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: Describe the specific objectives and expected outcomes for 'Studying the Structure and Dynamics of TCR nucleated Complexes at the single molecule level' in the context of a Seventh Framework call.

assistant: **Objectives**

The  cell  transduces  information  across  its  plasma- membrane  via  the  engagement  of  surface receptors  and  the  subsequent  recruitment  of  intracellular  proteins  to  these  receptors  or  to  adapter proteins  to  form  transient  and  heterogeneous  signaling  complexes.  Multi- molecular  signaling complexes  can,  in  turn,  be  found  in  large  microclusters  or  aggregates.  Such  signaling  complexes and clusters have been shown to play a crucial role in T cell activation and thus, in the ability of the immune  system  to  adequately  respond  to  foreign  pathogens.  However,  little  is  known  about  the detailed  structure,  content,  and  organization  of  signaling  complexes  due  to  severe  limitations  of current  experimental  techniques.  I  propose  to  develop  and  apply  cutting-edge  super-resolution microscopy  techniques,  biophysical  models,  and  statistical  methods  to  study  mechanisms  of  cell activation by signaling complexes  in  single-molecule detail  in  intact cells. Previously, by  imaging complexes  downstream  of  the  T  cell  receptor  at  the  single- molecule  level  with  photoactivated localization  microscopy  (PALM),  I  found  that  these  complexes  show  functionally  significant nano-scale organization at  the plasma- membrane of  activated cells. I  hypothesize that signaling complexes  have  additional  levels  of  dynamic organization  that  are  crucial  to  the  plurality  of  functions  of these  complexes  in  adequately  activating  T  cells.  Importantly,  my  developed  techniques  and expected  results  will  be  relevant  to  many  other  signaling  systems  and  will  greatly  extend  our understanding of the composition, structure, and formation of signaling complexes and mechanisms of
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 'Computational Hardness Of RepresentAtion Learning' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Rich internal representations of complex data are crucial to the predictive power of neural networks. Unfortunately, current statistical analyses are restricted to over-simplified networks, whose representations (i.e., weight matrices) are either random, and/or project the data in comparatively very large or very low dimensional spaces; in many applications the situation is very different. The modelisation of realistic data is another issue. There is an urgent need to reconcile theory and practice.Based on a synergy of the mathematical physics of spin glasses, matrix-models from physics, and information and random matrix theory, CHORAL’s statistical framework will delimit computational gaps in the learning, from structured data, of much more realistic models of neural networks. These gaps will quantify the discrepancy between:(i) the statistical cost of learning good representations, i.e., the minimal amount of training data required to reach a satisfactory predictive performance;(ii) the cost of efficiency, i.e., the amount of data needed when learning using tractable algorithms, such as approximate message-passing and noisy gradient descents.Comparing these costs will quantify when learning is computationally hard or not.To achieve this, CHORAL will first focus on dictionary learning, another essential task of representation learning, and then move on to multi-layer neural networks, which can be thought of as concatenated dictionary learning problems.CHORAL’s ambitious program, by defining benchmarks for algorithms used in virtually all fields of science and technology will have a direct practical impact. Equally important will be its conceptual impact: the study of information processing systems has become a major source of inspiration for mathematics.


**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: Write the concept and methodology overview for 'Rural Empowerment HUBS for climate resilience' under Horizon Europe.

assistant: **Concept**

REHUBS addresses the issues of climate vulnerability in rural areas and small to medium-sized communities, which are particularly susceptible to climate risks such as droughts, heatwaves, wildfires, floods, and biodiversity loss. REHUBS’ goal is to enhance climate resiliency of these areas by developing an integrated framework of adaptation solutions, advanced digital tools, and participatory approaches, tailored to the specific needs of the rural communities. The project will design, implement and validate a Climate Risk Assessment model, an Advanced Early Warning System, Flood and Drought Modelling tools, Smart Irrigation Systems, a Circular Water Recovery Treatment, a Rapid Wildfire Detection System, as well as a Risk Assessment and Adaptation Platform that will recommend a list of cost-effective nature based solutions (NBS). REHUBS will promote knowledge transfer, enhance the adaptation capacity of local authorities, and upskill local actors through an online academy, an AI support chatbot and through fostering stakeholder collaboration through the project’s established Rural Micro Hubs (RMHs). The solutions developed in REHUBS will be implemented and validated across four Demonstration Cases, with replication in three additional Replication Cases, ensuring that they, not only address immediate climate risks, but also build long-term resilience by integrating climate adaptation strategies into local governance frameworks. Additionally, the project will introduce innovative financial instruments to support the sustainable implementation of these solutions, ensuring both their cost-effectiveness and replicability across different European regions. The project's outcomes will contribute significantly to enhancing the adaptive capacity of rural communities, supporting E
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 Seventh Framework proposal on 'Integrated whole blood acoustophoresis and homogeneous nucleic acid detection cartridge for rapid sepsis diagnostics'.

assistant: **Concept**

The objective of the ACUSEP research project is to develop an integrated, dry-reagent based disposable ready-to-use cartridge enabling rapid analysis of sepsis-causing organisms and eventual identification of antibiotic resistance directly from suspected blood samples. Sepsis causes annually up to 135 000 deaths in Europe and the early diagnosis is the key to improved survival. Identification of the antibiotic resistance is further beneficial to fast initiation of proper antimicrobial treatment. The rapid diagnostics of sepsis and identification of the causative pathogens can be achieved by research utilizing the recent technological advances; combining acoustophoretic collection of the pathogens from whole blood and photoluminescent dual-tag probe-pair detection technology with nucleic acid amplification providing excellent sensitivity and speed needed in acute diagnostics. The consortium is assembled to cover all the key research areas of the project. It consists of academic research organizations with significant technical and scientific experience of acoustophoretic target organism collection and purification, nucleic acid amplification, photoluminescent reporters and multiplexed homogeneous probe detection technologies. The project will proceed in phases, divided to both parallel and serial tasks in collaboration with SME and clinical partners involved, to perform a clinical evaluation of the developed prototype consumable assay cartridge and to initiate further exploitation activities. The specific objective in FP7 HEALTH-2010 addressed to is to “develop detection and analytical tools and technologies for diagnosis, monitoring and prognosis of diseases.
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 'Justice-Oriented Strategies for Social Adaptive Risk Management' under Horizon Europe.

assistant: **Concept**

JUSTSAFE project aims to design and implement just and inclusive strategies for enhancing climate resilience and digital transitions, prioritizing the most vulnerable and marginalized social groups such as the elderly, children, women and girls in all their diversity and individuals with disabilities who disproportionately suffer from climate change impacts. The project underscores the necessity of local authorities making direct investments that impact vulnerable communities significantly. A recent workshop, ""Digitalization for Climate Action: Co-Creation, Collaboration and Just Transitions,"" highlighted the importance of co-creative digital activities for inclusive participation, activism's role in digital and climate spheres, the engagement of political actors in prioritizing climate measures, and the support for sustainable innovations in cities to prevent the exclusion of vulnerable groups. This project aligns with the EU Mission Adaptation to Climate Change, promoting a comprehensive approach to inclusive adaptation to climate change.""


**Keywords:** Vulnerable Communities, Just Resilience, Risk Communication, Capacity Building
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 'Scientists and Engineers for the Quantum world' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Quantum technologies (QT) are at the brink of revolutionising the world in many areas of our everyday lives. With parallels to the replacement of analogue with digital electronics in the late 20th Century, quantum devices will supersede digital in the future, leading to dramatic improvements in the capabilities of key technologies and industries. These include gravimeters (earth observation; military; prospecting), atomic clocks (satellite-free navigation; finance) and computing/secure communications (banking; military). Having played a vital role in shaping the global scientific QT landscape for the last 10 years, M Squared Lasers (MSL) is well placed to lead commercial developments at the heart of a European QT supply chain. Building on a track record of translating novel science into demanding markets, MSL will develop QT components, subsystems and integrated devices that will enable a wide range of applications. Starting with components and subsystem development (in line with the EU Quantum Manifesto), MSL will become increasingly vertically integrated as the QT initiative progresses. MSL have developed a first iteration magneto-optical trap that is ready to be developed into a stable atom interferometer and to conduct gravity measurements. With this project MSL aim to develop an innovation programme on the commercialisation of a gravimeter. To realise these goals MSL needs to recruit a high calibre engineer who has first hand experience in developing quantum technologies and in depth knowledge of cold atom physics and quantum mechanics. MSL has found it hard to recruit the necessary niche specialist skills in quantum technology development required. To meet this innovation opportunity MSL needs to overcome barriers to recruitment by widening its recruitment pool fr
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 'Achieving sustainable agriculture in African cacao through DNA metabarcoding and food web models' (CHOCOLATE4LIFE).

assistant: **Concept**

Anthropocentric destruction of natural ecosystems, such as tropical rainforests, has created an urgent need to balance agricultural production with biodiversity. To achieve sustainability, we must manage ecosystems to prioritise both species that both maximise ecosystem support for crops (“ecosystem service species”) and those that maximise biodiversity (“keystone species”). The framework of community models offers an ideal platform for managing a balance between keystone and ecosystem service species, but two principle components remain: 1) a method for rapidly identifying key species and quantifying interactions between species, and 2) quantitative methods that can fit dynamic community models to such novel data. To overcome the first issue, I will characterize species interactions by implementing state-of-the-art diet metabarcoding, in which the prey of hundreds of animals as well as the plant taxa consumed by prey can be simultaneously identified through predator faeces. With my host at the University of Glasgow, these data will enable me to develop a step-change in food-web modelling. Using Bayesian statistical inference I will construct models in which the strength of connections among species will dynamically adapt to changes in their abundance. With species identifications from metabarcoding, I will build multi-trophic food web models of African shade cacao plantations to address three objectives: 1) identify keystone trees that maximize richness of birds and arthropods (i.e., biodiversity); 2) determine ecosystem service species that maximize predation of damaging pest arthropods and 3) identify “crossover species”: those with both ecosystem service and keystone properties. This cutting edge approach will provide an ecosystem-level understanding of factors affe
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 'Coupling effects in magnetic patterned nanostructures' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The scientific objective of this programme is to achieve a comprehensive knowledge of magnetically coupled systems of reduced dimensionality. Spin configuration, magnetic and electrical properties of patterned nanostructures will be investigated in three kinds of magnetically coupled materials: antiferromagnetic / ferromagnetic (AF/FM), very thin multilayers with perpendicular anisotropy and superconducting / ferromagnetic (SC/FM) bilayers. Thin films will be patterned constraining lateral dimensions in the range of 50 nm to 200 microns. These dimensions are comparable to typical magnetic length scales as domain wall width and spin diffusion length, thus novel phenomena and spin configurations are expected as the size of these elements becomes smaller. Coupling interactions in patterned magnetic systems have attracted much attention due to both still open challenging issues in nanomagnetism and the technological implications in spintronics devices, storage media, biological sensor, and logic units. Four Work packages reveal the challenges and objectives of this proposal. The effect of magnetic coupling in:  i) the formation of a vortex state in dots with an in-depth magnetic profile (FeF2/FeNi), ii) competing anisotropy nanostructures (IrMn/FeCo), iii) the domain configuration in YBaCuO/FM hybrid heterostructures, and iv) the stability of Co/CoFeB nanoelements with perpendicular anisotropy, will be systematically investigated. The proposed exchange scheme  will train young and experienced researchers from eleven high-class research centers in state-of-the-art nanofabrication and characterization techniques. The success of this project is only possible combining capacities and facilities from all partners.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'The Visual Politics of Recognition: Understanding the Role of Images in Recognition Encounters'.

assistant: **Objectives**

Images are an important component of recognition between states: official photographs of high-level summit meetings, or images circulated by state representatives over Twitter, are used to visualise positive or negative interstate relationships that reflect, or challenge, established recognition dynamics. Despite the political importance of recognition, there are currently no studies on the visual politics of this process in International Relations. The purpose of the VISUAL project is to take the field a step further through the development of an innovative and original typology for the visual politics of recognition. In VISUAL we have the unique opportunity to advance our knowledge of the role images play in global politics. Using a theoretically-driven, exploratory analytical methodology employing a mixed-methods approach, the project theorizes and conceptualises successful and failed recognition by situating images within a process we know is politically significant: EU, NATO and G7 summit meetings and the acrimonious Iran-US relationship. In addition hereto, VISUAL explores the role of gender in the visual politics of recognition, developing a feminist visual methodology, the first of its kind in International Relations. Using the 'case plus study' methodology, VISUAL will address three main research questions across three sub-studies: 1) What are the visual modalities of recognition, successful and failed? 2) How are rival interpretations of recognition in the Iran-US relationship visualised? 3) How are gender norms reproduced or challenged in images signifying successful or failed recognition?I will significantly benefit from a placement at the Department of Political Science at the University of Copenhagen, under the supervision of Professor Lene Hansen, as it i
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 'e-Living: Life in a Digital Europe' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

This project will create a co-ordinated set of pan-European longitudinal household panel studies to generate quantitative data on time-use, uptake of IST's, IST competencies, environmental impact and perceived quality of life. It will conduct analysis of this data to describe, explain and model relationships between the uptake and usage of ISTs and changes in citizen's lives and to understand how these patterns contribute to changes in lifestyles and/or quality of life. The results will be made available as a resource for future analysis or for use in subsequent projects via a website, publications and a managed programme of workshops to engage public and commercial policy makers. Finally the consortium will work towards an on-going pan-European household panel study aimed at measuring and testing the hypothesised benefits of IST's.The project will review best practice in longitudinal panel study methods together with best advice on suitable parameters for measuring the information society which match the project's analytic aims; implement a set of data collection instruments and recruiting a stratified sample of European households from a range of member and associated states;collect a first wave of data on the time use, uptake of IST's, IST competencies , environmental impact and perceived quality of life of individuals within these households and conducting analysis on the cross-sectional patterns of distribution of these parameters across contrasting socio-economic groups and contexts; and then collect a second wave of identical data on the same individuals after 12 months and conducting casual analysis to describe, explain and model trends in these critical parameters and to relate these trends to changes in the uptake and usage of information society technologies.