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

user: Write clear, measurable objectives and define the scope for the project 'Interplay of CMV with cellular pathways, states and cell types' (CMVinterplay) under Horizon Europe.

assistant: **Objectives**

The herpesvirus human cytomegalovirus (HCMV), the largest known human virus, is a ubiquitous pathogen that infects the majority of the world's population. Although subclinical in most healthy individuals, HCMV can lead to a severe congenital disease, as well as morbidity and mortality in immunocompromised adults. Despite the high prevalence and pathogenicity of HCMV, numerous fundamental questions about this pathogen remain open. We still do not know what many of its viral proteins do and how they modulate cellular processes, we do not understand the determinants that govern dependencies and vulnerabilities of infection in different cell types, and we are missing tools that facilitate molecular dissection of HCMV in relevant infection models.In this proposal, we plan to develop and apply unique tool sets to uncover the host pathways and factors that orchestrate HCMV life cycle in different cell types and in higher complexity infection models. We propose to combine state-of-the-art high-throughput tools with mechanistic studies to comprehensively characterize how HCMV proteins perturb central host cellular processes (aim 1), identify HCMV common and cell-specific host dependencies and vulnerabilities in different cell types (aim 2) and develop an advanced platform for probing CMV dependencies in organoid and organism infection models (aim 3). The knowledge generated from these objectives will provide a comprehensive depiction of the interplay of HCMV with its host and could help expand our therapeutic options. More broadly, with its comprehensive and complementary approaches, our work will provide a paradigm for understanding complex host-pathogen interactions.


**Keywords:** cytomegalovirus, viral-host interaction, genetic screen, system virology, herpesvirus
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 'Integrated geodynamics: Reconciling geophysics and geochemistry' (IGEO) under Seventh Framework.

assistant: **Objectives**

How are deep mantle processes related to the mapped geological record? How can we reconcile geochemical observations with geophysical inferences? These are first order unanswered questions despite our steady progress in imaging the Earth's internal structure and understanding the high temperature and pressure properties of minerals. To make a breakthrough, we have to understand solid-state convection in the Earth's mantle in much greater detail. Much is known about the physical processes, such as melting and the delicate interaction between thermal and chemical buoyancy, but the parameters that enter their mathematical description are not very well known. Once these parameters are determined, the thermo-chemical evolution of our planet can self-consistently be modelled. The state-of-the-art is to roughly estimate these parameters and qualitatively compare the modelling to some relevant geophysical, geochemical or geological observations. This comparison is not comprehensive and never explains all observables. We propose a radically new approach, where all observables are used together to infer these parameters directly, using a fully non-linear Bayesian inference technique based on neural networks. This will determine for the first time the initial conditions at the Earth's formation, the Earth-like flow parameters essential to model the thermo-chemical evolution of our planet and produce models that are simultaneously consistent with the main different geophysical and geochemical datasets.
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 'Innovative separaction method non-Ferrous metal waste from electric and electronic equipment WEEE based on multi and hyper spectral Identification' (SORMEN) under Sixth Framework.

assistant: **Objectives**

SORMEN is a pre competitive research project scheduled in two years. The main objective is to develop a new technology for the separation of non ferrous metal Waste from Electric and Electronic Equipment WEEE based on multi and hyper spectral identification. The project is divided in seven workpackages including project management and exploitation Amp dissemination activities. This new technology will overcome the shortcomings posed by current methods, which are unable to separate valuable materials very similar in colour size or shape. The project will provide a reliable technology to automate scrap processing in the recycling sector for non-ferrous metals from WEEE, which is nowadays essentially manual labour intensive and time consuming.The main innovations are as follows:1) A multi and hyper spectral identification device for recycling applications2) A new separation method will be developed for distinguishing individual non- ferrous metals from a scrap of many different materials3) An automatic machine with low maintenance for fractions between 10 50mm4) A machine able of processing around 3 tonnes hour at a market target price of around 90 000The development of this new method will increase the value of recycled materials sold in the market and reduce recycling cost thus improving overall SME economic profit Additionally it will contribute to reduce external costs namely costs derived from destruction and land filling and complying with European directives.The Consortium of this project consists of five SMEs and two RTD performers, three WEEE recycling companies, INDUMETAL Spain, PGP Poland, and one manufacturer of recycling equipment, HEVAC Spain, one imaging system vendor, SPECIM Finland, one association of recyclers, ACLIMA Spain and two RTD performers, ROBOTIK
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 'SustainaBlE SoluTions FOR recycling of end of life Hydrogen technologies' under Horizon 2020.

assistant: **Concept**

BEST4Hy – SutainaBlE SoluTions FOR recycling of EoL Hydrogen Technologies has the main objective of bringing to TRL5 recycling technologies adapted or developed specifically for PEMFC and SOFC which would ensure the maximisation of recycling of critical raw materials including PGMs, rare earth elements, cobalt and nickel. The technologies are evaluated for cost efficiency and environmental impact to ensure the materials bring value to the European economy without harmful emissions or high energy costs. The output of the recycling technologies maximise opportunities for both closed loop and open loop recycling. More specifically, Pt and membrane materials are delivered back for manufacturing MEAS to be tested in full stacks, while both anode and catode materials from EoL SOFCs are treated for direct recycling into cells. The whole EoL device is considered, with technologies validated for open loop recycling and opportunities for recovery of other components of the cells/stacks explored. BEST4Hy involves a strong consortium inclusive of FCH devices manufacturers, a leading recycling centre already aware of the market opportunities for PEM recycling, leading research organisations and innovation support specialists to deliver a recycling strategy with wide buy in, accompanied by LCA and LCC full assessments, consideration on regulatory issues and a training program to support its take up.


**Keywords:** end of life,  recycling,  SOFC,  PEM,  critical raw materials
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 'OCEANic presence in deep-sea MINing: how the sEa co-proDuces situational knowledges and practices' (OCEAN-MINeD).

assistant: **Innovation**

Deep Sea Mining (DSM) is capturing significant attention across political, scientific, and societal domains. The deep sea is becoming a valuable source of capital, challenging its historical perception as ""the last great wilderness"". OCEAN-MINeD seeks to venture into these uncharted waters in order to investigate the implications that arise when mineral extraction shifts to an entirely distinct environmental realm, such as the ocean. Despite numerous social scientific studies investigating political, jurisdictional and environmental aspects of DSM, an evident gap remains in the exploration of the ocean's intricate material and discursive dimensions. The ocean transcends being merely a static body of water—it stands as an ever-present and dynamic force that continually shapes the facets of maritime extraction, the experiences of workers, and the crafting of “situational” knowledges and practices. Drawing inspiration from the innovative literature on the oceanic turn and the new interest in the three-dimensional and turbulent materiality of the sea, OCEAN-MINeD asks how mining “get(s) wet” and grapples with the ceaseless “oceanic presence”. OCEAN-MINeD examines these questions by conducting a multi-sited and ethnographic research across three distinct DSM hotspots in Norway: at the headquarters of Loke Marine Mineral to explore resource management processes, at the head office of Kongsberg Maritime to untangle DSM technology, and on board a DSM vessel to explore offshore operations. OCEAN-MINeD aims to develop a novel theoretical and ethnographic ocean-based approach designed specifically to investigate the role of the sea as a political and social actor in understanding the sociality, work and automation of DSM. The project will thus contribute to a broader understandi
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 'Accelerating data to market' to be submitted under Horizon 2020.

assistant: **Abstract**

Information technology has driven, directly or indirectly, much of Europe’s economic growth during the last decades as the role of data transitioned from the support of business decisions to becoming a good in itself. An open approach towards data value creation has become critical in the new networked economy, with Europe well placed to nurture this new revolution. However, to date Europe’s data economy has yet to achieve the same levels of growth as those in the US and Asia. Data Pitch will seek to address this critical gap by creating a transnational, Europe-wide data innovation ecosystem that will bring together data owners and Big Data technology providers, with startups and SMEs with fresh ideas for data-driven products and services. Our project will:- explore the critical factors that impact the way organisations create value from sharing data;- organise a competition addressing economic, societal, and environmental challenges, present and future, to identify promising digital innovators and data-empowered solutions;- create a cross-sectoral, secure data experimentation facility which will offer the winners of this competition a purposeful environment to nurture their ideas; and- support them by solving common concerns through funding, technical, legal, marketing, and commercial assistance.Drawing on the experience from key players in the consortium, we will establish a European Data Innovation Lab (DIL), guided and promoted by the hugely visible engagement channels and commentators at the Guardian and an international network of hundreds of organisations that have already confirmed their intention to join forces with and support Data Pitch. Together with them we will make  the European data economy stronger and help the region re-gain leadership in innovation th
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 'Advanced machine learning for Innovative Drug Discovery'.

assistant: **Concept**

The dramatic increase in using of Artificial Intelligence (AI) and machine learning methods in different fields of science becomes an essential asset in the development of the chemical industry, including pharmaceutical, agro biotech, and other chemical companies. However, the application of AI in these fields is not straightforward and requires excellent knowledge of chemistry. Thus, there is a strong need to train and prepare a new generation of scientists who have skills both in machine learning and in chemistry and can advance medicinal chemistry, which is the prime goal of the AIDD proposal. Research WPs include sixteen topics selected to cover the key innovative directions in machine learning in chemistry. Fellows employed will be supervised by academics who have excellent complementary expertise and contributed some of the fundamental AI algorithms which are used billions of times per day in the world, and leading EU Pharma companies who are in charge of new medicine and public health. All developed methods can be used individually but will also contribute to an integrated ""One Chemistry"" model that can predict outcomes ranging from different properties to molecule generation and synthesis. Training on various modalities allows the model to understand how to intertwine chemistry and biology to develop a new drug making its design robust and explainable. All partners agreed to make their software open source. It will boost the field and will provide the broadest possible dissemination of the results both to the academy and industry, including SMEs. The network will offer comprehensive, structured training through a well-elaborated Curriculum, online courses, and six Schools. The IP policy and commercial exploitation of the project results have the highest priori
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Feasibility study for Grovf hardware accelerated no SQL database for Industry 4.0'.

assistant: **Objectives**

In the digital world, exabytes of data are collected by manufacturing, energy, telecom companies. The amount of datagenerated in the past 8 years grew fifteen-fold while datacenters processing power increased only fourfold. According topredictions of IBM, the number of devices that are connected to the internet will increase 7 times in 3 years and will reach upto 50B in 2020. This reality will increase the gap between datacenters processing power and generated data. To solve IIoTdata storage and analytics problem companies replicate database servers, which results in complicated infrastructure,increase cost, space, power consumption. A medium European manufacturing company with annual revenue of €50M willspend €158k to implement such solution and €85k annually to support it. Grovf takes another architectural approach to solvethe problem and instead of processors, uses FPGAs as a processing unit. GData is growing faster than ever before and bythe year 2020, about 1.7 megabytes of new information will be created every second for every human being on the planet .According to a new report from IBM Marketing Cloud, “10 Key Marketing Trends For 2017,” 90% of the data in the worldtoday has been created in the last two years alorovf database server is a first of its kind, dedicated, out of the box, FPGAAcceleratedNoSQL database for IIoT sensors generated data. Our prototype already achieved 10x faster transactions and31x power saving compared with state-of-the-art solutions. The main objectives of the product are:1. Delivering new, disruptive technology for data management of the IIoT industry2. Drastically reducing power consumption of the datacenters3. Providing fast, low cost, reliable local cloud technology for the IIoT industry4. Optimizing the current loading of the exist
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 'The establishment of an agricultural multimedia network' (AGRIMMEDIA).

assistant: **Innovation**

AgriMMedia is a Multimedia Support Network for the agricultural sector. It aims to increase the use, efficiency, quality and cost-effectiveness of production of multimedia applications in the agricultural sector. The network is based in three European countries: the Netherlands (Stoas, WAU), France (ACTA, Cnerta), and Sweden (SLU, LRF). It will later extend its activities to other EU/EFTA countries using existing international networks in which the partners already participate.Multimedia production should be user and market driven. AgriMMedia will stimulate the development, use, distribution and marketing, of multimedia productions adapted to user/market requirements. It will also stimulate the development of persons working in this field of expertise, by bringing the different actors together and supporting them in their work. As a result AgriMMedia will increase the efficiency and profitability of multimedia production. AgriMMedia directs its activities to the following actors in the Agricultural knowledge and Information System (AKIS): the primary agricultural producers (entrepreneurs), the secondary industry (supply, process and support), information suppliers (research, extension, industry), administration and interest groups. For these actors multimedia will improve access to information which is user-friendly, usable, available, and cost-effective and to training which is available at the right time and place and in an appropriate form. AgriMMedia will contribute to the improvement of the multimedia production and use by: 1. initiating/stimulating new developments directed at the producers, users, content providers and technology providers. 2. exchanging knowledge about new developments. AgriMMedia will create a (virtual) market place for expertise on the use 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: Write a project proposal abstract for 'Concrete products through sustainable and innovative carbon-storing binders' to be submitted under Horizon Europe.

assistant: **Abstract**

The cement industry is a major contributor to global carbon emissions, primarily due to the reliance on clinker, the main ingredient in traditional cement production. To address the urgent need for decarbonization in construction, our project proposes the development of an alternative binder that integrates CO2-sequestered magnesium-based silicates, such as olivine and pyroxenes, as supplementary cementitious materials (SCMs). This innovative approach not only replaces clinker but also enhances the carbon capture potential of concrete, transforming it into a carbon sink. The project will focus on optimizing the accelerated mineral carbonation process, refining the formulations and performance of these mineralized SCMs, and validating their suitability for large-scale industrial applications. Machine learning models and advanced simulation tools will be employed to design sustainable concrete mixtures and evaluate their performance. The ultimate goal is to reduce the embodied carbon emissions of concrete, while maintaining or improving its structural performance. By leveraging interdisciplinary expertise, we aim to develop a commercially viable binder with lower embodied emissions for the construction industry. This project aligns with the EIC Pathfinder Challenge objectives and contributes to the European Green Deal, Fit for 55, and Circular Economy Action Plan, supporting the EU’s broader mission of achieving carbon neutrality and advancing sustainable building practices.


**Keywords:** CO2 Sequestration,Mineral Carbonation,Accelerated Mineralization,Low-Carbon Cement,Supplementary Cementitious Materials (SCMs),Machine Learning in Concrete Design.