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 novelty, innovation potential and advance beyond the state of the art for 'Integrated secure platform for interactive personal devices' (INSPIRED).

assistant: **Innovation**

More than other IT domains, the smart card industry is facing the challenge to reinvent itself in the fast moving high-tech area where seamless connection, mobility and security are key aspects. This breakthrough is only possible by changing the fundamentals of the smart card and by creating a new and open technology platform. The smart card has been successful in providing a first generation of secure, personalized and portable device to millions of users principally in off-line applications such as bank and telecom. INSPIRED will develop the second generation called Trusted Personal Device (TPD) to provide Trust and Security to users and on-line services in the future ambient intelligence and ubiquitous computing environments.The concept of an individual object representing the root of trust is the paradigm which definitely made the success of the smart card. INSPIRED intends to rely on it and to extend it to the next generation of secure communicating devices. These devices will have different form factors and features depending of the targeted applications. INSPIRED aims at defining the common technical foundations to allow cost-efficient product developments of devices with extended features and performances that can better be integrated in heterogeneous networks.The INSPIRED consortium gathers the large majority of the stakeholders in the European smart card arena including the major smart card manufacturers, vendors of chips and sensors for smart cards and leading research institutes. The consortium also includes companies representing Users from dynamic market segments such as Telecom, electronic ID, on-line services and digital rights management for requirements, concept definition and validation of the project results. INSPIRED is in-line with the RTD requirem
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 'Genetic sex determination in sturgeons : practical application in caviar production' to be submitted under Fifth Framework.

assistant: **Abstract**

The aim of this project is the development of a method for determining the sex of sturgeons at a very early stage. Sturgeons are farmed for caviar, which only the females produce, and that is only after 7 or 10 years of rearing, depending on the species. The methods currently used only allow the males to be withdrawn from the rearing programmes after 2 or 4 years of rearing.The producers therefore lose a lot of profits on the rearing. We intend to develop a genetic method of sexing that will allow the males to be identified in the first few months, and will in turn allow the females only to be reared. This sexing method will take place in conjunction with a system of tagging the fish, in order to facilitate the post-sexing sorting operations. These techniques will greatly reduce the production costs for fish farms and will permit a significant increase in production without the need for expansion of the infrastructures involved.
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 'Machine Learning Macroeconometric Methods for Dynamic Causal Inference' (MACROML).

assistant: **Innovation**

Data lies at the heart of all economic decisions. Everyone — and especially central bankers, investors, and policymakers — processes data when making choices. Thanks to technological innovations, the speed at which (raw) data are generated and shared by businesses, public administrations, and scientific research (among others) have increased exponentially. Large amounts of data bring new opportunities and challenges to econometrics. The literature on microeconometric methods based on statistical learning techniques has grown substantially over the last decade, yet macroeconometrics literature lacks an understanding of such methods which could be applied to answer causal inference questions. The primary goal of the macroml research project is to put forward theory-driven methods for dynamic causal inference analysis based on models typically used in the macroeconometrics literature, bridging the gap between machine learning and macroeconometric modelling. The key distinction of this project from the state-of-the-art methods is the analysis of heavy-tailed and highly persistent time series data — a critical feature that has been largely overlooked in the literature.In particular, the research project will investigate: I. accurate and theoretically-valid estimation and inference econometric techniques for general high-dimensional time series models;II. a general methodology for high-dimensional local projection estimators which allows studying the dynamic causal relationship between economic time series data.The project will enlarge policymakers’ toolbox for the analysis of macroeconomics and finance data to assess different dynamic causal hypotheses in a flexible and accurate way, thereby making it highly policy-relevant. In addition, new estimation methods of machine lea
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 'New mechanisms and materials for odd-frequency superconductivity' (ODDSUPER), addressing dissemination and exploitation.

assistant: **Impact**

Odd-frequency superconductivity is a very unique superconducting state that is odd in time or, equivalently, frequency, which is opposite to the ordinary behavior of superconductivity. It has been realized to be the absolute key to understand the surprising physics of superconductor-ferromagnet (SF) structures and has also enabled the whole emerging field of superconducting spintronics. This project will discover and explore entirely new mechanisms and materials for odd-frequency superconductivity, to both generate a much deeper understanding of superconductivity and open for entirely new functionalities. Importantly, it will generalize and apply my initial discoveries of two new odd-frequency mechanisms, present in bulk multiband superconductors and in hybrid structures between topological insulators and conventional superconductors, respectively. In both cases odd-frequency superconductivity is generated without any need for ferromagnets or interfaces, completely different from the situation in SF structures. The result will be a significant expansion of the concept and importance of odd-frequency superconductivity to a very wide class of materials, ranging from multiband, bilayer, and nanoscale superconductors to topological superconductors. The project will also establish the connection between topology and odd-frequency pairing, which needs to be addressed in order to understand topological superconductors, as well as incorporate new materials and functionality into traditional SF structures. To achieve these goals the project will develop a novel methodological framework for large-scale and fully quantum mechanical studies with atomic level resolution, solving self-consistently for the superconducting state and incorporating quantum transport calculations.


**Key
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 'Reverse genetics of respiratory syncytial virus: generation of attenuated vaccine candidates' (1998-2002) targeting Fifth Framework.

assistant: **Abstract**

Development of a safe and effective vaccine against human respiratory syncytial virus, and its close bovine relative, remains a high priority. These viruses are the most important cause of severe respiratory infections in very young children and calves. We intend to use recently developed techniques for rescuing negative- stranded RNA viruses from cDNA copies of the entire genome. This approach offers the possibility of using highly developed genetic engineering techniques for introducing desired mutations in the viral genome. Minigenome amplication and alternative assays will be used for rapid screening of promising mutations that may be then transferred to full-length cDNA clones for virus rescue. Mutant viruses will be tested in cell and organ cultures for growth and induction of key regulatory molecules. Viruses with interesting phenotypes will be tested in animal models, including calves as a natural host of bovine respiratory syncytial virus.
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 'A Customizable Robot to Include Children with Autism Spectrum Disorder', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Nowadays, more than 1% of the children below the age of 14 are diagnosed with Autism Spectrum Disorder (ASD), which is a group of developmental disabilities characterized by impairments in social interaction/communication. The social and financial cost of this disorder are enormous, both for the families and for the national health systems. Most of the costs are related to special education and this hinders the inclusion in the society of children with ASD, whose talent is often squandered.Recent studies have proved that robotics can play a crucial role in this domain: robots are perceived by children with autism as being more predictable less complicated and threatening than humans. In the last few years, several robots have been launched to the market as educational and social aids; yet, no existing solution is affordable for families and provides enough flexibility to be tailored to the needs of a specific child. Hookie – the robot described in this proposal – fills exactly this niche, being customizable and affordable.Hookie is 3D printed (and hence families can create it together with their children) and based on a standard user interface, such as a smartphone. The system is at TRL 7: two iterations of design-trials have already been performed with specialised hospitals, and the results are very encouraging. It is now time to perform the business activities around the technology. This proposal describes the objectives of a feasibility study aimed at launching Hookie in nine EU markets (four in a first phase and other five later on). Upon the successful completion of the feasibility study, we will seek additional funds via different sources (including the SME phase 2 scheme) to take the product up to TRL 9 and eventually to full commercialization.
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 'Trusted AI for Transparent Public Governance fostering Democratic Values' under Horizon Europe.

assistant: **Concept**

AI4Gov is a joint effort of policy makers, public institutions / organizations, legal, Social Science and Humanities and Big Data/AI experts to unveil the potentials of Artificial Intelligence (AI) and Big Data technologies for developing evidence-based innovations, policies, and policy recommendations to harness the public sphere, political power, and economic power for democratic purposes. The project will also uphold fundamental rights and values standards of individuals when using AI and Big Data technologies. Hence, the project aims to contribute to the promising research landscape that seeks to address ethical, trust, discrimination, and bias issues by providing an in-depth analysis and solutions addressing the challenges that various stakeholders in modern democracies are faced with when attempts are made to mitigate the negative implications of Big Data and AI. In this direction, the project will introduce solutions and frameworks towards a two-fold sense, to facilitate policymakers on the development of automated, educated and evidence-based decisions and to increase the trust of citizens in the democratic processes and institutions. Moreover, the project will leverage the capabilities of state-of-the-art tools for providing un-bias, discrimination-free, fair, and trusted AI. These tools will be validated in terms of their ability to provide technical and/or organisational measures, causal models for bias and discrimination, and standardized methodologies for achieving fairness in AI.


**Keywords:** AI Regulation, AI Act, Democratic AI, Explainable AI, Machine Learning, AI Fairness, Bias Mitigation, Trusted AI, Responsible AI, Ethical AI
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 'The Identification of the Reactive Pore Space in Soils' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Ensuring the quality of our soils is essential for a sustainable world. Testing the soil quality traditionally occurs by soil sampling, sieving and extraction, thereby disturbing the soil’s hierarchical pore size structure. Soil sieving and extraction disrupts the macro-aggregates and overestimates the accessible reactive surfaces of soil. Plant roots are exposed to only a fraction of these soil reactive surfaces, hence traditional soil tests for bioavailability underscore the physical non-equilibrium of nutrients and contaminants in soil. EXPOSOIL aims to identify the reactive pore space to which roots are exposed in undisturbed soil. The research objectives are to quantify the effects of soil structure and mobile colloids on bioavailability of nutrients and contaminants and to develop methods to understand and diagnose these effects. We speculate that these effects create local heterogeneities that are most important in soils with stronger aggregate structure, for contaminants or nutrients that are relatively immobile and less aged in soil and for elements strongly associated to mobile colloids. Experimental studies will be set up to test these hypotheses in soils with surface amended trace metal contaminants, fertilisers or lime, using isotopes to trace local provenances and using novel visualisation tools. Novel reactive membranes acting as zero sinks for solutes and colloids will be developed to mimic plant roots and to make 2D images of the locally available elements. That development is of high risk but high gain because no other method has yet assayed diffusive fluxes of solutes, let alone of colloids, in unsaturated and undisturbed soils. The new method will disclose the enigmatic roles of soil physical factors and colloids on bioavailability. This knowledge wi
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 'Synapses between Leukaemia and its Neighbouring Cells'.

assistant: **Concept**

Our understanding of the different layers of organization in tissues remains limited. Stem cell niches offer a tightly controlled environment and a unique opportunity to look into this question. Reductionist approaches have been proven highly efficient dissecting the complexity of stem cell niches in a unidirectional fashion. However, this approach fails to recognize the tri-dimensional complexity of tissue organization. Hence we propose a systems biology approach based on low input and single cell RNA sequencing of bone marrow niche populations in order to establish not only the molecular landscape of cells that comprise the stem cell niche in homeostasis and disease but also the lineage relationships that may exist between cells in the stroma. Using the mouse bone marrow niche during neoplastic transformation to acute myeloid leukemia (AML), we will first unravel the cellular and molecular interactions that constitute the tumor microenvironment during disease development and progression using multi parametric flow cytometry and RNA-sequencing. Information gathered from these experiments will also provide a list of molecular candidates for therapeutic intervention in AML. We will validate those candidate cell populations and genetic pathways by means of gain and loss-of-function assays in vitro and in vivo using murine models and primary human AML samples. Completion of our interdisciplinary project will provide, for the first time a complete transcriptional and cellular map of a tissue, revealing the heterotypic interactions that define the real nature of a tissue. Perhaps then we could start to appreciate the elegant complexity of the ecosystem that the stem cell and its niche share. I hope SyLeNCe will facilitate the description of novel vulnerabilities that could b
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 Europe proposal on 'Showcasing Advanced Hydrogen Valley in Western France'.

assistant: **Innovation**

AdvancedH2Valley aims to accelerate the deployment of renewable hydrogen in the Loire Valley in France by 2025 and prepare the future large-scale hydrogen economy in the European Atlantic Coastline. The project is built on successful first achievements of H2Ouest and VHyGO (Vallée Hydrogène Grand Ouest), two hydrogen ecosystems initiated in 2019.AdvancedH2Valley is taking a big step forward in accelerating renewable hydrogen deployment in Western France as it will initiate:-11.5MW of new production capacities along with innovation to optimize operation process representing >1600t 100% certified renewable H2/year by 2028, in line with the Delegated Act of the EU’s Renewable Energy Directive;-2 new HRS with distribution capacity of up to 1,3t/day on RTE-T network;-1st hydrogen trucks fleet deployment in France, as well as innovating off-road port logistics vehicles and river ferry;-1st renewable hydrogen supply chain adapted to industrial customers specific requirements, in order to quickly decarbonize even the “small” industrial hydrogen consumptions;-Innovations to enhance valley operation (multi-sites coordination, optimised truck filling).AdvancedH2Valley ambitions to be both a lighthouse and an innovation lab for hydrogen valleys.The consortium will strengthen collaborations and synergies between neighboring regions and especially pioneering peripherical maritime regions of the Atlantic Arc. The partners will actively share to them the knowledge generated on the project to foster the scalability and replicability of the AdvancedH2Valley model, and to pave the way for the future large-scale hydrogen economy in Europe.The main expected impacts of the project are the direct decarbonization of transport and industrial activities using renewable hydrogen: 14,6t of CO2 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: Compose the 'State of the Art and Innovation' section for a Fourth Framework proposal on 'Neural substrate of visually induced 40 hz synchronized activity - a joint study in humans and in the awake monkey'.

assistant: **Innovation**

Research objectives and content Information about a single visual object is spread over many cortical areas: it must be integrated into a coherent perception. This feature binding problem could be solved if the neurons responding to the same object synchronized their discharges in the gamma-band (30-70 Hz). Stimulus-specific gamma-band activity was observed in cats and monkeys areas V1, V2 and MT. Still, if oscillatory synchronization reflects the existence of a distributed cell assembly coding for an object, a larger number of areas should get synchronized. Human EEG data suggest it is so, but do not allow to precise which areas are involved. We aim at understanding better how synchronized oscillatory activity is set up within the ventral stream of the visual brain. We wish to determine what is the spatial extent of gamma-band activity and how synchrony between sites is varying with time. We shall first define and test in humans an experimental protocol where a strong and reproducible gamma-band response can be recorded, and use the same paradigm in the awake monkey. Multi-channels recordings from the cortical surface of the ventral stream should enable us to precise, without any a priori, which areas are involved in oscillatory synchronization. We shall then refine the recording levels to study the spatial and dynamic properties of oscillatory synchronization within and between these areas. Training content (objective, benefit and expected impact) The Center for Cognitive Sciences in Bremen combines two rare advantages: 1- it is one of the few places that offers multi-channels recording facilities both in humans and awake monkeys. I shall acquire the technique of electrophysiological recordings in behaving monkeys, supervised in this work by Dr. A. Kreiter who has a s