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 'Development of in vitro and in vivo strategies to avoid and cure male infertility' (GROWSPERM).

assistant: **Innovation**

In many European countries at least 20% of young men exhibit sperm parameters below the lower WHO reference level and this will affect their fertility. Male infertility has a dramatic impact on the individual and couple’s psychological and social well-being and results in significant healthcare costs. Currently male patients that do not produce sperm have no therapeutic options to father children.Different therapeutic interventions for male infertility have to be developed depending on the severity of germ cell deficits in individual patients. In cases where undifferentiated germ cells are present in the testis, strategies based on sperm development from spermatogonial stem cells (SSCs) in vitro or in vivo need to be established. However, if no germ cells are present in the testis, somatic cells of such patients will be the only option from which to develop their own sperm. Development of these potential therapies requires detailed understanding of the entire process of sperm production from stem cells through to functional sperm. This information is still incomplete and fragmented.The current proposal seeks to train young scientists in a network that joins together the complementary knowledge and expertise of several public and private EU partners from disciplines of physiology, cell biology, molecular biology, chemistry and medicine in the field of male reproduction to investigate three strategies for sperm development: (1) propagation of human SSCs in vitro followed by their transplantation, (2) sperm development in vitro from stem cells or early germ cells, (3) sperm development in human testis tissue grafts in vivo.By coaching young scientists in this inter-sectorial and multidisciplinary network, we will train the next generation of researchers within the EU who 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: Describe how 'Simulation, Optimization and Control of High-AltitudeWind Power Generators' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

A new class of large scale wind power generators shall be investigated viamathematical modelling, computer simulation and multidisciplinary optimization methods. The underlyingtechnical idea is to use fast flying tethered airfoils that fly in altitudes of several hundredmeters above the ground. They will perform specially controlled loops accompanied by line lengthand line tension variations, that are used to drive a generator on the ground.Being a high risk / high gain technology, the applicant believes that the main focus in the first developmentyears should not be on building large and expensive experimental setups (as some courageousexperimentalists currently do in Europe and the US), but on mathematical modelling, computersimulation and optimization studies, accompanied by only small scale experiments for modeland control system validation. This will help finding optimal system designs before expensive andpotentially dangerous large scale systems are built. The research requires an interdisciplinary collaborationof scientists from mathematical, mechanical, aerospace, and control engineering, as wellas from the computational sciences.  At the end of the project, a small scale, automatically flying prototype shall be realized, accompaniedby validated and scalable mathematical models and a toolbox of efficient computational methodsfor simulation and multidisciplinary optimization of high altitude wind power systems. If successful,the project will help to establish this new type of wind power generator that might provide electricitymore cheaply than fossil fuels and is deployable at considerably more sites than conventional windmills.
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 'Molecules of Biological Interest in the Gas Phase' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The proposed series on Molecules of Biological Interest in the Gas Phase" combines the interests of three groups belonging to different scientific disciplines: molecular physicists, quantum chemists and biochemists involved in modelling of biomolecular structures and mechanisms. As far as we know, these conferences would be the first events ever gathering these three different communities, which have their own specialised meetings, and thus do not have the opportunity to know each others. They will be a forum for the confrontation and exchange of viewponts on common fundamental problems and applications, which they address independently with different customs and scientific languages. The present proposal is prompted by the emergence of a scientific research field, which promises new developments in the investigation of biological molecules such as nucleotides, peptides and drugs. Although far from "in vivo" conditions, gas-phase studies provide deeper insights into biomolecules and their interactions.By means of sophisticated experimental techniques coupled to high-level quantum chemistry domputations, they bring acute information isolated elementary systems, which are entangled by environmental effects in the condensed phase. Beside fundamental aspects, the combination of these advanced methods have a large potential for practical applications such as analytical purpose in biochemistry or laser-tissue interactions for diagnosis or treatment of cancer. The main goal of the first event "Experimental Tools and Quantum Chemistry EuroConference" is to explore which experimental and theoretical problems can be best addressed in the gas phase and what are their relevance to biochemistry and medicine. It will be devoted to advertise for this new field of science and to seed t
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 'Artificial Intelligence for improved PROduction efFICIEncy, quality and maiNTenance' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The AI-PROFICIENT project will pave the way for integration of advanced AI technologies to manufacturing domain through an evolution from hierarchical and reactive decision making to self-learning and proactive control strategies. The proposed approach is underpinned by predictive and prescriptive AI analytics at both component and system level, by cross-fertilizing edge and platform AI, while leveraging the human knowledge and feedback for reinforcement learning (human-in-the-loop). AI-PROFICIENT aspires to bring advanced AI technologies to manufacturing and process industry, while improving the production planning and execution, and facilitating the collaboration between humans and machines. Taking the full advantage of AI capabilities and human knowledge, AI-PROFICIENT will develop proactive control strategies to improve the manufacturing process over three main vectors: production efficiency, quality and maintenance. AI-PROFICIENT will increase the positive impact of AI technology on the manufacturing process as a whole, while keeping the human in central position, assuming supervisory (human-on-the-loop) and executive (human-in-command) roles. AI-PROFICIENT intends to identify the effective means for human-machine interaction, while respecting the safety and security requirements and following the ethical principles, in order to enable: event identification and prediction, operation scenarios simulation, transparent decision and optimal control, and personalized shop-floor assistance. Such an approach will ensure that the ambitious, but realistic project targets, namely to improve production planning and execution, as well as to facilitate the human-machine collaboration, are achievable for the European manufacturing and process industry. The implementation of this
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 'Building Integrated Thermoelectric System (BITES): An environmentally friendly approach for self-heating and cooling in buildings', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Advancements in technologies for progressing decarbonization through clean energy production have recently captured global attention. Capturing thermal energy from the environment and converting it into electricity will support a low carbon dioxide economy. To ensure the sustainable development of reliable and affordable energy across the world, new trends and advancements are necessary for clean energy production and storage systems. High energy consumption by buildings makes a large contribution to the worldwide energy crises. This proposed project mainly aims to make use of thermoelectric technology to reduce energy consumption in buildings by exploring various possibilities of thermoelectric device designs, modelling studies and hybrid PV-TE systems for development of smart building, and address concerns regarding current systems. The plan is to make use of thermoelectric technologies in the building structure for air conditioning, heating and ventilation systems and supports green and sustainable energy policies across the world. It is difficult to achieve all targets (such as excellent performance, good stability, environmental safety and economic feasibility) during the building-integrated thermoelectric study in a well-defined period. However, any fruitful outcome can be helpful to the living world and climate.


**Keywords:** Thermoelectrics, building structure, heating, cooling and ventilation, Solar thermoelectric technologies, module designs, modelling studies
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 'Personalised news content programming' (PENG).

assistant: **Concept**

The PENG project aims at defining a flexible, personalised and context-aware system for the gathering, filtering, retrieval and presentation of multimedia news for news professionals (e.g. journalists and editors), with a view of making the system also available later for general users. In this context, with the term news we refer to any kind of news, including information regarding leisure and entertainment.The system is conceived as a personal assistant, supporting journalists in all stages of the news lifecycle. Information (text, images, and videos) is gathered from different sources (including the Web) using a combination of push and pull technologies and presented to the user in a personalised way. In the push phase a filtering approach will be developed, by means of which a first selection of news from newswires and local and online archives will be accomplished. This filtering will be based both on a dynamic user profile and on the personal user's trust in the information sources.This last aspect will be managed by means of trust scores which are dynamically modified based on user feedback. In the pull phase a user query and the user profile will be used to retrieve further and more specific information from the same source used in the pull phase, but also from additional sources automatically selected in relation to the content of the query and the user profile. This will be done by means of a distributed information retrieval approach, where the query can be automatically generated from user feedback on the information presented by the pull phase.Therefore, by using the PENG system, both information professionals, such as journalists or editors, and general users of news services can programme the content of the required service by adaptively tuning the contri
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 'Autoscreen for cell based high-throughput and high-content gene function analysis and drug discovery screens' (AUTOSCREEN), addressing dissemination and exploitation.

assistant: **Impact**

The overall objective of this proposal is the establishment of an innovative, automated screening instrument for high-throughput and high-tent screens. AUTOSCREEN will allow standardized, robust, automated, ultrasensitive, high-resolution analysis of RNAs, proteins and other cellular components at cellular and subcellular resolution. The generic technology for toponome analysis will be widely applicable in biomedical research and commercially relevant. Such an instrument is urgently needed by the genome research community as to the availability of complete genome sequences for biomedical research and the upcoming numerous opportunities for high-throughput and high-tent assays at a genome-wide scale. Detailed knowledge of the tissues and cells that express particular genes is mandatory. While microarrays provide general information on gene expression patterns, both their resolution and accuracy are inherently limited to the level at which tissues can be dissected. Therefore innovative instruments must allow in situ localisation of genes and proteins at high speed and with high spatial and temporal resolution at high-throughput. The partner SME companies will establish such a widely applicable robot-automated screening tool, but for being successful, they need tinuous feedback from and interaction with academic research groups. The main goal of the proposed effort is to develop an innovative screening platform suitable for high-throughput and high-tent cell-based assays and to demonstrate its suitability for high-resolution in situ techniques. This instrument, named AUTOSCREEN, will not only provide the basis for intelligent and efficient high-tent screens, it is also designed for low cost genetic, medical, chemical and pharmaceutical screens.
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 'Enhancing the Responsible and Sustainable Expansion of the Science Shops Ecosystem in Europe'.

assistant: **Concept**

Success of science shops is down to finding a topic that is of particular interest to a particular group of people because they need to engage throughout the science shops research process, participate in the brokering and challenge identification and take responsibility for the outcome of the process. SciShops aims at expanding and further building on the capacity of the science shops ecosystem in Europe and beyond. During the SciShops project timeframe, at least ten new university- and non-university-based science shops are being established in Europe by project partners. The non-university ones are affiliated to different types of organizations, such as SMEs, LEs, NGOs/NPOs and research institutes. The project partners have extensive networks of science shops which are included in the SciShops Expert and Advisory Board and thus they can uptake first the solutions developed within the project: the SciShops Knowledge Exchange Roadmap, the SciShops Strategy for Community-Based Participatory Research and Science Shops Further Development, SciShops Guide for Establishment and Running of a Science Shop or the SciShops Web platform with its novel twining, matchmaking and awareness features. Through the use of the platform, organizations willing to establish a science shop are able to find a research organization which can support them with research services or they can be twinned with an experienced similar science shop which will help with the establishment and development of the new one. The SciShops consortium has as a top priority to prove the benefits of starting a science shop for every type of organization, but also the advantages the civil society gains from collaborating with science shops in community-based participatory research. The participatory knowledge trans
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 'Discrete Mathematics: methods, challenges and applications' (DMMCA).

assistant: **Innovation**

Discrete Mathematics is a fundamental mathematical discipline as well as an essential component of many mathematical areas, and its study has experienced an impressive growth in recent years. Some of the main reasons for this growth are the broad applications of tools and techniques from extremal and probabilistic combinatorics in the rapid development of theoretical Computer Science, in the spectacular recent results in Additive Number Theory and in the study of basic questions in Information Theory. While in the past many of the basic combinatorial results were obtained mainly by ingenuity and detailed reasoning, the modern theory has grown out of this early stage, and often relies on deep, well developed tools, like the probabilistic method, algebraic, topological and geometric techniques. The work of the principal investigator, partly jointly with several collaborators and students, and partly in individual efforts, has played a significant role in the introduction of powerful algebraic, probabilistic, spectral and geometric techniques that influenced the development of modern combinatorics. In the present project he aims to try and further develop such tools, trying to tackle some basic open problems in Combinatorics, as well as significant questions in Additive Combinatorics, Information Theory, and theoretical Computer Science. Progress on the problems mentioned in this proposal, and the study of related ones, is expected to provide new insights on these problems and to lead to the development of novel fruitful techniques that are likely to be useful in Discrete Mathematics as well as in related areas.
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 'Evaluation of fruit quality and disease resistance in sea buckthorn germplasm, based on molecular markers and metabolomics""' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Sea buckthorn (Hippophae L.) is a woody, dioecious plant that can be grown in areas characterized by severe drought, high salinity and poor soil conditions. It has recently received considerable attention in Europe and China as a new berry crop with a very high nutritional value and unique medicinal properties, as well as a means of combating soil erosion. Methods must, however, be developed that enable fast and efficient identification of genotypes carrying genes for desirable plant architecture and fruit quality as well as resistance to the very detrimental dried-shrink disease (DSD) in order to achieve a sustainable commercial production of this crop. The objectives of this proposal are to investigate fruit quality parameters and DSD-resistance in already collected germplasm presently conserved in China and in Sweden, respectively, and then develop molecular techniques that will allow fast and accurate development of elite cultivars destined both for direct usage and as a parental material in plant breeding programs.Fruit quality traits and disease resistance will be screened in European and Chinese plant materials. SCAR and SSR markers associated with these traits will be identified using the germplasm-regression-combined marker-trait association analysis. Relationships between genotypic and environmental effects on desirable traits will be investigated using metabolomic techniques based on GC/LC-MS and 1H-NMR. Carefully selected genetic resource collections (gene banks) will be established both at Balsgard in Sweden and at Fuxin in China. A germplasm evaluation system, based on markers associated with desirable traits and results from the metabolomics analysis, will be constructed that provides fast and efficient identification and selection of elite genotypes with