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 'Healthy and safe food for the future - A technology foresight Project in Bulgaria, Croatia, Czech Republic, Hungary, Romania and Slovakia' under Sixth Framework.

assistant: **Concept**

Food quality and safety are crucial aspects of human life and are, therefore, prime policy objectives of the EU. Food quality and safety have to be secured through regulations with regard to inputs, production processes, outputs, transportation, storage, packaging, labeling, documentation of origin and the like, for creating an adequate infrastructure for food markets and their smooth development. The food industries in the CEE are undergoing sweeping ownership, technological, organizational and financial changes. The new decision-making processes should put a strong emphasis on safety and quality standards. Substantial changes in financial services, wholesale markets, commodities exchange, price information, transportation facilities and infrastructure are also needed. A foresight process is highly instrumental to tackle these complex issues. By bringing together the relevant stakeholders with their wide range of expertise and accumulated skills it is possible to identify emerging technological and market opportunities and threats, sider S&T and socio-eomic factors in their entirety, and thus devise appropriate policies and strategies, based on sensus among these stakeholders. The objectives of the project are as follows: a) To promote a new decision-making culture among managers and policy-makers in order to put quality and safety issues into the centre of the total food chain management. b) To identify future key technologies and new business models to promote the quality and safety requirements in food production, by establishing a Food Quality and Safety Platform in CEE countries. The ultimate goal of the project is to assist the total food chain in Central and Eastern European countries to reach international quality and safety standards, and in turn, to enhance E
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 'An Intelligent platform for integrating climate services' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

According to Water Europe statistics, 90% of the global economy and 75% of jobs depend on water, while water-related risks are among the top 5 risks. Τhe term “water” includes both drinkable water (with respect to pollution) and hydrology water modelling (with respect to floods and sea level rise). As a result, the significance of modelling techniques, especially regarding water pollution, coastline management, flood prediction and sea level rise assessment cannot be overstated. Copernicus has already tools to forecast, assess and analyse such domains and also to manage forthcoming emergencies. Indeed, JRC states that Copernicus Emergency Management Service (CEMS) is gaining a lot of traction from policy makers, scientists and public bodies for managing, assessing and preventing climate-related emergencies such as floods and droughts. Despite this trend, the potential of Copernicus data and services, especially for emergency and climate applications has not been fully realised by industrial and policy-making stakeholders. TERRA realises that innovation stemming from Copernicus services and data could set the basis for future collaborations, accelerate R&I progress, and increase the EU’s excellence in cutting-edge technologies. To this end, we target the second R&I area of the “HORIZON-CL4-2024-SPACE-01-35”, namely the “the development of an integrated, harmonized and coherent product provision system … to improve global scale hydrological monitoring and forecasting.” TERRA envisions the creation of several services and product chains that fuse Copernicus services with state-of-the-art technologies to provide solutions for coastline detection, coastline erosion prediction, flood risk assessment and mitigation, water pollution assessment and coastline modelling. Τhe proje
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 'In search of new cytomegalovirus vaccine antigens' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Aim of the project is to search for antigens that induce neutralizing antibodies in mice, which prevent entry of Human cytomegalovirus (HCMV) in vitro, and to characterize the identified candidate antigen with respect to its function. We will employ the “reverse vaccinology approach” with two robust technological platforms. A published genomic DNA sequence of HCMV has been analyzed and identified putative genes encoding surface exposed or secreted proteins using computer algorithms. Based on this analysis, candidate DNA sequences have been synthesized and are ready for cloning into expression vectors. •The selected genes will be expressed in eukaryotic cells in vitro and characterized to compare with information obtained from the bioinformatic analyses. •To screen immunogenicity of the candidate proteins, we will insert candidate genes into alphavirus vector to prepare pseudo-virion (alphavirus replicon particles), which induce robust immune responses in mice against the expressed gene product. Sera from immunized mice will be collected and submitted to immunological assays, including western blotting, immunofluorescence studies and in vitro neutralization assays. •In vitro neutralization assays will be set up with bacterial artificial chromosome (BAC) system that produce recombinant HCMV expressing a reporter gene to detect infection to cultured cells. •Sera from HCMV seropositive individuals will be analyzed to detect existence of specific antibodies to selected antigens by western blotting or the protein microarray technology. Screening of vaccine targets against HCMV infection in MEGALOVAX includes the reverse vaccinology approach applied for the first time to viral pathogens with the two abovementioned technological platforms. This new approach is expected to offer
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 'NoAH: a European Network of Affined Honeypots' under Sixth Framework.

assistant: **Concept**

In the last few years, we have been witnessing an increasing number of cyberattacks on the Internet. Viruses, worms, trojans, spyware and other types of malicious programs are discouraging the effective use of the Internet, and crippling the IT infrastruc ture. Recent studies have pointed out that attackers already posses the technology to take over a large fraction of the Internet within minutes. At these time scales, human reaction to an attack may be impossible. To combat such threats, we need an infra structure to assist in detecting and containing such attacks. The goal of NoAH is to produce a design study and perform the necessary technical work towards the development of an infrastructure for security monitoring based on honeypot technology. Honeyp ots are computer systems that do not provide regular production services. Instead, they are intentionally vulnerable and at the same time closely monitored systems that wait to be compromised by attackers. Once hit, honeypots can be used to analyze atta cks. In NoAH, honeypots will be used as early-warning systems capable of detecting attacks at the early stages of their infestation. By correlating data received by geographically distributed honeypots, NoAH will able to detect cyber-attacks before they have the chance to do any major damage. To contain the spread of attacks once detected, NoAH will explore the possibilities for generating automated attack signatures, or other containment-related information that may be used by security appliances. NoAH will provide a valuable distributed security analysis infrastructure: ISPs and NRNs will be able to reduce the security risks of their services; information security organizations will be able to better assess threats, risks and damage in a more timely fashion; security
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 'Molecular palaeobiology and comparative genomics of chelicerate terrestrialisation' (CheliceLand).

assistant: **Concept**

Animals have marine origins, with only three phyla including lineages that can complete every phase of their life cycle outside of water–saturated environments. These phyla are the Vertebrata (reptiles, birds and mammals), the Mollusca (land snails and the slugs) and the Arthropoda (e.g. insects, spiders, centipedes). The process through which animals adapted to life on land is referred to as terrestrialisation and it is one of the most fascinating unresolved problems in evolutionary biology. The crossing of the water–land barrier was the most extreme case of adaptation to a new environment in animal history. In fact, the difference between the sea and the subaereal environment is so extreme that astrobiology uses terrestrialisation as an analog to study how life could adapt to a new planet. Here, I propose a molecular palaeobiological approach where genomic and fossil information will be combined for the first time to study animal terrestrialisation. I will focus on the Chelicerata (spiders, mites, scorpions and their allies), a megadiverse arthropod lineage. Chelicerates represent an ideal model system to investigate the tempo and mode of early animal terrestrialisation, because they were the first animals to become abundant in the terrestrial fossil record. We shall investigate chelicerate relationships, define a timescale of chelicerate evolution, and identify the genomic adaptation that allowed marine chelicerates to adapt to life on land. This is a blue skies project, however, studying the most extreme case of habitat colonization can help understanding the biology of current invasive species. Chelicerates include pests (e.g. spider mites) and species of biomedical relevance (e.g. ticks). By identifying chelicerate–specific genomic adaptation to life on land, this
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'potential analysis of Ecov's short-distance real-time carpooling stations relying on roadside connected hardware' (LOCARP4EU), addressing dissemination and exploitation.

assistant: **Impact**

Cities’ outskirts generally have less developed public transport networks. Thus, in these areas the most frequently used means of transport is still the car. Ecov aims at tackling this lack of affordable and flexible mobility solution outside of city centres. Its concept is based on connected carpooling stations that match drivers in their local car use with passengers looking for a flexible and cost-saving journey. Existing carpooling solutions have not addressed the problem properly, since they either require users to possess a smartphone, ask drivers to put in time and efforts to participate (not the case for short distance trips) or need a “critical mass” of users to actually work. Ecov avoids these issues: drivers do not need to register, nor do they need to commit to a particular itinerary or schedule. The innovation lies in the communication between street terminals, road signs, and the IT system managing payment between passengers and drivers. Currently, it is estimated that 5% of the total passenger-kilometres (pkm) could be carpooled locally. This means that the market potential is around 133b pkm in France, Germany, Spain, and the United Kingdom combined (monetisation at €0.02/km yields a market worth €2.7b). To tap into this potential, Ecov has conceived an innovative business model that includes partnerships with local governments and private companies willing to install carpooling stations. The former are looking for disruptive cost-effective public transport solutions for their remote fringes, and the latter face difficulties attracting jobseekers and clients with mobility issues. LOCARP4EU will identify the most promising EU countries that have the most potential for Ecov’s concept and will adjust the business model to national conditions. The proposal 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: Write the concept and methodology overview for 'European Stratospheric Monitoring Stations in the ALPS II' under Fourth Framework.

assistant: **Concept**

To expand the intensive co-ordinated ground-based observations to provide climatological measurements of ozone total amounts and vertical profiles, aerosol vertical distributions, ClO vertical profiles, NO2, NO, reservoirs and long-lived tracers total amounts; - to study the coherence of the ozone vertical profiles database recorded since the mid-eighties. The problem of the possible meteorological bias in the ozone profile retrieved from lidars in the low stratosphere will be addressed; - to identify the processes which drive the variability of ozone over the Alps in the low and middle stratosphere by coupling the ozone vertical profiles obtained at different sites and using dynamical tracers (trajectories, potential temperatures and vorticies); - to study the nitrogen and chlorine budgets with ground-based and satellite measurements to test and validate the stratospheric models; - to assess the impact of heterogeneous chemistry processes on the partitioning of stratospheric species by using ground-based and satellite data combined with 2-D and 3-D modelling studies; - to compare the time series of stratospheric species now available from the Alpine stations with long-term simulation over the last decade; - to contribute to stratospheric studies on the connections of mid-latitude changes with high and low latitudes; - to validate satellite measurements of stratospheric species performed by GOME and possibly ADEOS; - to finalise intercomparisons for aerosol and ClO retrieval methods.This project methodology is based on the integrated use of reliable time series of ground-based observations over  periods starting in the mid eighties or since the early nineties and on validated satellite observations covering  the same time period (e.g. SAGE II) or shorter period (e.g. UA
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 'Disruptive Cybersecurity SaaS for SMEs and freelance developers' (SCR) under Horizon 2020.

assistant: **Objectives**

After obtaining the Seal of Excellence from the EU (Attached), this is an improved version of the proposal.Given the accelerating growth and importance of cybersecurity across many sectors of the economy and society, we have detected and aim to solve the lack of effective security provision in software engineering.Our system automates the vulnerability scanning of software assets and reduces the effort required for development teamsto adopt security best practices. Further, our solution reduces costs by 80% compared to hiring consultants for like-for-liketasks. By enabling developers to scan their code before going to production, we can save firms between 3 to 30 times thecost of development, help firms build trust with end-users, empower and educate developers. Confirming market need, theproduct has been tested and is currently being adopted by 25 companies.The objective of our proposal is to enhance research and development into specific use cases. In particular, we shall focusour efforts on the needs of developers active in the Internet of Things, where security is in its infancy. While our systemcurrently automatically scans ports, web servers, applications and containers, the goal of continued R&D is to expand thisdisruptive platform to integrate with IoT technologies and platforms to offer scanning encompassing both broader and deeperuse cases than the competition, who tend to focus on providing tools to cover compliance standards.Our market is worldwide and shall be targeted through a network of partners and direct online sales via a subscriptionmodel. With a balanced, experienced team and carefully architected system, as well as impressive early market traction, weare optimistic about the long term adoption of Secure Secure's services by developers who are growi
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 'Resolving the spacial distribution of TGN subdomains at super-resolution and deciphering their role in specific cargo sorting' (TRACE).

assistant: **Concept**

The trans-Golgi network (TGN) serves as a central sorting station of membrane traffic standing at the intersection of secretory and endocytic pathways, a feature that is now proposed to be a common trait between plant, yeast and animal cells. The multi-identity of TGN relies on its partitioning in subdomains but, due to the lack of resolution in conventional microscopy, it is still poorly understood how TGN subdomains relate dynamically to each other, or acquire their identity, and how they achieve the sorting of a variety of cargo proteins to different destinations. The applicant previously identified of at least two subdomains, one labeled by the R-SNARE VAMP721 and the coat protein AP-1 and that is involved in secretory trafficking, and another labeled by VAMP727 and AP-4 and that is involved in vacuolar trafficking. The host lab previously demonstrated by lipidomic analyses that sphingolipids with very long chain fatty acid were enriched in Q-SNARE SYP61-labelled TGN compartments and were critical for polar sorting of the auxin carrier PIN2 to apical plasma membrane. The goal of this project is now to join forces, expertise and scientific networks to gain from each other and tackle the challenging questions of: 1) what is the exact structure of TGN, how are TGN subdomains spatially arranged between each other and how do they behave dynamically, this will be addressed by super-resolution microscopy, 2) what is the proteo-lipidic composition of TGN subdomains and what is the role of lipids in TGN partitioning, 3) how the identified subdomains are functionally important for cargo sorting and trafficking to different destination by employing a novel pulse-chase method. This project is timely, realistic, focused and represents a unique combination of expertise from the a
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'DIOR: Deep Intelligent Optical and Radio  Communication Networks', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Communication networks play a vital role in the technological infrastructure underpinning Internet traffic applications. Service providers and researchers worldwide are sparing no effort to increase the information capacity and security of telecommunication networks to support the demands of high-speed, reliable and secure emerging internet, data centre, cloud computing, 5G new radio and IoT systems, especially since the outbreak of Coronavirus. Applications such as intelligent transportation, signal processing ubiquitous low-latency connectivity and massive connected objects, have raised challenges for backbone and access networks that are often underpinned by optical, radio or hybrid networks. Artificial intelligent (AI) technologies appear an innovative and promising solution to cope with emerging challenges in optical/wireless/hybrid networks, in which the underlying physics, mathematics and optimisation of problems are non-deterministic to analyse or impossible to describe explicitly. In this proposed research, supervised, unsupervised and reinforcement learning techniques such as neural networks, clustering and regression will be exploited in optical/wireless/hybrid networks to mitigate stochastic distortions, to predict network conditions and to maximise network capacity. This DIOR proposal aims to unite optical/radio network research and AI technologies for tackling emerging challenges. This project aims to carry out world-leading research on building a machine learning-based communication platform to accelerate secure, intelligent and high-capacity communication networks.


**Keywords:** Optical communication networks, Radio access networks, Artificial intelligence, Machine learning