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 'Uncertainties in Ensembles of Regional Reanalyses' (UERRA).

assistant: **Innovation**

An ensemble system of regional reanalyses will be developed and run for the climatological time scale. Theinformation content of the datasets and their uncertainties will be assessed in several ways and statisticsanalysed.The project will provide long-term datasets of Essential Climate Variables (ECVs) on the European regionalscale in order to support adaptation action and policy development. The datasets will contribute to Climateservices for Copernicus, climate monitoring and research.Regional reanalyses will be made in Ensemble mode and there will also be individual reanalyses with differentmodels and methods. Observational data rescue (digitizing data in archives not currently available for use) willcontinue from EURO4M and enhanced gridded datasets will be developed and used for validation. Theensembles together with gridded datasets will form the basis for estimation of uncertainties of the constituentmembers. Large datasets will be built up and open and user-friendly access methods will be established togetherwith the work in other topics of the SPACE call.This project builds on the experiences and developments in EURO4M but now the reanalyses will coverclimate analysis time scales (30 to 50 years) and pioneer ensemble techniques for regional scale and highresolutionreanalysis. It will build on and extend the global reanalyses (topic -01 ERA-20C, ERA-CLIM2 and ERA-Interim).Further downscaled high-resolution reanalyses will also be performed where more near surface ECVobservations can be utilized. Indicator information (including uncertainties) will be applied to the reanalyses andthere will be extensive validation against remote sensing and hydrological data. They will add to the validationeffort, respond to user requirements, and demonstrate how the reanalysis 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 'Social Signal Processing Network' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The ability to understand and manage social signals of a person we are communicating with is the core of social intelligence. Social intelligence is a facet of human intelligence that has been argued to be indispensable and perhaps the most important for success in life.<br/>Although each one of us understands the importance of social signals in everyday life situations, and in spite of recent advances in machine analysis and synthesis of relevant behavioural cues like blinks, smiles, crossed arms, laughter, etc., the research efforts in machine analysis and synthesis of human social signals like empathy, politeness, and (dis)agreement, are few and tentative. The main reasons for this are the absence of a research agenda and the lack of suitable resources for experimentation.<br/>The mission of the SSPNet is to create a sufficient momentum by integrating an existing large amount of knowledge and available resources in Social Signal Processing (SSP) research domains including cognitive modelling, machine understanding, and synthesizing social behaviour, and so: (i) enable creation of the European and world research agenda in SSP, (ii) provide efficient and effective access to SSP-relevant tools and data repositories to the research community within and beyond the SSPNet, and<br/>(iii) further develop complementary and multidisciplinary expertise necessary for pushing forward the cutting edge of the research in SSP. The collective SSPNet research effort will be directed towards integration of existing SSP theories and technologies, and towards identification and exploration of potentials and limitations in SSP. A particular scientific challenge that binds the partners is the synergetic combination of human-human interaction models and tools for human behaviour sensing and
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 'TRansport Innovation for vulnerable-to-exclusion People needs Satisfaction' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Eighty million European citizens face long-term physical, mental, intellectual or sensory impairment. The goal of TRIPS is to design, describe and demonstrate practical steps to empower people with disabilities to play a central role in the design of inclusive digital mobility solutions. The consortium brings together pan-European networks of users (ENIL), transport organisations (UITP), assistive technology experts (AAATE) and municipalities to engage in open innovation on mobility. Supported by design methodology experts (TUE), systems integration experts (TB) and privacy experts (TRI) TRIPS will deliver and deploy a Co-design-for-All methodology (WP5) in 7 pilot cities - Lisbon, Zagreb, Bologna, Cagliari, Brussels, Sofia, Stockholm (WP6). TRIPS will conduct research on needs and attitudes towards future mobility solutions (WP2); review the state-of-the-art on accessibility, mobility and related digital and assistive technologies and policies (WP3) and devise an index to measure mobility. We will bring together users and transport experts to discuss institutional barriers to adoption, agree innovation priorities and policy changes (WP4) and co-develop an innovation roadmap and research priorities (WP7). The consortium utilises its international reach to validate outcomes with a wider range of vulnerable-to-exclusion users to ensure that outcomes are relevant to the wider population and transport ecosystem. To achieve this, we reach out to senior citizens and migrant organisations, transport operators, municipalities, assistive technology providers as well as academics and students in design, transport management, and public administration. In doing so, we will address the expected impacts of the call to help (a) regional authorities and businesses in designing digital
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 'Inventory Driven Speech Enhancement for Binaural Hearing Instruments' (INVENTHI) under Seventh Framework.

assistant: **Objectives**

The goal of the proposed work is the development of a new and improved method for the binaural de-noising and de-reverberation of speech signals in hearing instruments. The proposed new method was pioneered by the research team of Prof. Robert Nickel in the context of (non-reverberant) monaural speech enhancement. The approach is fundamentally different from most conventional and state-of-the-art de-noising and de-reverberation schemes. Instead of filtering a distorted signal, a new ""clean"" signal is re-synthesized based on its likely characteristics. These characteristics are estimated from the distorted signal. Recently, X. Xiao and R. M. Nickel (applicant) presented a first successful monaural (single-channel) implementation of the proposed method for mobile communication systems (published in 2008 and 2009). In addition, the new approach also offers tremendous potential to improve existing de-noising and de-reverberation schemes in hearing instruments. To cope with the specific requirements of hearing instruments, however, the general approach must be substantially modified and extended. The proposed host organization, the Ruhr-Universität Bochum (RUB) in Germany, and its Institute of Communication Acoustics under the direction of Prof. Dr.-Ing. Rainer Martin has highly developed expertise in research and development of signal processing strategies for hearing instruments. An International Incoming Fellowship (IIF) of the Marie Curie Action would enable Prof. Nickel to join the group of Prof. Martin in Bochum, Germany, to collaboratively research and develop the proposed new procedure.""
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 'Ferroelectric Leaky Integration for Computational Efficiency' (FELICE) targeting Horizon Europe.

assistant: **Abstract**

The rapid growth of AI demands efficient hardware solutions that enable real-time learning and decision-making in power-constrained edge applications, such as autonomous systems, medical diagnostics, and industrial monitoring. However, current AI hardware faces fundamental trade-offs between power consumption, processing efficiency, and accuracy, limiting its deployment at the edge. Traditional computing architectures separate memory and processing, leading to high energy costs associated with data movement, while existing neuromorphic and analog AI solutions often lack efficient on-chip learning capabilities. FELICE introduces a breakthrough approach to edge AI hardware by co-designing a novel computing architecture that integrates processing and memory within a single compact system. By leveraging ferroelectric leaky integrate-and-fire (FeLIF) neurons and FeFET-based non-volatile memory (NVM), FELICE enables efficient temporal information processing and real-time learning at significantly lower power and area requirements compared to conventional designs. This eliminates the need for external training, allowing AI models to adapt dynamically to changing conditions, a key advantage for edge applications operating in unpredictable environments. A core innovation of FELICE is its  training methodology, which optimizes learning at different time scales, overcoming key limitations in temporal AI processing. Furthermore, the 28 nm technological node enhances energy efficiency, making FELICE a scalable and commercially viable solution. By integrating hardware and software co-optimization, FELICE extends the capabilities of current CMOS technology to enable energy-efficient AI deployment at the edge, offering a transformative step towards compact, adaptive, and real-time AI s
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 'DYNAMICS OF THE ORGANIC MATTER AND THE MICROBIAL COMMUNITY RELATED TO ITS CYCLING IN ARID AREAS. INVOLVEMENT OF AMENDMENTS BASED ON ORGANIC WASTES' under Seventh Framework.

assistant: **Concept**

Microorganisms are responsible for organic carbon mineralization and sequestration in soil, and these processes play a key role in ecosystem sustainability. However, despite the fact that several studies have shown how organic amendments can be used to recover desertified soils, the information regarding the microbial key players and carbon sequestration processes is limited for these areas. The general objective of this proposal is to study the dynamics of organic matter and the function of the microbial community associated with its turnover in desert areas. This proposal includes interdisciplinary aspects that will enrich the knowledge of the fellow and host institution with novel results. We will combine cut-off technologies based on chemical (C analysis), microbiological (microbial activity and biomass), biochemical (enzyme activity and catabolic potential), proteomic (native and non-native based proteomics from organic wastes and soils) and molecular methods (clone libraries, DGGE) to open the “black box” of the soil microbial community related to C transformation in arid and semiarid soils. Several activities are organized: i) Selection of soils with different levels of degradation, ii) evaluation of the addition of new organic materials (sludges, composts, charcoals) in soil microbiological quality; ii) identification of the main physical and chemical carbon sinks; iv) changes in the microbial community structure of soil organic amendment; v) transformations of organic molecules by the microbial community (mineralization of isotopic compounds); and vi) identification of enzymatic processes related to generation of stable organic matter. The experience of the candidate and the host institution (CEBAS-CSIC) is sufficient for the development of these activities.
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 Sixth Framework proposal on 'Dendrimers and supramolecular interactions for the design of multivalent objects'.

assistant: **Concept**

The project of the post doctoral stay of the candidate in the Laboratory of Macromolecular and Organic Chemistry is depicted in this proposal. The host group, headed by Prof. E. W. Meijer, plays a world leading role in the fields of supramolecular chemistry and dendrimers. Because of their well defined structure and multivalent character, dendrimers are promising nanoscopic structures for biomedical applications, including imaging and drug delivery.The research interest of the candidate as a predoctoral re searcher has been the design and characterisation of new liquid crystalline materials based on dendrimers. With this project the candidate aims at getting experience in the study of dendritic systems in solution, specially in aqueous media envisaging biomedical applications. The techniques needed for these studies and the training required are available at the host organisation which also has as its first priority the training of young researchers.The candidates scientific background fits perfectly the pro file of a postdoctoral fellow in the host research group. The experience gained by the candidate with this project is also of interest for the recently founded Institute of Nanoscience at his home university. Furthermore this postdoctoral stay is also aimed to be the starting point of future collaborative research work between the host group and the home university of the candidate. We would like to focus our investigation in the preparation and characterization of guest-host systems stable in water based on dendrimers.We are interested in the analysis of the complexation between guest and host by mass spectrometry, nuclear magnetic resonance spectroscopy, light scattering and cryogenic transmission electron microscopy. The host group have experience in training at
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 'The structure and orientational order of the molecules in liquid crystalline phases' in the context of a Fourth Framework call.

assistant: **Objectives**

Research objectives and content The pricipal objective is to extend to fluorocarbons the method for determining the structure, conformation and orientational order of molecules in liquid crystalline phases which is based on obtaining dipolar couplings from NMR spectra. This will require developing methods for analysing the very complex spectra produced by fully fluorinated molecules. These spectra cannot be simplified by the standard method used for hydrocarbons which consists of partial deuteriation followed by deuterium decoupling. Fluorine does not have a stable isotope, and so the only method to simpplify spectra is to use multiple quantum spectroscopy. This technique has not been applied before the fluorcarbons. The method will be tested on simple model compounds and will then be applied to determining the structure and conformation of perfluoro-n-butane. Training content (objective, benefit and expected impact) The objective is to learn the whole process of how structure, conformation and orientational order of molecules in liquid crystalline phases are determined by NMR spectroscopy. This will involve learning how to do two-dimensional NMR experiments have a wide range of application in many areas of Chemistry and Physics, and so too do the basic ideas used in the analysis of the data. The experience gained in Southampton will enable me to understand how to apply these techniques to other problems in the future. I will also attend postgraduate lecture courses given by members of the Southampton Liquid Crystals Institute. These cover all aspects of liquid crystals science, and this will enable me to broaden my knowledge of liquid crystals. Links with industry / industrial relevance The Southampton Liquid Crystal Institute has many active links with Industry. My ow
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 'Public information and participation in the context of directive 90/220/ec' (1998-2002) targeting Fifth Framework.

assistant: **Abstract**

Preparation of an overview of the (legal) possibilities for public information and participation within the framework of national regulations on deliberate release into the environment of GMO in European countries, and to make an overview of the views of non-governmental organisations (NGOs) on these possibilities. Organisation of a two-day workshop for approximately 40 participants to have an exchange of views on the ways in which public information and participation disorganised by Competent Authorities (CAB) and is utilised by NGOs and by the public in Western, Central and Eastern European countries.
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 'Exploring National and Global Actions to reduce Greenhouse gas Emissions' (ENGAGE), addressing dissemination and exploitation.

assistant: **Impact**

As the world faces the risks of dangerous climate change, policy-makers, industry and civil society leaders are counting on Integrated Assessment Models (IAMs) to inform and guide strategies to deliver on the objectives of the Paris Agreement (PA). ENGAGE rises to this challenge by engaging these stakeholders in co-producing a new generation of global and national decarbonisation pathways. These new pathways will supplement natural science, engineering and economics, traditionally represented in IAMs, with cutting-edge insights from social science in order to reflect multidimensional feasibility of decarbonisation and identify opportunities to strengthen climate policies. The pathways will be designed to minimise overshoot of the temperature target and analyse the timing of net-zero emissions to meet the Paris temperature target and reduce the reliance on controversial negative emissions technologies. In addition, they will link national mitigation strategies of major emitters with the PA’s objectives, integrate potential game-changing innovations, and advance conceptually novel approaches to architectures of international climate agreements. ENGAGE will also quantify avoided impacts of climate change, co-benefits and trade-offs of climate policy, and identify the biggest sectoral opportunities for climate change mitigation. In ENGAGE, we will set new standards of transparency for global and national IAMs. The new pathways will be developed in an iterative global and national stakeholder process and a consortium of leading global and national IAMs and social scientists. This co-production process ensures that the pathways are credible, legitimate, and rooted in concrete policy and industry experience, making them relevant to inform the 2023 global stocktake and feed int
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 'Interdisciplinary international training on ICT for developing societal impact'.

assistant: **Innovation**

Hiperdigitization of almost all the spheres of our everyday lives is a fact. Technologies are in constant transformation, and their effectson society require a continuous study that poses enormous challenges. Technologists need to develop products that can reach andimpact the society, and be able to measure this impact and design the interventions accordingly. Similarly, non-technologicalresearch will need to be aware of the scope of recent technological developments. Only professionals with a perspective that goesbeyond the traditional disciplines can analyze, comprehend and assess the impact of ICT (Information and CommunicationTechnology) in our social, economic, political and cultural environment.The IN2TIC is an innovative 65-month doctoral training programme where interdisciplinarity, instead of being just one of thecomponents of research, is the foundation upon which training is designed and research is built. We propose to attract 24 full-timeDoctoral Candidates (DC) that will enjoy a 36-month training period to become excellent researchers able to solve complexinterdisciplinary problems connected to the effects of the ICT in almost every critical human activity. IN2TIC is based on excellentsupervision, emphasis on transferable skills, exposure to non-academic sectors, and an international environment, with apersonalized design of the stays, secondments or collaborations that better increase the impact of the research and the visibility ofthe DC. Special effort is put into mentoring and providing a strong and individualized career plan development.The Open University of Catalonia (UOC) is one of the rare institutions where the borders between disciplines are intentionally fuzzy,fertilizing the ground for international, intersectoral and interdisciplinary collabo