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 'Safe control of non cooperative vehicles through electromagnetic means' (SAVELEC) under Seventh Framework.

assistant: **Objectives**

SAVELEC aims to provide a solution for the external, safe control of a non cooperative vehicle without any consequences on the persons inside the vehicle or other persons and objects nearby. The proposed solution is based on the use of electromagnetic means, electromagnetic pulses (EMP) and high power microwaves (HPM), in order to disrupt the proper behaviour of the electronic components inside the vehicle, which will lead it to slow down and stop. The SAVELEC approach is based on the premise of obtaining an optimized solution in terms of field strength. In this sense, electromagnetic compatibility experiments on key components of cars will be performed in order to evaluate the effect of different types of signals. The consequences of human exposure to the signals chosen will be evaluated in the context of European legislation in order to ensure safety of persons inside the vehicle and in the environment as well as of the user of the technology. The effect in explosive atmospheres regarding exposure to this kind of signal is also within the scope of SAVELEC. A simulated environment will be used for assessing the human driver reactions in different scenarios and driving conditions once the car enters the abnormal behaviour mode as a consequence of the influence of the electromagnetic signal. Legal studies on the use of this technology by the European Security Forces will be carried out and a regulatory framework will be proposed and promoted. Special attention will be paid to the measures needed for assuring a controlled and secure use of this kind of device.The purpose of the project is to design and build a breadboard level prototype for the evaluation of the technology. A real demonstration on cars passing along a controlled track will be performed to assess the techn
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 'Deciphering Tolerogenic, Tumor-induced Epigenetic imprints in myeloid precursors' (TT-EPIC), addressing dissemination and exploitation.

assistant: **Impact**

Despite successful surgical removal of primary tumors, many cancer patients ultimately succumb to metastatic relapse, often years after apparent cure. How tumors imprint long-lasting changes on the immune system that favor this deadly recurrence remains largely unknown. Tumors can epigenetically and transcriptionally reprogram bone marrow progenitors, establishing a “trained tolerance” state in myeloid cells that promotes immune evasion and metastasis. I hypothesize that tumor-derived factors induce long-lasting epigenetic and transcriptional reprogramming of bone marrow myeloid progenitors, establishing a state of Tumor-Trained Tolerance (TTT) that promotes systemic immune suppression and metastatic susceptibility even after complete removal of the primary tumor. Using melanoma as a clinically relevant model, I will dissect how tumor-induced reprogramming persists after tumor resection, identify the key molecular regulators, including MYC and epigenetic factors, and test whether these alterations can be reversed to restore immune vigilance. By integrating single-cell multi-omics (scRNA-seq, scATAC-seq, CITE-seq), proteomics, and targeted epigenetic profiling (histone marks and DNA methylation), I will map the regulatory networks underlying trained tolerance. Functional perturbations with CRISPR-based and pharmacological tools will determine causality and assess the potential to prevent metastasis. Finally, analysis of blood samples from melanoma patients will evaluate whether these signatures are conserved in humans, providing translational insight. This project combines cutting-edge molecular, computational, and in vivo approaches to reveal the hidden systemic consequences of primary tumors, aiming to uncover novel strategies to prevent the deadliest phase of cancer:
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 'Growth and characterization of magnetic quantum wires' (1994-1998).

assistant: **Innovation**

The group of Pr Miranda is internationally known for his research of the relationship between growth and magnetic properties of epitaxial films grown by MBE with techniques like LEED, AES, STM for characterization in situ. The magnetic films and multilayers have revealed very interesting properties like oscillating exchange coupling and Giant Magnetoresistance (GMR). Now a challenge for new properties is the reduction of lateral dimensions. This is the objective of the project by using electrodeposition to deposit magnetic wires of Co and Fe on appropriate stepped substrates by Under Potential Deposition and characterize them by a suitable combination of surface sensitive techniques (STM, videoLEED, AES etc). Depositing quasi 1 D magnetic materials by electrochemicals methods is important both from a fundamental point of view (modes of growth during electrodeposition, 1D magnetic order, lateral magnetic coupling etc) and for application. The main part of the work will involve the preparation using electrochemical methods and characterization of magnetic wires by STM and LEED to decorate only the step of an appropriate substrate.
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 'New Sources of Employment to Promote the Wealth-Generating Capacity of Rural Communities' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

RuralJobs will quantify the employment needs and potentials in different typologies of pilot areas within contrasting reference areas in six EU countries, evaluating the effectiveness of past and current policies in addressing these needs and potentials, and by systematic analysis of the results, providing guidelines on the better targeting of future rural development measures.  The main objective is to provide a clearer understanding of the factors influencing the employment potentials of different typologies of rural areas to support the future evolution of rural development policies.  This will be backed up by the identification of good practice and a support network for implementation.   The consortium consists of eight partners, one from each of Bulgaria, France, Hungary, Italy, Lithuania, Romania, Spain and UK.  The seven work packages are:  WP1. Project management WP2. Assessment of labour market policies and programmes WP3. Assessment methodologies and indicators WP4. Typology for regions WP5. New strategies for employment in pilot areas WP6. Synthesis of recommendations WP7. Dissemination and technical assistance for mainstreaming  The beneficiaries will include policy makers at EU, national and regional levels, rural development practitioners including public sector agencies, SMEs and trade groups, NGOs etc. and academics.  The deliverables will be: reports on past and current policies and programmes, assessment methodologies, rural typologies, labour market scenarios for pilot areas and regional foresight scenarios; a synthesis of recommendations for future rural development strategies, four regional conferences/workshops; a two-day international conference in Brussel; academic publications; training materials and a website.  The sustainable outcome of RuralJ
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 'Prostate cancer diagnostic assay based on protein kinase activity profiling in exosomes' (ProCanEx) targeting Horizon 2020.

assistant: **Abstract**

The objective of the innovation project is the development of novel biomarker-based non-invasive assay for prostate cancer (PCa) detection. 417 000 Europeans were diagnosed with PCa in 2012, about 12% of all new cancer cases of European men. The diagnosis and screening of PCa totalled 12 billion USD in 2012 and will reach 17.4 billion USD in 2017 since the PSA test is performed for men over 50 years of age annually. The PCa diagnostics market is mainly covered by the Prostate-Specific Antigen (PSA) test, the practicality of which is debated. The low specificity of the test means a high number of false positives, leading to unnecessary and painful procedures (biopsies, treatment, etc.). More than 45 million PSA tests are performed annually worldwide, while more than 9 million of those are positive, with around 70% false positives.Our assay is built on an innovative technological platform based on quantitative profiling of protein kinases in circulating exosomes. Recent scientific literature supports the potential of exosomes as diagnostic markers. Our assay combines two innovative approaches - newly discovered changes in exosome composition in cancer and probes for measuring altered levels of several protein kinases in exosomes originating from the cancer tissue.We will use the phase I of the SME instrument to make a detailed business plan, market research and evaluate technological, technical and practical issues. Collaboration with a potential licensee and complementary sources of financing for Phase II are sought. A detailed research plan will be conducted.Cancer diagnostics is among the main concerns for healthcare as cancer is among the deadliest diseases. Our proposal aims at development of innovative, non-invasive, highly reliable and cost-effective test for PCa,
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 2020 proposal on 'INTEgrated opeRation PLAnning tool towards the Pan-European Network'.

assistant: **Innovation**

The European Union (EU) energy security policy faces significant challenges, as we move towards a pan–European network based on the wide diversity of energy systems among EU members. In such a context, novel solutions are needed to support the future operation of the EU electricity system in order to increase security of supply also accounting for the increasing contribution of renewable energy sources. The goal of INTERPLAN project is to provide an INTEgrated opeRation PLANning tool towards the pan-European network, to support the EU in reaching the expected low-carbon targets, while maintaining network security. A methodology for proper representation of a “clustered” model of the pan-European network will be provided, with the aim to generate grid equivalents as a growing library able to cover all relevant system connectivity possibilities occurring in the real grid, by addressing operational issues at all network levels (transmission, distribution and TSOs-DSOs interfaces). In this perspective, the chosen top-down approach will actually lead to an ""integrated"" tool, both in terms of voltage levels, going from high voltage down to low voltage up to end user, and in terms of building a bridge between static, long-term planning and considering operational issues by introducing controllers in the operation planning. Proper cluster and interface controllers will be developed to intervene in presence of criticalities, by exploiting the flexibility potentials throughout the grid. The achievement of the project goal will be ensured by the subdivision of the needed steps in seven Work Packages, each of them, with a specific measurable objective. The project is in line with the Work Programme, in ensuring more flexibility and active involvement of all stakeholders, and a cl
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Enabling proteins with RNA recognition motifs for synthetic biology and bio-analytics.' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

RNAct creates an integrated and multidisciplinary training and research programme for 10 broadly employable ESRs with versatile computational and experimental skills. The RNAct research aim is the design of novel RNA recognition motif (RRM) proteins for exploitation in synthetic biology and bio-analytics. This is achieved through a design cycle that starts with computational approaches at the sequence and structure levels of proteins and RNA, in order to select amino acid positions and mutations for large-scale phage display experiments with RNA screening. Viable RRMs will be further investigated at the atomic level with integrative structural biology approaches, and will be applied in synthetic biology, to post-transcriptionally regulate fatty acid processing via RRMs, and in bio-analytics, to detect RNA in-cell and design RNA biochips. The RNAct training will provide ESR-tailored research and education-based training in both topical content and transversal skills. All ESRs will experience both academic and industrial environments, and will be exposed to both computation and experiment at the peer level via an ESR 'buddy' system. The ESRs will be actively involved in, and responsible for, information dissemination and communication for the RNAct project, and will have to opportunity to participate in innovation activities. This will enable the ESRs to constructively contribute to the European bio-economy in both academic and industrial settings.


**Keywords:** synthetic biology,  bio-analytics,  protein design
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 'Ecological manufacturing of deinked pulp using ozone' in the context of a Fourth Framework call.

assistant: **Objectives**

Industrial use of ozone as a bleaching agent for secondary fibre has already started commercial operation in the USA. European knowledge about secondary fibre ozone bleaching is based in laboratory trials and pilot tests. Industrial scale is missing and USA references are kept secret. The present Project intends to be a step forward in European knowledge by studying the ozone bleaching process of secondary fibre in its fundamentals and putting the achieved results into practice by installing a prototype reactor in an industrial paper-recycling mill. A detailed characterisation of the individual reactions of ozone with the main contaminants found in recycled paper such as colorants, ink and bacteria, will be done. Also, the effects of ozone in pulp properties and effluent characteristics will be analysed. These basic investigations will be completed by analysing material which will be gathered during the pilot tests in a pilot plant and in a prototype reactor to be installed in an industrial paper recycling mill.Ozone treatment of pulps has two goals:- Delignification and cocominant bleaching of chemical pulps;- Improvement of the bonding potential of the fiber surfaces by introduction of hydrophilic groups Ozone bleaching is already practised in the pulp and paper industry. Also, operating with zero discharge has followers, including paper recyclers.The degree of innovation to be achieved combines both Ozone bleaching of secondary fibres and Zero Liquid Effluent discharge, what is really innovative. The consequent problems and their nature are unknown, the solution of which offers the technical challenge and innovation.As a result, following advantages are forecasted:- extra low level of water consumption (from 10 m3/t pulp to 1.5 m3/t pulp);- reduced needs of recircula
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Data Discovery Platform with Generalized Exploratory, Management, and Search Capabilities' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

DataGEMS is a data discovery platform with Generalized Exploratory, Management, and Search capabilities. DataGEMS is built on the principles of data FAIRness, openness and re-use. It aims to seamlessly integrate data sharing, discovery and analysis into a system that addresses the whole data lifecycle, i.e., sharing, storing, managing, discovering, analyzing and reusing (data and/or metadata), bridging the gap between the data provider and the data consumer. DataGEMS is a next-generation data discovery and management ecosystem that engulfs different types of data (structured, unstructured, real-time and historical) and enables users to (a) enrich data through powerful data profiling mechanisms (b) seamlessly discover and analyze data across and within datasets using user-intuitive discovery and analysis mechanisms, such as using natural language and patterns, and (c) effectively explore and combine data with the help of stepwise guidance mechanisms during dataset discovery and analysis. The effective and efficient functioning of these mechansims will be powered by a data and model management layer that decouples data management at the low level from the data analytics at the higher level. DataGEMS is informed by and will be initially tested and deployed to promote data FAIRness and benefit diverse user communities and types of users on core domains: education, meteorology, and language data infrastructures.


**Keywords:** Open Data, FAIR Data, Data Discovery, Artificial Intelligence, EOSC, Meteorology, Weather, Education, Life Long Learning, Data Language Infrastructures
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 'Reviewing and integrating methods for the Conservation of European architecturaL finishes in urban hEritage townscApes', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Neglected use of materials in conservation and restoration of building surfaces are reducing authenticity value in many urban landscapes. Colour Science, Architectural Paint Research and Instrumental Analysis Techniques have been mostly applied in the study of architectural finishes. However, there’s not a standard operational framework to inform decision-making in finishes conservation. CLEA aims to address these shortcomings and to preserve authenticity by the use of innovative paths (1) to improve the methodology for the characterization of architectural finishes, (2) to understand historic pigment use, mortar composition and render texture, (3) to produce a tool for decision making when selecting materials and pigments for the conservation of the historic aesthetic. CLEA will focus in Alexandria, Egypt. Domestic buildings (end 19th-early 20th) were built by Italian, Greek, British and French immigrant architects and are located in the ‘European city’ district. A large range of analysis techniques will be used at the University of Padua, integrating non invasive/on-site (portable XRF, Raman and multispectral imaging) and off-site analysis (Optical Microscopy, Scanning Electron Microscopy, XR Diffraction, 3D laser confocal scanning microscope and radiocarbon dating). Results will help to understand and to preserve original aesthetics by conservators, organizations and people. CLEA actions are aligned with the EU Council on European Cultural Heritage Strategy, encouraging a wider understanding of heritage values and reinforcing European global leadership in the word. The project has active interest in conserving the vision of European building heritage, goal on sustainable cities and communities within the United Nations 2030 Agenda for Sustainable Development. CLEA wi