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 the concept and methodology overview for 'Farmers’ Adaptation  Sustainability in Tunisia through Excellence in Research: FASTER' under Horizon 2020.

assistant: **Concept**

FASTER will reinforce research and knowledge transfer capacity of INRGREF related to innovative land and water management in view of climate change and its implementation through the use of Farm Advisory Systems (FAS). To achieve this, we will develop a sustainable framework for research capacity building, international networking and FAS practice. Strengthening of researchers and technicians of INRGREF and associated centres (IRESA) will be developed by EU partners of established scientific excellence in the topic (CREAF, LU) and demonstrated experience in economic impact and awareness raising (EFB, Vision), and integration into national policies (AVFA). The proposal is structured into 5 work packages, during 3 years and amounting 1million €, including: coordination; capacity building through training and staff exchanges; living lab stablishing through summer schools, e-learning and stakeholder involvement; project sustainability by monitoring, networking and governmental support; and communication through awareness raising and knowledge co-creation. Expected impacts to INRGREF and Tunisian partners are increased number of publications in peer review journals, mobility and international co-funding, increased international reputation, awareness and engagement, new skills and competencies, new services and employment related to FAS, and new research avenues.


**Keywords:** Climate change,  land and water management,   forest planning,  innovation,  research capacity building,  FAS practice,  networking
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 'The world's first low-cost in-ovo sexing solution to finally end chick culling' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Omegga - World’s first low-cost in-ovo sexing solution to finally end chick cullingIn the egg-laying hen industry, over 7 billion day-old roosters are killed each year, because male layer chickens neither lay eggs nor produce enough meat to be profitable. Omegga developed a cost-effective, non-invasive, spectral imaging solution for automating sex detection of chicken embryos in the eggs to avoid the unethical practice of chick culling by enabling hatcheries to remove early male eggs from incubators and only hatch female-layer chicks. The Omegga technology is based on absorption spectroscopy and tracks sex specific biological indicators (proprietary method), enabling cost-effective, non-invasive, automated determination of an egg's sex. The solution aligns with ethical practices, supports sustainable farming, and meets emerging regulatory requirements against male chick culling.Our team of 9 entrepreneurs, SW/HW/Bio engineers, data scientists and veterinarian developed the technology, and built & tested a first, small scale industrial prototype. Now we must create large scale prototypes for full automation and optimise classification algorithms to minimise costs, for which we need EIC support. Once implemented, it will boost resource efficiency and animal welfare in the poultry industry.


**Keywords:** in-ovo sexing, animal welfare, circular economy, bioeconomy, poultry
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 'Development of a Biogas Reformer for Production of Hydrogen for PEM Fuel Cells'.

assistant: **Concept**

BIO-HYDROGEN aims at the development of a cost effective biogas reforming system (10 kW hydrogen) for decentralised application with biogas from agricultural wastes, municipal waste water treatment plants and landfills. Main objective is the development of a reforming process with a better compatibility with biogas and hence shows an improved efficiency. The improvement of the heat and steam management for CO2 containing gas will be targeted with the aid of simulation and modelling. Further the biogas upgrading will be performed by means of state-of-the-art technologies for desulphurisation and by a biofilter for the removal of siloxanes. Latter is of great importance due to the fact that a cost effective technology is currently not available. Within this project laboratory results from a biofilter for siloxane removal will be upscaled to a pilot plant level showing a capacity of 2 m3/h biogas.These ambitious aims will be achieved by a well balanced international consortium containing the necessary critical mass. SME partner BESEL and RTD partner UNI DUISBURG will be jointly responsible for the development of the reforming unit (including the shift reactor). SME partner SCHMACK and RTD partner PROFACTOR will develop a biofilter unit for siloxane removal based on results from European research projects AMONCO and PROBAT (both coordinated by PROFACTOR within FP5).UNI NITRA will give support in the lab test phase. UDOMI is an SME partner who offers the link to the stationary fuel cell trading branch in which the hydrogen supply at the specified quality is of great importance. The inclusion of SME end-users (MFN, PROTON Motor and BITTER) will guarantee the right orientation of the project. FRONIUS as a non-SME demonstrates without getting funding its interest in the technol
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 'Probing new physics with Coherent Elastic Neutrino-Nucleus  Scattering and a tabletop experiment' under Horizon 2020.

assistant: **Concept**

Ever since the Higgs boson was discovered at the LHC in 2012, we had the confirmation that the Standard Model (SM) of particle physics has to be extended. In parallel, the long lasting Dark Matter (DM) problem, supported by a wealth of evidence ranging from precision cosmology to local astrophysical observations, has been suggesting that new particles should exist. Unfortunately, neither the LHC nor the DM dedicated experiments have significantly detected any exotic signals pointing toward a particular new physics extension of the SM so far.With this proposal, I want to take a new path in the quest of new physics searches by providing the first high-precision measurement of the neutral current Coherent Elastic Neutrino-Nucleus Scattering (CENNS). By focusing on the sub-100 eV CENNS induced nuclear recoils, my goal is to reach unprecedented sensitivities to various exotic physics scenarios with major implications from cosmology to particle physics, beyond the reach of existing particle physics experiments. These include for instance the existence of sterile neutrinos and of new mediators, that could be related to the DM problem, and the possibility of Non Standard Interactions that would have tremendous implications on the global neutrino physics program. To this end, I propose to build a kg-scale cryogenic tabletop neutrino experiment with outstanding sensitivity to low-energy nuclear recoils, called CryoCube, that will be deployed at an optimal nuclear reactor site. The key feature of this proposed detector technology is to combine two target materials: Ge-semiconductor and Zn-superconducting metal. I want to push these two detector techniques beyond the state-of-the-art performance to reach sub-100 eV energy thresholds with unparalleled background rejection capabiliti
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 'Complex lipid membranes for science and technology', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

“CLIMB-Complex lipid membranes for science and technology” is a doctoral network of leading European lipid-research laboratories with highly complementary research expertise and training capabilities, which will allow participating PhD students to develop a wide range of research and transferable skills attractive to employers in both academic and industrial sectors.The research themes focus on the hypothesis that comprehensive understanding of the role of compositional complexity on “yet to be explored” structural properties and membrane-driven interactions is key to developing complex lipid-based nanomaterials that mimic the cellular environment and function as high-performance sustainable materials.A central aspect of the CLIMB programme is the development and physicochemical characterization of structure and stability of aggregates formed by novel lipid mixtures including natural extracts and novel protective polymer/peptoid-based coatings. Scientific results will be made available to non-academic partners to assess its possible translation into applications in the fields of mRNA delivery, bio-sensor development, and “green” formulations, areas in line with some of the grand challenges identified by EU.These objectives will be achieved by combining advanced and complementary experimental approaches from chemistry, physics, biology, and computational sciences. Through close collaboration with a network of both small and large industrial partners, the trainees will receive direct hands-on experience, and will gain insights into how lipid-based materials are used in innovative applications.In summary, CLIMB aims to advance the current knowledge on the interplay between structure, functions, interaction, and compositional complexity in lipid membrane. The generated resu
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 'FUnctional Nucleic Acids as Versatile SMart BUilding BLocks in Non-ConventIonal SolvenTs' in the context of a Horizon Europe call.

assistant: **Objectives**

Almost half of the production costs in the rapidly growing chiral chemicals market is spent on the downstream processing costs due to challenging separation tasks and demanding levels of purification. FUNAMBULIST aims at a radically new science-enabled production of fine chemicals by emulating the ingenuity of biological processes in an engineered environment. In this way, FUNAMBULIST aims at overcoming the current dogma that fine chemicals are produced via traditional synthetic routes in organic solvents. FUNAMBULIST creates a modular toolkit that enables a radically different approach to design chemical reactions in the fine chemicals market by abandoning the current, artificial gap between biological and chemical function.


**Keywords:** functional nucleic acids, DNA-scaffolds, catalysis, fine chemicals, membrane reactor, artificial intelligence
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 'Array-tagged single cell gene expression by parallel linear RNA amplification and sequencing' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

In many biomedical research and clinical applications it would be tremendously useful to know the gene expression profile of each and every cell in a sample, be it a blood sample or tumor. At present, the most advanced single-cell technologies are limited to a few thousand cells by a laborious and expensive approach. We have invented a method allowing the determination of the transcriptomes of millions of cells in parallel, using array-based technique for tagging single cells. The protocol combines our previously published protocol for single cell transcriptomics – CEL-Seq – with a new membrane based system for capturing single cells and a DNA microarray for differentially tagging each cell in the membrane. If further developed into a commercial platform, our method could have tremendous impact on clinical and research transcriptomics. Our method requires no expensive equipment, low amounts of reagents and little hands-on, making it unlike any available protocol for single cell analysis. Our method also has great versatility as it can be used for analyzing up to a million cells, but can also be easily scaled down to several hundreds, promising to make it the state of the art protocol for any lab interested in single cell biology. Our method thus represents a game-changer because it completely reinvents the scale under which cells can be examined – affordably and without a need for expensive instruments – by at least three orders of magnitude. The aim of this project is to establish a user-friendly platform for our method that could be commercially available in the coming years. The developed platform will facilitate a large-scale ability to query cells; the breadth of possible research and personal medicine applications is unimaginable at present.


**Keywords:** Single
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 'Rol of obligate bacterial symbiosis in the diversification of a globally distributed aphid genus'.

assistant: **Objectives**

Plant-feeding insects represent a significant part of earth biodiversity but also encompass many plant pests that cause major losses to agricultural crops. One key factor in their evolutionary success probably resides in the mutualistic associations they have established with bacteria that reside in their cells. These endosymbionts metabolize some of the nutrients lacking in their host diet and can be essential for successfully shifting to new ecological niches. However, intracellular lifestyle also often results in severe genomic erosion for endosymbionts that limits their metabolic versatility and in fine affects their host adaptive potential. In this project we aim at deciphering the role of bacterial endosymbiosis in the long-term evolution of plant-feeding insects. The main question we want to address is whether the evolution of obligate bacterial endosymbionts played a significant role in the diversification (speciation and extinction) of their hosts. Using the genome sequences of the main bacterial endosymbionts associated with a globally distributed aphid genus, we will: 1) reconstruct the history of aphid/symbiont associations by conducting phylogenomic analyses; 2) identify the footprint of selection and genetic drift in bacterial genomes by comparing patterns of molecular evolution within and between symbiotic bacterial lineages; 3) illuminate how changes in the endosymbiont community metabolic capabilities have accompanied aphids evolutionary transitions (host plant shifts, climatic tolerance, rates of speciation) using phylogenetic comparative methods. Using the data from an ongoing large sequencing project, this project will combine recent methods in phylogenomics, metabolic network analyses and the study of macroevolutionary processes. With this fellowshi
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 'Road safety Data Collection, Transfer and Analysis' (DACOTA), addressing dissemination and exploitation.

assistant: **Impact**

Evidenced based approaches lie at the heart of the most successful road safety polices and accident and other road safety data is a key component. No single set of data can support all road safety questions and the European Road Safety Observatory has been developed as a focus for a range of data and information types. One part of the Observatory includes a series of data protocols and collection methodologies for a range of data types including national level and in-depth accident data, exposure data and safety performance indicators. Although it is a substantial step forward the ERSO remains the first stage and further development is needed.This proposal addresses the needs for further improvement of the Observatory by enhancing, structuring and applying the data and information it contains. DaCoTA WP3 aims to continue the efforts made in previous projects by gathering, consolidating and standardizing the available road safety data and information, through the exploitation of all available sources, in a systematic and comprehensive way. New data on road safety management processes will be gathered from a selection of key EU Member States together with data concerning exposure and indicators. This will be assembled and structured using, for example, the approaches developed within the Sunflower project. DaCoTA will identify, train and further support new teams across the Member States to conduct detailed accident investigations for safety purposes. It will develop new approaches to evaluate the casualty reduction effectiveness of new technologies and will develop new innovative approaches to gather routine data on normal driving behaviour.Key factors of the proposal include a highly skilled and experienced team to develop the safety information resources, the involveme
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 'Contaminant mixtures and human reproductive health - novel strategies for health impact and risk assessment of endocrine disrupters' (CONTAMED), addressing dissemination and exploitation.

assistant: **Impact**

Disruption of hormonal signalling in fetal life can irreversibly affect human development and reproductive health at a later age. Of considerable concern in Europe is a decline in male semen quality and a high prevalence of congenital malformations and hormone-dependent cancers. Although it appears plausible that environmental chemicals with endocrine activity may be involved in the causation of these disorders, there is no evidence for adverse effects of individual substances at relevant human exposure levels. However, there are indications that combinations of chemicals play a cumulative role. CONTAMED aims to explore the hypothesis that combined exposure to endocrine disrupting chemicals in fetal life may lead to adverse delayed impacts on human reproductive health. To achieve this goal, CONTAMED will combine epidemiological approaches with laboratory science. The work plan for CONTAMED is organised in three major strands focusing on human studies, animal models and in vitro assays including metabolomics. The project will deliver new epidemiological insights into associations between cumulative exposure and reproductive health, improved toxicological risk assessment for the anticipation of reproductive effects of chemicals, validated biomarkers for cumulative exposures and new mechanistic information about the ways in which chemicals may disrupt sexual differentiation during development. CONTAMED will provide the knowledge necessary to set the scene for Europe-wide human health impact studies of cumulative exposures to endocrine active chemicals and their possible role in the deterioration of reproductive health in Europe. Finally, the project will analyze the implications of new scientific findings for the European Environment and Health Action Plan and the Communit
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 high reliability motor drives for next generation propulsion applications' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

This action, entitled “Development of high reliability motor drives for next generation propulsion applications”, is a 4-year research focused training program. It is aimed to form a coherent Research and Innovation Staff Exchange network so as to address technical challenges facing the electrifying transport industry, with a focus on high-reliability electrical traction drives. Transport electrification has been considered as a major advancement to reducing CO2 emissions and improving energy efficiency. At the heart of the propulsion systems are electrical traction drives. But technological developments are still at an early stage. Industries are trying out different traction drive technologies. Permanent magnet synchronous motors, induction motors, reluctance motors and DC motors-based traction drives are all found in use while they have their inherent advantages and drawbacks. In academia and industry, there are no consensus on the best traction drive for a single application. Existing technologies cannot meet the ever-growing market needs for safe, fast, green and affordable transportation. Major challenges include demands for very high torque density, power density, fuel efficiency and fault tolerance, pushing the devices and components to their physical and material limits. Particularly operating motor drives at high speeds and harsh environments require a new mindset of component and system design for safety-critical high-reliability requirements, as well as multidisciplinary approaches to combine multiphysics (e.g. thermal, stress) with the conventional electromagnetic and electronic designs.This program will bring together EU’s leading universities and industries, and utilise the latest technological discoveries in power electronics, motor drives, drivetrains a