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: Explain how 'Understanding Social-Ecological Systems: Coupling population and satellite remotely sensed environmental data to improve the evidence base for sustainable development' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

In developing countries the majority of rural communities rely on natural resources and environmental products for food, fuel, building materials and medicines. Rapidly changing socioeconomic conditions can have important consequences for environmental resources and ecosystem services. Consequently, the pressure that natural resources experience from population growth is a significant barrier to sustainable human development. This research project will broaden the approach to sustainable development research by studying population-environment relationships using data with unrivalled spatial and temporal resolutions. The objectives of the research are to identify: (1) How satellite data can be used to estimate aspects of environmental resources and ecosystem services important for livelihoods; (2) the relationships between household poverty and remotely sensed environmental conditions? And are these relationships consistent at different time periods? and; (3) how changes in poverty relate to changes in environmental conditions and vice versa? To study these relationships household panel survey data and remotely sensed environmental data will be coupled using GIS and non-parametric Classification and Regression Trees (CART) and random forests models which can handle and represent meaningfully the complex, nonlinear relationships between poverty and environment. The project will contribute to the Horizon 2020 aim of furthering sustainability science by exploring how changes in society and the environment are linked and contribute to society beginning to think about interventions to managing environmental resources which could contribute to development and to understand the changes likely in environmental resources when development occurs. It will contribute to the Work Pro
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 'Fundamentals of Hydrogen in Structural Metals at the Atomic Scale', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

H is an element that plays an important role in the production and efficient usage of energy as it significantly influences the way we produce and consume energy: In high-strength materials, the usability and service life is limited by H induced failure. These materials are key in transport systems, wind power and H storage. Despite the enormous economic significance, little is known fundamentally about the underlying damage mechanisms, which are inherently playing out on the atomic scale.The PI’s team will use atom probe tomography, an atomic scale 3D microscopy method to systematically analyse the location and pathways of H in the microstructure and shed light on damage mechanisms in Fe and Ni based materials. This will include vacancies/clusters (0D), dislocations (1D), interfaces (2D) and second phased (3D). The approach will be combined with micro-mechanics to investigate the involvement of H in fracture behaviour. We will measure the amount of H at dislocations required for enhanced plasticity, in the plastic wake of a crack and at the crack tip. In production materials, we will determine the amount of H at identified traps after processing as well as penetration pathways into the material. Finally, we will clarify the contribution of H to a important problem for wind power generation: white-etching cracks.These experiments are now made possible in a commercial atom probe by using 2H (D) charging combined with cryo specimen transfers to avoid H loss. In the project, the team will go a step further and build an atom probe with ultra-low H background to enable the direct detection of 1H, enabling analysis without tracers.The resulting knowledge will greatly enhance our knowledge on the fundamentals of H in metals at the atomic scale. This will lead to increased pred
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 Sixth Framework proposal on 'Role of Crumbs 3 and its partners in vesicular transport and ciliogenesis'.

assistant: **Innovation**

One person in 3000 in the world suffers from Retinis Pigmentosa, which leads to degeneration of essential cells of retina: the polarized photosensitive cells or photoreceptors. Several forms of Retinis Pigmentosa can cause partial or total blindness.Their origin is still unknown and there is no efficient therapy to cure or even prevent them. Numerous studies have shown that CRB1, one of the 3 genes encoding for the human family of proteins CRUMBS (Crb1, 2 and 3), is mutated in 60% of patients suffering from a severe form of autosomal recessive Retinis Pigmentosa called RP12. Other reports implicate Crb3 in vesicular transport at the apical membrane of epithelial polarized cells and at the tight junctions between those cells. The function and regulation of the Crumbs family of proteins are unknown.However, it has been shown that Crb2 and Crb3 are necessary for the formation of the primary cilium at the apical membrane of epithelial cells. The physiological role of the primary cilium remains elusive. Interestingly, several proteins that are localized to the primary cilium are responsible, when mutated, for diseases like the Bardet-Biedl syndrome, polycystic kidney disease or Retinis Pigmentosa. The aim of this project is to study the cellular and molecular role of the Crumbs protein family in morphogenesis and physiology of the retina.We want to understand the mechanisms by which the Crumbs proteins are necessary for cell polarity establishment by the formation and the maintenance of the apical membrane, the tight junctions, as well as the primary cilium. More precisely, we will seek for the role of Crb3 and its partners in the apical membrane morphogenesis and physiology, in epithelial cells in general, and in photoreceptors in particular.The results of this research sho
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 'Actin–membrane anchoring in giant liposomes: a biomimetic system to study cell mechanics' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

At the heart of the cell’s ability to maintain its mechanical integrity while dynamically altering its shape is an intimate interaction between plasma membrane and the underlying actin cortex. There is mounting evidence that regulation of actin–membrane anchoring by lipids and dedicated anchoring proteins is critical for the formation of dynamic actin structures needed for essential functions such as cell division, migration, and mechanosensing. The underlying mechanisms are difficult to probe, however, due to the complexity and redundancy of biochemical processes in cells. Here I propose to elucidate how actin–membrane anchoring is involved in cytoskeletal organization and mechanics using a biomimetic model of contractile cells with well-defined composition. I will develop new microfluidic methods to encapsulate active cortical networks of actin and myosin motors in cell-sized liposomes, and I will use an important physiological protein, moesin, to implement actin–membrane anchoring. By combining fluorescence microscopy, micromanipulation techniques, and fluctuation analysis, I will investigate the interplay between actin–membrane anchoring and motor activity in cortical organization and rigidity in a systematic and quantitative manner. Ultimately, I will take the biomimetic approach a step further and investigate the molecular basis of cell adhesion and mechanosensing by incorporating focal adhesion proteins and seeding the biomimetic cells on extracellular matrix substrates. The project will elucidate the basic physical principles behind cell mechanics, which is vital for the development of predictive theoretical models and for understanding cellular shape changes in living organisms. Thus, I expect to obtain valuable molecular insights into diseases associated with
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 2020 proposal on 'Segments in animal vocalizations: A novel approach to understanding non- human vocal behavior'.

assistant: **Innovation**

Research comparing human and non-human animal communication has made great strides over the past half-century, yet, aspects of vocal behavior remain unexplored. In non-human animal vocal behavior, the smallest unit of analysis is the syllable or breath group, where intakes of breath divide the acoustic stream. Humans, however, can utter full words, phrases, and even sentences between intervals of silence. If alien researchers used the breath group as the smallest domain of analysis in human vocal behavior, they would be confused as to how “five spiders” and “more than four spiders” elicits similar responses but “five spiders” and “five ciders” are treated completely differently. In humans, segments – units that build words and phrases and are divided by acoustic transitions rather than silent intervals – are central to our understanding of language and have clarified the extent and limits to cross-population variability, how humans categorize acoustic stimuli, how languages change over time, and how learning and biology interact to create culture. Because of the central role in understanding language, segment analyses can greatly enhance our understanding of animal vocal behavior, as well. Building on my PhD research, I will further develop tools, methods, and experimental protocols to study the production and perception of non-human vocal segments. While the experimental work will focus on the non-stereotyped vocalizations of budgerigars (a small parrot species), I will apply a segmental approach to the vocalizations of a range of species. Because these segments are more acoustically analogous, they provide better units of comparison across species.


**Keywords:** Bio-acoustics
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 'Resilience quantification and enhancement of energy system operations with hydrogen integration' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Hydrogen has emerged as the primary energy source for European countries to pursue net zero. However, due to the lower heat value compared with natural gas, the integration of hydrogen can substantially reduce the flexibility of the energy system, rendering it more vulnerable to extreme operating conditions. With various prospective hydrogen integration pathways adopted by different countries, this project aims to answer two key questions: Will hydrogen integration make the energy system less resilient? And if so, how to mitigate these side effects? Hence, the project will be conducted in five essential steps: physical-informed extreme scenario identification, flexibility quantification, resilience mapping, resilience enhancement, and real-time validation. Multidisciplinary knowledge, including electrical, mechanical, environmental, and civil engineering, will work collaboratively to ensure comprehensive research outcomes. Various open science practices, dissemination activities, and training initiatives will be implemented to increase the impact and refine the scientific and transferable skills of the researcher. The expected results of this project will firstly address the resilience issues of hydrogen-integrated energy systems, contribute to a reliable energy transition in Europe, and solidify Europe’s leading position in the global hydrogen industry.


**Keywords:** power system, integrated energy systems, resilience, hydrogen
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 'Integration of genetic linkage groups and physical maps of sugar beet - 'beta vulgaris' - chromosomes by high-resolution molecular cytogenetic approaches' to be submitted under Fourth Framework.

assistant: **Abstract**

The applicant proposes a research project aiming to integrate genetic linkage and chromosomal maps of cultivated beet Beta vulgaris, a crop species of major agronomic importance in Europe. Genome analysis impacts strategies for gene isolation and expression, and crop improvement by genetic engineering. The proposed projects is targetted to highlight key features of gene-enriched regions of the genome of cultivated beet. The correlation of genetic and physical sugar beet maps will be achieved by interrelated methods using 1) molecular fluorescence in situ hybridization and high resolution image generation and processing; 2) micromanipulating techniques to dissect and isolate single Beta chromosomes which will be either tested in PCR-based assays or used for the construction of chromosome-specific DNA-libraries; 3) Laser-based flow sorting of native and PRINS differentiated Beta chromosomes as a starting point for establishing a set of chromosome-specific libraries covering the sugar beet genome. Emphasis is also given to a comparative molecular cytogenetic study on heterochromatin synteny between cultivated and wild beet species.
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 Fifth Framework proposal for the project 'Intellectual disability research network (IDRESNET)'.

assistant: **Objectives**

This project will establish a European Union network of researchers working on the social and health care of people with intellectual disabilities. It will develop a shared and consistent terminology for describing the needs of service users, service components and organisation, foster shared conceptual frameworks and understanding of the processes involved in service development, extend expertise in the use of different measures, identify a strategy for cross-national multi-disciplinary research on intellectual disability and establish collaborative projects between the partners. Three seminars will be organised. They will address issues and problems of comparative study and exploration and sharing of different methodological tools and approaches, focusing on definition and measurement of need and heal the and social care delivery. These seminars will be hosted in three of the eight applicant Member States.
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 'SAFE AND COMPREHENSIVE URBAN DEVELOPMENT AND TRANSPORT MANAGEMENT FOR DISRUPTION-RESILIENT OPERATIONS' in the context of a Horizon Europe call.

assistant: **Objectives**

SCUDO develops novel methodologies for the design, planning and operations of transport systems which are resilient, safe and energy efficient. SCUDO identifies and classifies scenarios of disruptive changes, analyzes their impact to different socio-economic groups, improves the monitoring of disruptions and the quantification of uncertainties, develops novel methods for the design & management of transport systems based on the Safe System Approach, and establishes a Pan European Platform which integrates digital solutions and data in order to allow for the comprehensive evaluation of the impact of different types of disruptions to different geographical areas and user groups. SCUDO treats safety as an integral part of resilient systems and innovates in the following directions: (i)  develops AI models for system monitoring and testing, aiming for the quantification of uncertainties and the detection of disruptions, (ii) develop AI-based predictive models and traffic forecasting approaches, aiming to use existing and opportunistic data sources to identify disruptions, classify them, and forecast their potential impact to different socio-economic groups, (iii) develop strategic/tactical planning and real-time decision models following a Safe System Approach, aiming to design resilient transport infrastructure and transport systems which are safe and energy efficient, (iii) combines the developed models into a Pan European Platform and tests them in 4 diverse Use Cases related to resilient public transport management (Athens, GR), resilient traffic management (Bavaria, DE), resilient strategic planning of transport infrastructure networks considering future housing developments and climate change (Amsterdam, NL), and resilient network management (Venice, IT).


**Keywords
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 Europe proposal for the project 'DEsigning, Manufacturing and Operating Quantification of Uncertainties to increase Aviation Safety'.

assistant: **Objectives**

The main goal of DEMOQUAS is to develop an efficient framework of uncertainty quantification (UQ) and provide holistic aircraft/engine design tools (i.e. multi-fidelity, multi-disciplinary, digital threads/twins and Model Based System Engineering {MBSE} or Model Based Definition {MBD} modalities) with the capability to become ‘UQ-enabled’. In this way, it will contribute to achieving the highest level of aviation safety, regarding novel propulsion technologies. The project includes representation, characterization and propagation of uncertainties through the life cycle phases of design, manufacturing and operations, applied in six industrially relevant test cases. In this way, it will contribute to advancing the current state of the art in UQ methods, by effectively improving their efficiency (i.e. regarding ‘curse of dimensionality’ for simulation time and accuracy). The project’s ambition is to provide comprehensive UQ guidelines and enhance decision and policy making of unknown technologies’ development, support virtual certification and ensure a high level of safety and improved risk management.To achieve its main goal, the project will build on the following main objectives:•Perform detailed characterization of life cycle uncertainties for components and systems of components developed for a turboprop aircraft, based on a hybridized, liquid-H2/SAF configuration;•Employ and further develop UQ methods in a multi-layered manner: [Lifecycle] design, manufacturing/measuring, operations, [Scales/fidelities] sub-systems, systems, systems-of-systems;•Deliver an ‘as open as possible’ framework that will allow integrated propulsion system design tools/platforms to become ‘UQ-enabled’ and increase safety and risk management;•Verify and validate the UQ methodologies via testin
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 'SMART DISPATCHER FOR SECURE AND CONTROLLED SHARING OF DISTRIBUTED PERSONAL AND INDUSTRIAL DATA'.

assistant: **Concept**

The objective of smashHit is to assure trusted and secure sharing of data streams from both personal and industrial platforms, needed to build sectorial and cross-sectorial services, by establishing a Framework for processing of data owner consent and legal rules and effective contracting, as well as joint security and privacy preserving mechanisms. The vision of smashHit is to overcome obstacles in the rapidly growing Data Economy which is characterized by heterogeneous technical designs and proprietary implementations, locking business opportunities due to the inconsistent consent and legal rules among different data-sharing platforms actors and operators. The Framework will provide methods and tools, such as Smart Data Dispatcher, to assure common consent over data shared using semantic models of consent and legal rules. The new tools include traceability of use of data, data fingerprinting and automatic contracting among the data owners, data providers, service providers and users. These tools are specifically critical for enormous volumes on data streaming from the usage of mass products with cyber physical features (e.g. vehicles). These data streams offer new opportunities to build innovative services, but their combination with other personal and industrial data is subject to complex ownership and consent aspects, as the data streaming from these products belong to persons or organizations who are owners or users of the products. The project will be based on the solutions developed or under development in previous and current projects (AutoMat, Cross-CPP, CAMPANEO, DALICC etc.). smashHit will be driven by 2 industrial Business Cases involving several existing industrial and personal data platforms owned by the leading data providers in three diverse sectors (aut