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

user: Write clear, measurable objectives and define the scope for the project 'Particulate organic matter and nutrient fluxes in European margins' (POMFLUX) under Sixth Framework.

assistant: **Objectives**

The main objective is to investigate the transfer of particulate organic mater and nutrients from the surface towards the deeper ocean both in continental margin and open sea settings.The control mechanisms and forcing conditions of this process will be studied as they are the input needed to pin down the capacity of the marine environment of absorbing carbon and withdrawing it from the atmosphere.To address this issue three contrasted sites have been chosen: the continental margin at the Gulf of Lions, one oligotrophic-mesotrophic site at the Ligurian Sea and one site southwest of the island of Gran Canaria affected by the Canary Current and Saharan atmospheric inputs.In the continental margin site transfer near the bottom and along canyons will be studied by analysing the material collected by sequential sediment traps located at 30 meters above the bottom at 7 different locations.In both open sea sites investigations a multi-tracer approach will be used to test that:- ballast minerals physically protect a fraction of their associated total organic matter, which persists to predominate over the unprotected fraction in the lower (>1000 m) part of the water column. And- the ratio of organic carbon to ballast is key to predicting variability in export fluxes, deep fluxes, sinking velocities, and remineralisation of particulate organic carbon.This multi-tracer approach will be conducted on samples collected with sediment traps at 4 different depths at the Ligurian Sea site and at 3 different depths at the Canary current site Sediment traps samples will be analysed for major constituent composition in order to characterise the collected material and estimate flux variability.Organic matter characterisation analyses will be performed to trace the pathways and processes that
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 'REcreating the ideal Niche: environmental control Of cell Identity in Regenerating and diseased muscles' in the context of a Horizon 2020 call.

assistant: **Objectives**

RENOIR is a European Training Network that brings together 12 beneficiaries (10 academic and 2 industrial), and 3 partner organizations (a private Onlus Foundation, a pharmaceutical company, and a university) to train 13 Early Stage Researchers with an interdisciplinary profile for outstanding carriers as leaders in the field of muscle regeneration and aging. Receiving a training programme in both scientific and transferable skills and using unique expertise and tools at the frontier between biology and engineering, this new generation of versatile researchers will dissect the cellular and molecular mechanisms underlying impaired muscle composition and function, paving the way to new therapeutic interventions for muscle disease and aging. This will happen through collaborative and synergistic projects between academia and industry.


**Keywords:** Muscle regeneration, innate immunity, host microenvironment, cell identity, epigenetics, biopharma,  biomaterials, microfluidics, live imaging, bioinformatics
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 'Integrating Sina Institute into the European Research Area' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The rapid growth of cross-border markets and global concerns are creating a huge demand to facilitate knowledge sharing between societies. The diversity of languages, cultures, and standards are the main barriers to sharing and consuming knowledge. The objective of the SIERA project is to reinforce closer and sustainable scientific cooperation between Palestinian and EU scientists in the field of multilingual and multicultural knowledge sharing technologies. This objective is attained through integrating BZU Sina Institute, which is the largest ICT research centre in Palestine and among a few in the Arab world in this field, into the European Research Area. BZU Sina institute will twin with four leading European research institutions that are pioneers in the area of multilingual knowledge sharing and have an excellent profile in research cooperation at the European and international levels. This collective expertise and scientific excellence will be utilized to help BZU Sina Institute enhance its research cooperation capacity. In particular, the project aims at achieving the following specific goals: (i) Widening the R&D strategy of BZU Sina Institute, (ii) setting up joint research and cooperation, (iii) facilitating PhD students co-supervision, (iv) Organizing joint summer courses, (v) building competency and facilitating the participation of BZU Sina Institute in FP7, and (vi) increasing the visibility and impact of BZU Sina Institute at the regional and international levels.
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 elusive role of physicality in virtual trials: Towards a new understanding of legal participation' (VIRTUTRIALS), addressing dissemination and exploitation.

assistant: **Impact**

Video links are widely used in courtrooms across the globe but there is a mounting apprehension that the legitimacy and fairness of trials are threatened by the diminishment of physical interactions this format entails. The problem addressed in VIRTUTRIALS is that current concerns regarding the threat video links pose to trials by diminishing physical interaction may not be substantiated by contemporary examination. Instead, these concerns may originate from a fetishization of physicality, despite physicality remaining an enigma. Given the centrality and importance of trials in democratic societies, this has important implications for legal security and the continued trust in the legal system. It is especially critical considering the impending shift to virtual reality trials devoid of physical presence.VIRTUTRIALS will identify how physicality and the absence thereof shapes contemporary trials and participation within in order to show if and how trials can retain their legitimacy and fairness in virtual settings. The state-of-the-art pinpoints three interlinked themes regarding physicality which inspire the research questions:RQ1: How does participation format shape participants’ accomplishment and experience?RQ2: What are the social ingredients of virtual justice rituals?RQ3: How are displays of credibility and remorse understood and evaluated in physical versus virtual trials?VIRTUTRIALS has an innovative abductive and interconnected design using a multi-methods approach, including ethnography, qualitative interviews, and a combined qualitative and quantitative analysis of written judgements. By uniquely drawing on a social scientific perspective with interactionist theory, it aims to analyse and challenge the current understanding of trials as face-to-face interacti
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 'New Synthetic Reactions for Antitumor Natural Products' to be submitted under Seventh Framework.

assistant: **Abstract**

This project seek to study potential advances in organic synthesis and to apply such advances to the elaboration and study of natural products or natural product congeners of novel biological activity. This project has three main goals of broad relevance. The first is the development of new chemistry, (both in terms of strategy as well as specific reactions) to assist in the synthesis of complex target systems. The second is the application of this chemistry to the synthesis of potentially useful anticancer agents bearing a priviledged and natural-ocurring dipyrrolo[1,2-a:1&apos;,2&apos;-d]pyrazine core. Thus, natural products such as phakellins, phakellstatins, palau&apos;amine, spirotryprostatins and structure related to natural products provide the focus for our synthetic efforts. Finally we hope to evaluate, albeit on a qualitative basis some notions as to the mode of action of these substances. It is anticipated that such studies will help to clarify chemical possibilities which might be of relevance to drug activation. This project provides an excellent framework to the transference of chemical efforts to medicinal research in diseases of global impact, such cancer is nowadays.
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 'Building Excellence in Systems Immunology and Healthy Aging Research' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The demographic landscape of Europe is changing rapidly with an increasing number of old individuals. The increase in elderly people poses significant challenges for Europe in multiple spheres, notably in healthcare and its associated costs, as well as in overall wellbeing and cohesion of the European population. Healthy aging is therefore a crucial research and policy theme, and a healthy immune system is essential for this.Building upon the expertise in the molecular and cellular aspects of immune system function, excellent infrastructure and access to unique datasets of the Estonian Biobank, the University of Tartu (UTARTU) aims to become a world leader in research on age-related decline in immune function to address the societal challenge of age-related diseases and immunosenescence. To achieve this, UTARTU will partner with two excellent institutions in the fields of systems immunology and aging – Institut Pasteur (France) and the University of Copenhagen (Denmark). We will implement a wide range of activities to transfer to UTARTU knowledge and skills in 1. methodologies for studying molecular mechanisms in aging; 2. cutting-edge techniques for immunomonitoring; 3. big data and machine learning techniques for immunoprofiling; and 4. conducting healthy cohort and longitudinal studies. UTARTU will also receive guidance on interdisciplinarity aspects of healthy aging research, as well as on research management and commercialization. Partners will implement a pilot research project and prepare a joint research strategy to ensure long-term and mutually beneficial collaboration.


**Keywords:** healthy aging, systems immunology, immunomonitoring, immunoprofiling, big data
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 Seventh Framework proposal for the project 'Communication between Functional Molecules using Photocontrolled Ions'.

assistant: **Objectives**

The goal of COMMOTION is to establish a strategy whereby functional molecular devices (e.g. photo-/electroactive) can communicate with one another in solution and in organized, self-assembled media (biotic and abiotic). Despite intense research, no single strategy has been shown to satisfactorily connect artificial molecular components in networks. This is perhaps the greatest hurdle to overcome if implementation of artificial molecular devices and sophisticated molecule-based arrays are to become a reality. In this project, communication between distant sites / molecules will be based on the use of photoejected ions in solution and organized media (membranes, thin films, nanostructured hosts, micellar nanodomains). Ultimately this will lead to coded information transfer through ion movement, signalled by fluorescent reporter groups and induced by photomodulated receptor groups in small photoactive molecules. Integrated photonic and ionic processes operate efficiently in the biological world for the transfer of information and multiplexing distinct functional systems. Application in small artificial systems, combining “light-in, ion-out” (photoejection of an ion) and “ion-in, light-out” processes (ion-induced fluorescence), has great potential in a bottom-up approach to nanoscopic components and sensors and understanding and implementing logic operations in biological systems. Fast processes of photoejection and migration of ions will be studied in real-time (using time-resolved photophysical techniques) with high spatial resolution (using fluorescence confocal microscopy techniques) allowing evaluation of the versatility of this strategy in the treatment and transfer of information and incorporation into devices. Additionally, an understanding of the fundamental events
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 'LEADS: Large-Scale Elastic Architecture for Data as a Service', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

There is a wealth of publicly available data in today's Internet (e.g., Web pages, government law texts, public statistics, media archives, etc.) that can be exploited by large and small companies in various business domains. Storing, processing, and querying such ever increasing amounts of data is becoming a major challenge, and having the capability to do so is a strong asset for the few big companies with sufficient infrastructural resources. For instance, it is not possible for many small companies to mine publicly available content on the Internet because they do not have the means to build, access or store a complete graph of the Web.LEADS is based on the premise that, instead of maintaining data in-house in dedicated data centres, it is both economically and ecologically better to store it in a shared infrastructure. Its objective is to build a decentral-ized Data-as-a-Service (DaaS) framework that runs on an elastic collection of micro-clouds. LEADS will provide means to gather, store, and query publicly available data, as well as process this data in real-time. In addition, the public data can be enriched with private data maintained on behalf of a client, and the processing of the real-time data can be augmented with historical versions of the public and private data. The platform will be designed from the ground up to account for privacy, security, energy-efficiency, availability, elastic scalability, and performance considerations. The project will be validated on use-cases involving the crawling of Web data and its exploitation in different application domains.<br/>The project website will be http://www.leads-project.eu/<br/>
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 'Biomimetic mineralization for enamel regeneration' (ENAMULATE).

assistant: **Concept**

Dental enamel has a unique chemical composition and a remarkable well-defined hierarchical structure, which together are responsible for its outstanding properties and critical functionality. Once lost, this tissue cannot be regenerated and is directly involved in a variety of dental problems that affect a large percentage of the world population. This ERC PoC project (ENAMULATE) aims to develop the world’s first human dental enamel regeneration material capable of recreating natural enamel in structure and chemical composition; treating dental defects; and replacing restorative materials currently used in dental clinics. The project builds on findings from the ERC Starting Grant STROFUNSCAFF on the development of an elastin-like protein (ELP) self-assembling process capable of triggering and guiding the hierarchical growth of hydroxyapatite as biocompatible, flexible, and robust coatings in vitro over large uneven areas and directly on human enamel and exposed dentinal tubules. ENAMULATE will optimize the crosslinking mechanism to facilitate its clinical use in the operating room, confirm its efficiency in vitro, and validate its performance in an established animal model. The project will also focus on setting up and moving forward a path towards commercialization by consolidating the intellectual property, investigating the industrial viability, and identifying potential markets.
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 'Trust-ML: An Optimization-based Platform for Building Trust in Machine Learning Models used for Power Systems' (TRUST-ML).

assistant: **Innovation**

Deep decarbonization of the energy sector will require massive penetration of stochastic renewable energy resources and an enormous amount of grid asset coordination; this represents a challenging paradigm for power system operators. With its ability to learn in complex environments and provide predictive solutions on fast timescales, machine learning (ML) is posed to help overcome these challenges and dramatically transform power systems in coming decades. Emerging EU verification standards, however, will require that all ML and Reinforcement Learning (RL) used in safety critical applications be demonstrably trustworthy. In this project, we develop a unified framework, known as Trust-ML, for assessing the quantitative trustworthiness of the neural network models commonly used in power systems. Trust-ML uses a novel, convex optimization approach to assess ML trustworthiness across three key dimensions: performance, robustness, and interpretability. The approach is engineered to be scalable, and by design, it generates exact verification guarantees. Furthermore, Trust-ML is designed to meet the emerging needs of actual power systems. In particular, it can verify the performance of multi-agent RL systems in rigorous ways, and its relaxed counterpart can offer tractable, worst-case performance guarantees in the context of online learning. The resulting verification tools will be published as open-source software packages and shared widely with researchers and industry. This project will advance state-of-the-art methods across several interdisciplinary fields, it will help remove the barriers associated with machine learning deployment in power systems, and its outcomes will help push European power grids into competitive spaces. Coming from MIT with advanced training in po
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 'Energy efficient pathway for the city transformation: enabling a positive future' under Horizon 2020.

assistant: **Concept**

MAKING-CITY is a large-scale demonstration project aiming at the development of new integrated strategies to address the urban energy system transformation towards low carbon cities, with the positive energy district (PED) approach as the core of the urban energy transition pathway.  The project will be intensively focused on achieving evidences about the actual potential of the PED concept, as foundation of a high efficient and sustainable route to progress beyond the current urban transformation roadmaps. Although in principle a PED approach seems a solid and ambitious strategy, this should be complemented with long term urban planning to ensure upscaling and fostering higher impacts. Currently city energy plans are starting to be designed with a 2030 horizon, according to the standard city commitments, as for instance those reflected in the SECAPs and other more specific city plans.  Project will address methodologies to support cities in their long term urban planning towards an adequate energy transition, paving the way of the planning, implementation and up-scaling process.  Cities of Groningen (Netherlands) and Oulu (Finland) will act as lighthouses. These cities are currently working intensively in ambitious transformation planning whose approaches fit perfectly with the project objectives. Both have committed to deploy a demonstration of at least one positive energy district. León (Spain), Bassano del Grappa (Italy), Kadiköy (Turkey), Poprad (Slovakia), Vidin (Bulgaria) and Lublin (Poland) will be the follower cities. All of them have assumed a huge commitment to develop a solid execution project of Positive Energy District and foster high level of replication of the solutions demonstrated in Groningen and Oulu.


**Keywords:** smart cities, positive energy dis