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 a compelling abstract for 'Probabilistic Formal Verification for Provably Trustworthy AI' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

This project is concerned with the formal verification of modern Artificial Intelligence (AI) systems with Machine Learning (ML) components. Certifying that an AI satisfies certain requirements, such as fairness or safety standards, is pivotal for the regulation and use of this technology in many domains, especially those with high socio-economical stakes. Techniques that can provide formal guarantees on modern AI will have broad impacts on multiple areas described in the Horizon Europe strategic plan 2021-2024.  The proposed framework goes beyond the state-of-the-art by adopting a probabilistic approach that satisfies three desiderata. First, it supports arbitrarily complex distributions, handling uncertainty over both non-deterministic systems and/or complex, multidimensional enviroments. Second, it unifies under the same formalism the verification of a multitude of ML models and properties of interest. Third, it enables the verification of ML models as part of a larger system and promises an easier integration into the existing probabilistic formal verification (PFV) tools. The approach is based on the notion of Weighted Model Integration, a recent formalism that enable probabilistic inference over arbitrary combination of logical theories and algebraic constraints.Paolo Morettin is one of the most prolific authors in the novel but vibrant field of WMI. Having both industrial experience in formal verification and a ML-oriented scientific background, he is the ideal candidate for pushing the boundaries of WMI-based probabilistic formal verification. As a MSCA postdoctoral fellow, Paolo Morettin will advance the state-of-the-art with both theoretical and technological contributions, with the ultimate goal of enabling and facilitating the integration of the proposed fra
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 'Ethics Governance System for RRI in Higher Education, Funding and Research Centres', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The Objective of Ethna System is to develop and implement an Ethics Governance System for grounding good practices in RRI (ETHNA System) in Higher Education, Funding and Research Centres (HEFRCs). The Project will implement and validate a new formal organizational structure within the management structure in 6 different HERCs of the consortium from 6 countries and 3 type of contexts: 2 universities, 2 funding research centres and 2 technological parks in ES, NO, EE, BG, AT and PT. The ETHNA System is composed by an Ethna office (integrity office) and 4 tools and work methodologies for RRI (ethical code, ethics committee, ethical hotline and process indicators to report) that implied institutional changes to respond to ethical challenges that HEFRCs are facing in EU context nowadays in its R&I activities. The institutional changes will be sustainable beyond the lifetime of the project funding because will be implemented and institutionalised in the HEFRCs management structures throughout the Ethna office. A Sustainability Plan will be developed to maximise the impact during 5 years after the end of the project.Therefore, the development of the project will involve a mutual learning among the consortium partners which have different level of expertise and knowledge in the five dimensions of RRI (research ethics and integrity, gender equality, open science, citizens engagement). Consortia will contribute to 22 MoRRI indicators and 7 SDG goals (16 targets). GOV2 and GOV3 indicators are particularly focused with KPI project indicators. The process to define ETHNA System is based on Quadruple Helix Mode (QHM) where the involvement of all stakeholders in R&I and the implementation of the ETHNA System and its institutionalization require a sustainable engagement with citizens 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: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Machine Learning for Quantum'.

assistant: **Concept**

The Marie Skłodowska-Curie Doctoral Network ""ML4Q - Machine Learning for Quantum"" provides high-level interdisciplinary, intersectoral and international training to 10 doctoral researchers who will explore how machine learning and quantum science technology can be combined to (i) extend quantum and classical machine learning based prediction of materials and matter properties and to strongly-correlated regimes, and (ii) accelerate the development of quantum technologies through machine learning, thus enabling new approaches to solving outstanding problems currently out of reach of classical computers. This has the potential to address some of the world's most pressing challenges, such as developing tools for discovering more environmentally friendly chemical processes and efficient materials, or accelerating the development of quantum technologies which will give Europe an edge in the global tech race. ML4Q fellows will realize this vision will through their individual projects and interdisciplinary collaborations reinforced by a comprehensive training program which combines cutting-edge research with a focus on networking, career development for academic and non-academic career paths, open science and responsible research and innovation for society, that will enable them to shape emerging technologies and the next digital transformation in Europe. The consortium consists of 5 academic and 5 non-academic research partners (including 2 leading Eu QT startups) and 11 principal investigators who bring together all the necessary expertise computer science, AI and machine learning, quantum technology, and chemistry and materials science, as well as their interfaces. Together we will prepare the next generation of strong, resilient, flexible, and creative quantum and comput
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 'Comparative investigation of the in-cylinder intake flow in an automotive engine by laser optical planar measuring techniques' to be submitted under Fourth Framework.

assistant: **Abstract**

Research objectives and content  One major goal in automotive research is to further reduce fuel consumption and pollutant emissions by optimising mixture formation and combustion process. The mixing process inside an internal combustion engine is strongly dependen the global flow structure, therefore the quantification of in cylinder largewscale flow phenomena, such as swirl and tumbl mandatory to explore foe aforementioned structures. In this research project, the aim is to pesfor n a comparative investigation of the in cylinder intake flow under steady-s and unsteady conditions using laser optical planar measuring techniques. The experiments will be performed on engine simulators and on near production engines with optical access. To achieve this, Laser-light techniques for qualitative visualization of the flow field structure and 2-Dimensi measurement techniques as I nser Doppler Velocimett DV) and Particle Image Yelocimetry/Particle Tracking Velocim (PIVIPIV) are employed to obtain precise information about the velocity field. This results can be used to declare a certain intake system as the most appropnate to comply with the ecological stand regarding engine design. Training content (objective, benefit and expected impact)  The training content and objectives lie on the application of these techniques to engine case studies and the knowledge experience obtained from the results. At the present moment there are few people with experience in this field in Portugal, and practically none with indust experience.  With the training provided by this research project I expect to use the results for a Ph.D. thesis and afterwards use this work experience and knowledge to pursue a research activity on Industry and at Academic level in Portugal.
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 'Innovations and Capacity building in Agricultural Environmental and Rural Uav Services', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

ICAERUS proposes an “application-oriented” approach, through the selection of five (5) specific drone applications, to explore the multi-purpose application potential of drones in agricultural production, forestry and rural communities. The selected drone applications represent the most important sectoral and societal drone usage purposes in Europe and cover multiple applications that are interconnected within the complex rural European landscape. The ICAERUS vision is to explore opportunities and provide a more complete and interconnected account of the potential and impact of drones as multi-purpose vehicles in EU agriculture, forestry and rural areas. The aim is to showcase and support, through application, the effective, efficient and safe deployment of drones as well as, identify the risks and added values associated with their use. “Taking off” from the current state-of-the-art in the drone ecosystem, ICAERUS will “rise up” by advancing existing software technology, platform components and knowledge in regard to drones, to exploit the potential of drones and strengthen capacities to reduce their risks, achieve better informed decision-making, enhance sustainability performance and competitiveness in agriculture, forestry and rural areas. This will be showcased in two directions: fundamental applications representing an “eye-in-the-sky”, using the drone as a positioning system for optical observation and recording, and a “hand-in-the-sky” applications, for spraying and goods delivery. ICAERUS plans to scale-up through research, technology optimisation, demonstration and education about drones to create an efficient, trusted and safe enabling environment for the EU drone services market to achieve the EU’s decarbonisation, digitalisation and resilience ambitions. IC
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 'Encoding of episodic memory in hippocampal rigid and plastic neurons' (RigidPlasticNeurons) under Horizon 2020.

assistant: **Objectives**

One of the remarkable features of the mammalian brain is its capability to learn. This is particularly evident during infancy, when novel context is rapidly integrated and transformed into new memory. How early-life experiences are encoded in the developing hippocampus, a brain region central to the formation and recall of memory, has not been well understood. We know very little how neural populations in the hippocampus are activated during learning, allowing for both a generalised yet flexible encoding of information. Recent work suggests that a subset of hippocampal neurons show more rigid, stable activation patterns across the behavioural domain while others are more plastic. How their properties emerge during infancy and evolve during brain maturation is the centre of this proposal. To answer these questions, I propose to study the ensemble code in the developing mouse hippocampus. I will use a combination of calcium imaging, viral labelling, and chemogenetic techniques paired with a behavioural navigation assay to measure in vivo the activities of 100s of neurons while the animal explores known and novel environments. Specifically, it is my ambition to understand how the functional properties of rigid and plastic neurons in CA3 region emerge during development and to identify the neural circuitry encoding episodic memories in the infant and adult brain. By bridging developmental, systems, and behavioural neuroscience, the proposed research will provide highly novel contribution to our understanding of learning during brain maturation.


**Keywords:** calcium imaging, virtual reality, hippocampus, entorhinal cortex, episodic memory
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 'Digital twin politics: Unlocking the full potential of digital twins for sustainable ocean futures' in the context of a Horizon Europe call.

assistant: **Objectives**

In the light of time pressure, persisting data gaps, and challenges to the implementation of global sustainability goals for ocean protection, the European Commission is currently building a prototype digital twin of the ocean (DTO). The EU DTO is part of a larger set of substantial global and national efforts to develop highly accurate digital models of the ocean for ‘better decision-making’ and an emerging high-tech knowledge infrastructure that turns various types of ocean data into prediction tools for public and private actors with a stake in the transition towards sustainable ocean futures.However, DTOs, although needed to advance ocean science and governance, are a political issue in themselves. Firstly, DTOs run the risk of perpetuating global inequalities because the capacities to develop, access, and use ocean data, information, and science are unequally distributed. Secondly, DTOs may create an array of legal and political uncertainties regarding data access, ownership, security, and sharing. Thirdly, DTOs should be embedded into a set of norms, rules, and values to prevent abuse and misuse in practice — a neglected aspect in the current ‘twin rush’. TwinPolitics will overcome shortcomings in the study of DTOs by examining both the socio-technical making of DTOs for national scientific and political purposes and the politics of developing and using DTOs in an international setting. TwinPolitics will re-conceptualise digital twins as socio-technical relations operating under a specific set of institutional, political, and economic conditions and within a hybrid research, data, and observation environment. TwinPolitics will break new ground by developing a methodological approach that combines, on the one hand, qualitative and quantitative research on the pract
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 'COgnitive Radio Platform and Algorithms'.

assistant: **Innovation**

The ICT industry is faced with a global challenge: develop new services with improved QoS, high QoE, and reduce its environmental impact. Clearly, there is a deep need of global efficiency, in the spectral domain, in the energy domain, and in the design of the radio.Indeed, wireless technology is rapidly proliferating into all aspects of computing and communication. The explosion of wireless applications and new services creates a very huge demand for more spectrums. However, most easily usable spectrum bands have been statically allocated. These considerations have motivated the research for breakthrough radio technologies. Cognitive radio system (CRS) offers the promise of being just this disruptive technology innovation.Although the theoretical research for CRS is blooming, hardware design is progressing at a much slower pace. A key bottleneck in CR continues to be the flexible radio frequency (RF) transceiver consuming very low power, which can easily be integrated with baseband processing. Another challenge is that cognitive algorithms and techniques should take into account the implementation constraints and requirements. Addressing these three main challenges is the motivation of this project.We propose to design, develop, and demonstrate the reception part of a CR platform that facilitates the realization of RF front-end functions for military and commercial communications systems. This CR receiver will be very power-efficient. We also propose enabling interference cancellation techniques and secure cooperative sensing algorithms, which will be implemented in this CR platform. It removes the need for custom-designed RF transceivers for each radio system. Moreover, this re-configurability allows upgrades to future standards and technologies in the field. This wil
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 executive summary for the EU project 'Millimeter-wave and  Radio-frequency integration in Nanoelectronics for Modern Wireless 5 A Communications' (MIRANDELA) targeting Seventh Framework.

assistant: **Abstract**

The ENIAC JU project MIRANDELA is building a complete digital, mixed-signal, analogue, radio frequency (RF) and millimetre-wave (MMW) platform for the design and production of chips for future wireless communications to address the challenge of transferring anything, from/to anybody, anywhere, at any time and through any path. Components in core CMOS technology and other processes will be characterised, optimised and modelled in the RF and MMW range as well as for analogue operation targeting very low power design of RF blocks and functions. Solutions will be developed to cut costs and time to market.
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 'Literacy’s influence on the production and perception of speech', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The main objective of this project is to demonstrate that language-specific grapheme-phoneme correspondences reshape bilinguals’ phonemic space, which has direct consequences for speech production and perception. Moreover, this project will explore fine-grained properties of this recalibration in association with differing levels of bilingualism and language-specific reading proficiency. These goals will be reached by investigating how literacy (i.e., grapheme-phoneme conversion rules) recalibrates language-specific representations of speech sounds (phonemic representations; PRs). I aim to demonstrate that acoustic position and dispersion of PRs in bilingual readers vary depending on a) language-specific orthographic consistency and b) reading proficiency. Populations with differing degrees of bilingualism and reading proficiency will be tested in behavioural and neurophysiological paradigms: The initial stages of bilingualism will be captured by testing Spanish native speakers in a novel phoneme-and-grapheme learning experiment. The advanced stages of bilingualism will be captured by testing Basque-English sequential bilinguals who already built PRs in their second language. Until now, the fields of bilingualism and reading have been studied separately, although the two fields may mutually influence one another. The most innovative aspect of this project is its link between these two formerly unrelated research fields into a new research program, which takes into account the complex interactions between auditory and visual language perception and production in bilingual populations. This project has major implications for models of bilinguals’ language production and perception, which in turn have important implications for education and social policies. Moreover, the