processes based on genetic information of anaerobic microorganisms. The aim will be achieved by: 1. Elucidating the syntrophic mutualistic symbioses of the anaerobic microbiome, and clarifying the role of specific compounds exchanged by microbes; 2. Developing models for prediction of desired pathways; 3. Developing methods for isolation of new unculturable anaerobes; 4. Developing a novel method for designing and establishing microbial cocktails for specific functions and 5. Validating the concept of creating specific anaerobic consortia for upcycling gas streams of carbon-intensive industries. ANAEROB takes a multidisciplinary approach to use both engineering and microbiology to reach at the next level of understanding for expl
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 'Advanced Technological Solutions for X band Earth Observation Systems' in the context of a Horizon 2020 call.

assistant: **Objectives**

The ATOS project will develop and qualify a new generation of X band T/R modules, based on GaN HEMT and SiGe BiCMOS technology, with innovative packaging techniques that minimize the footprint,  and will integrate a set of T/R modules in a demonstrator of a high-efficiency densely populated AESA tile to be verified in radiated tests. Such development will enable future space-borne AESA radars at X band with at least a 3x leap in bandwidth,  power density and/or azimuth steering capability with respect to current SAR AESAs developed in Europe, and will also enable or drastically improve compact solutions based on array-fed large unfurlable reflectors on small platforms. The ATOS project will build or consolidate a fully European supply chain including semiconductor technology providers, SMEs and academia as design centers and test houses, and a large enterprise as integrator of space-grade equipment up to turnkey space systems. The components of such team will broaden the scope of their competences  through the project, enabling them to be candidates for future developments in related projects and applications in commercial space as well as institutional programs.The ATOS advancements achieved will be disseminated to foster initiatives of new mission concepts and business opportunities, specifically but not limited to Earth Observation, for which results of the project may represent a key technology enabler.


**Keywords:** Active Antennas,  Transmit ,  Receive Modules,  GaN Power Amplifier,  SiGe BiCMOS Core-chip