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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Space Application GaN transistor'.

assistant: **Innovation**

The SAGAN proposal addresses a crucial element in future satellite platforms and payloads. Spacecraft Electrical Power Systems (EPS) are a key element that enable space missions. Without an efficient EPS, many of the capabilities that we take today for granted, such as high-speed communications, GNSS and science payloads, would not be possible.Power transistors are key elements of the electrical units that form the EPS and other systems, since they allow the most efficient (in terms of power and mass) electrical power processing topologies. During the last decade, several technological advancements have enabled a new type of transistors based on Gallium Nitride over Silicon. GaN transistors allow a reduction in mass of the equipment that uses them and a reduction in power consumption.Currently, Europe does not have the capabilities to produce GaN transistors for space unless relying on external countries for most of the supply chain, which is something that cannot be taken for granted. The objective of the SAGAN proposal is to overcome this situation by establishing a non-dependent supply chain (design, manufacturing, processing, and qualification testing) for GaN transistors that are suitable for space applications. The transistors will be tested to assess radiation effects, thermal dynamics, structural behaviour, reliaability... To achieve it, a strong consortium has been established. It is composed by organisations that have the knowleadge and the facilities to fulfil the objective.  The consortium is composed of a company devoted to space level GaN transistors and integrated circuit design (SEMI ZABALA), a research foundry (IMEC), a company that processes wafers to the standards required by the technology (DISCO HI-TEC) and a satellite equipment manufacturer with co
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 'Innovations capacity building in Ukrainian SMEs and enhancing cooperation with European SMEs'.

assistant: **Concept**

The overall/general objective of this proposal is to increase innovation potential and innovation management skills withinSMEs in the all regions of Ukraine and to assist SMEs with potential for international growth via product, process, service orbusiness model support. The project will follow a defined methodology to help regional businesses to increase theirinnovation capacity, to innovate profitably and also to successfully implement their innovative ideas on the competitivemarket. The EEN-Ukraine Consortium intends to enhance innovation capacity of SMEs by encouragement their participationin Horizon 2020 projects and provision of KAM and EIMC services for SME beneficiaries of the H2020 European Innovation Council pilot. The secondary target group will be R&D organisations that will benefit from EEN services as well. The specific objectives for reaching the overall / general objective are as follows:- promote and support SMEs from Ukraine in participation on the H2020 SME Instrument and COSME programmes;- identify weaknesses in the innovation capacities of the beneficiary that hinder the realization of growth opportunities and ofthe full commercial potential of SME Instrument participants;- identify suitable coaches to address the identified weaknesses and moderating the coach-client relationship;- increase the innovation potential of SMEs lacking professional support in the field of innovation management;- help SMEs to select the most appropriate coach;- explain and sell the benefits of the SME Instrument's coaching service to potential beneficiaries;- facilitate the SME- coach relationship and ensure the effective teamwork and co-operation between the SME;- secure close cooperation links between the Consortium and the H2020 National Contact Point, regional stakeho
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 Seventh Framework proposal on 'Fish intestinal nutrigenomics in response to fish oil replacement in Atlantic salmon diets'.

assistant: **Concept**

There is an urgent need to replace fish oil (FO) and meal in aquaculture diets with sustainable alternatives, vegetable oils (VO) being the primary candidates. However, growth of fish on VO results in lower levels of n-3HUFA in their flesh, compromising their nutritional value to the human consumer. There is therefore a pressing need to identify strains of fish with reduced requirements for pre-formed dietary n-3HUFA. The intestine is the gateway of nutrients into the body and the enterocyte intracellular metabolic activity is much more important than initially thought. However, very little information exists on how the physiological functions of the intestine are affected by different dietary lipids. Additionally, the inclusion of VO in the diet of carnivorous fish commonly results in histological changes in the intestine. Identification of the genes and pathways involved in PUFA metabolism in salmon intestinal tissue is of direct relevance to these problems. This project will address this issue by the identification of salmon genes and metabolic pathways in intestinal tissue influencing traits that are important in terms of sustainability of farm production and nutritional quality for the consumer. The project will apply cutting edge molecular techniques for the analyses of fish transcriptomes (microarrays) and proteomes (proteomics), to determine differential expression patterns in intestine of salmon fed FO and VO and how they may be affected by genotype (fatty or lean families). Bioinformatic analyses will enable key pathways, genes and enzymes/proteins to be identified. The project is a groundbreaking example of an interdisciplinary approach combining traditional nutritional and biochemical studies with modern molecular analyses to address a problem which is not o
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 'Development of new high-entropy oxide catalysts by the anodic oxidation of high-entropy alloys' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

High-entropy oxides (HEOs) are a new category of materials constituted of five or more elements that are randomly distributed in a single phase. Such materials can have better properties than conventional oxides, related to the lattice distortion and synergistic effects of the component. Due to this lattice distortion and the uneven electron-cloud distribution between the metals and the oxygen, HEOs can impact on different catalytic reactions, such as CO2 reduction, H2S removal and the degradation of pollutants. However, HEO testing and application in catalysis is an undeveloped field. The conventional photocatalysts, such as TiO2, are mainly used in slurry conditions (demanding a post-filtration step) and present a low quantum efficiency and low activity under visible light. Doping or co-doping of conventional catalysts can promote changes in the crystalline structure and improve the photocatalytic activity. Thus, the use of new, multi-element materials such as HEOs appears to be an excellent, innovative alternative to overcome these drawbacks. HEOs can be synthesised by the anodic oxidation of high-entropy alloys (HEAs), creating strongly attached nanostructures that do not need a filtration step, and with enhanced photocatalysts properties. Using this strategy, our ambition is to develop a new and highly efficient photocatalyst, which will contribute to a major step forward in catalysis. The produced materials will be fully characterised and the photocatalytic efficiency will be evaluated over the degradation of new pollutants present in water such as pharmaceuticals, pesticides, hormones, microplastics, etc. and compared with conventional/commercial photocatalysts.


**Keywords:** High Entropy Materials, Anodization, Nanotubes, Nanostructures, Photocatalysts
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 'Trustworthy and Inclusive MLOps (Machine Learning Operations) made in Europe' (TIME) under Horizon Europe.

assistant: **Objectives**

Trustworthy and Inclusive MLOps made in Europe (TIME) aims at accelerating the realisation of the strategic ambition of Clearbox AI a deeptech Italian startup, led by a woman leader, Dr. Shalini Kurapati. Our current product, the AI Control Room enables companies to harness the power of AI following the Trustworthy AI principles efficiently and robustly. The AI control room is both a cloud-based and on-premises software platform built on a patented implementation of generative models derived from 10 years of Research and Development. It implements the various principles of trustworthy AI such as data assessment, technical robustness check, model validation, monitoring and reproducibility in a viable and easily usable technical environment. The objective of Clearbox AI is to validate a sustainable business model while creating a positive and lasting impact on society through AI. Through this call the main activities we plan to implement towards this objective are to: 1. Implement the bias and discrimination assessment and mitigation module within our product offering and release it open source 2. Accelerate Communication and dissemination of the value-based propositions of trust, bias mitigation, and inclusion.Our ambition beyond our commercial success and positive social impact is to continue to challenge the technology competitiveness gap in AI in Europe (Enterprise/civilian AI adoption is behind US, China, and Israel) and global women leadership gap (only 8% of AI leadership roles are held by women).The Women tech EU call can help us accelerate our path to create this impact and to support Clearbox AI, and its woman leader in competing with larger players on the platform of global EU leadership in Trustworthy AI.


**Keywords:** Trustworthy AI, MLOps, Fairness, Bias m
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 Europe proposal on 'Spatial Crosstalk in Immuno-Oncology'.

assistant: **Concept**

Metastasis, the leading cause of cancer-related deaths, arises from the spread of cancer cells to distant organs, where they compromise normal organ function. Cellular interactions, paracrine factors, and the metabolic environment promote the formation of metastatic niches that facilitate tumour cell survival and proliferation. While single-cell data have improved our understanding of tumours and their heterogeneity, our knowledge of metastatic niches is still very incomplete. In particular, the lack of spatial context makes it difficult to address critical knowledge gaps in metastatic niche biology which limits our progress in the development of targeted therapeutic interventions.The doctoral network spaXio aims to tackle this challenge by training doctoral candidates (DCs) in cutting-edge techniques, including spatially resolved multi-omics, advanced tumoroid modelling, and computational approaches, including bioinformatics and AI-based prediction models. DCs will conduct systemic analyses of metastatic niches across diverse organ systems and tumour types to improve our understanding of metastatic niche formation and uncover novel therapeutic targets. SpaXio provides comprehensive, multidisciplinary training that combines hands-on laboratory experience, computational data integration, and (industry) secondments. Regular cross-disciplinary workshops and seminars boost innovation and collaboration, while transferable skills training encompasses communication, ethical research, open science, entrepreneurship, and sustainability. By partnering with a network of leading European and international academic, clinical, and industrial experts, spaXio ensures that DCs are exposed to diverse research environments and approaches. This fosters their ability to think across borders
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 '4D analysis of heart development and regeneration using advanced light microscopy' (4DHeart).

assistant: **Concept**

Cardiovascular (CV) disease is a main cause of death worldwide. During adulthood, ischemic heart disease leads to heart failure and perinatally, congenital heart defects are found in over 20% of deaths. Moreover, genetic or epigenetic factors altering development can have an impact much later in life. These facts underscore the need of a better understanding of the genetic and environmental factors that influence CV development. An important way to increase our knowledge is by visualizing cardiac development in vivo. Recent advance in microscopy allows monitoring CV development at a cellular level in organisms such as the zebrafish model. Particularly revolutionary has been the development of light sheet microscopy (LSM). We want to further exploit LSM for in vivo manipulation of cells in the embryonic zebrafish heart and measure with high precision biophysical parameters, by introducing novel features to LSM such as optical tweezers. High throughput cardiac imaging protocols for zebrafish larvae suitable for screenings will be set up. We will develop softwares to enhance resolution of acquisition, large dataset handling and image-processing. The aim is to generate a toolbox to be implemented into existing software packages allowing a complete modeling of zebrafish cardiac morphogenesis. We will adapt LSM for adult zebrafish hearts to study cardiac regeneration and mouse heart development at cellular resolution. Each Early Stage Researchers (ESRs) will develop their own technology to solve a biological problem at the frontier of knowledge. ESRs will receive multidisciplinary (CV development, physics, biocomputing, bioimaging) as well as intersectorial (academic research, SMEs, large companies) training and will achieve unique skills on microscopy, in-vivo imaging  and 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: Compose the 'Concept and Approach' section for a Fifth Framework proposal on 'Low risk disposal technology (LOWRISKDT)'.

assistant: **Concept**

The appropriate disposal to hazardous waste is a technological challenge. Simple, practical and cost effective technology should be developed to safeguard public health and the environment. Temporary storage at ground level is common in many European countries, a technique often environmentally unfriendly. Private enterprises and communities are responsible for the contamination but the cost of safe disposal is often considered unacceptable and the critical situation may become permanent. Disposal in abandoned mines is believed to be an achievable, low risk and economic way of disposal. The project goal is to investigate the prerequisites of this alternative, outline suitable design and construction technology and assess performance with regard to cost and environmental safety.
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 'Establishing services enhancing the innovation management capacity of the Slovak SMEs in the Enterprise Europe Network in 2020-2021'.

assistant: **Objectives**

Main objective of the action is improving the innovation management capacity of two SME target groups: (1) Beneficiaries of the EIC Pilot by provision of the specialised Key Account Management services, and (2) SMEs with significant innovation activities and a high potential for internationalisation through the targeted Enhancing the innovation management services.


**Keywords:** KAM, EIMC, innovation management, Enterprise Europe Network, SME Instrument, EIC Pilot
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 'Origins and Consequences of Hematopoietic Stem Cell Memories' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Hematopoiesis has long been modeled as a stepwise hierarchical process, where all blood cells arise from a single group of rare multipotent stem cells. For decades, various reports have contested this unifying paradigm, indicating that hematopoietic stem cells are functionally heterogeneous and differ on the rates and types of blood cells that they produce. However, the origins of stem cell heterogeneity and, importantly, its physiological consequences have remained ambiguous. My recent research suggests that individual stem cell behaviors are deterministic and programmed through long-lasting epigenetic memories, but how these different stem cell memories arise during development or injury is currently unknown. Intriguingly, my preliminary results indicate that stem cell memories instruct not just their fate decisions but also the functional properties of their mature progeny, thus raising the question of how stem cell memories create functional patterns that bias the cellular responses of their mature progeny. Thus, the objectives of MemOriStem are: (1) to uncover the mechanisms that establish the diversity of HSC memories during development; (2) to identify the molecular determinants that maintain specific HSC properties; and (3) to characterize how developmental and acquired HSC memories determine functional patterns in mature blood cell responses. To overcome various challenging aspects of studying cell memories in vivo, I have designed a ground-breaking approach that combines innovative mouse models for transient gene silencing, multiplexed clonal analysis, and molecular recorders of cellular states. In sum, MemOriStem will precisely define the origins, mechanisms, and physiologic consequences of hematopoietic memories, thus allowing a conceptual leap forward in re
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 Seventh Framework proposal for the project 'Ancient Pathogen Genomics of Re-Emerging Infectious Disease'.

assistant: **Objectives**

Here we propose a first step toward a direct reconstruction of the evolutionary history of human infectious disease agents by obtaining genome wide data of historic pathogens. Through an extensive screening of skeletal collections from well-characterized catastrophe, or emergency, mass burials we plan to detect and sequence pathogen DNA from various historic pandemics spanning at least 2,500 years using a general purpose molecular capture method that will screen for hundreds of pathogens in a single assay. Subsequent experiments will attempt to reconstruct full genomes from all pathogenic species identified. The molecular fossil record of human pathogens will provide insights into host adaptation and evolutionary rates of infectious disease. In addition, human genomic regions relating to disease susceptibility and immunity will be characterized in the skeletal material in order to observe the direct effect that pathogens have made on the genetic makeup of human populations over time. The results of this project will allow a multidisciplinary interpretation of historical pandemics that have influenced the course of human history. It will provide priceless information for the field of history, evolutionary biology, anthropology as well as medicine and will have direct consequences on how we manage emerging and re-emerging infectious disease in the future.