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: Describe how 'In-Home and SOHO Networking through the mains network' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The INSONET project proposes an innovative technology enabling high-speed data rates over low-voltage residential power lines for in-home and SOHO networking applications, established through:- A mixed-mode ASIC in 0.35 micron CMOS technology embedding both:1. a powerful Baseband Processor based on OFDM/16QAM advanced modulation technique and incorporating concatenated encoding / decoding system to reach an overall efficiency close to 4 bits/s/Hz2. a complex I/Q Analog Front-End of high performances- A Protocol Processor software package implementing high-speed power line MAC layer and bridging to other existing networks, such as Ethernet and USB, in a transparent way.
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 'Connecting ENergy Clusters across Europe' (CENCE), addressing dissemination and exploitation.

assistant: **Impact**

CENCE overall objective is to activate cooperation between European Energy Clusters by establishing a cooperative learning platform that facilitates the promotion of entrepreneurial innovation. CENCE points out a new concept of clustering, building new cooperation relationships between the most promising and developed EU Energy Clusters. The implementation will consist on 3 stages: LEARNING ' NETWORKING' COOPERATION. This objective will be achieved through a work-plan with the following workpackages (WP1 is dedicated to the project management): WP2 will set up the basis of the research work, providing as main results a SWOT analysis, Best Practices and a Regional Competences Map. WP3 will be based on enhancing learning processes and the creation of a European platform. This platform will be an instrument to increase economic and social growth, by means of: exploiting synergies and fostering joint projects, paving the way to an Energy Mega-Cluster and providing recommendations to encourage clustering processes in Europe, especially in the New Member States (WP4). A durable structure of exchange even above the horizon of CENCE is intended to achieve. WP5 will ensure the awareness, dissemination and exploitation of the project activities and results. CENCE consortium has 10 partners from 8 different European countries: CLUSTER DE ENERGiA and FUNDACIoN LABEIN (Spain), LEV and ESV (Austria), UK CEED (UK), CPI (Italy), MERINOVA (Finland), NORDA (Hungary), ZDE (Slovenia) and BAYERN INNOVATIV (Germany). This consortium represents all of the most established five energy clusters (identified by a recent Swiss study) as well as 2 developing Clusters and 3 organisations being Experts in the field of Cluster and Innovation. CENCE project contributes to the activities supported by th
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Dynamics of Active Suspensions' to be submitted under Seventh Framework.

assistant: **Abstract**

Collective behaviour is ubiquitous in nature: from crystallization through to animal swarming. Such phenomena are ubiquitous in colloids– 0.1-1micron particles suspended in liquids by Brownian motion – and are responsible for their amazing ability to ‘self assemble’. The self assembly of colloids is now an established route to new materials, e.g. photonic crystals. Recently, active colloidal particles capable of self propulsion have been synthesized. Their collective behaviour is completely unknown. The researcher proposes a research programme into collective phenomena in active suspensions. While synthetic active colloids have only recently been synthesized, ‘natural active colloids’ have existed for billions of years – motile bacteria. Therefore the candidate proposes to investigate both natural motile particles (bacteria) as well as synthetic ones. The bacterial results should have significant biological relevance, although the primary goal is to generate new, fundamental physics insights, which will lead to ‘design principles’ for a completely new type of self-assembled structures based on active colloids. We will use a new method, ‘differential dynamic microscopy’ (DDM), which uses everyday laboratory apparatus (a microscope and a camera) to generate comprehensive dynamical information on the collective motion of suspended particles (in the form of the so-called ‘intermediate scattering function’). Compared to single-particle tracking, the standard tool in active colloids and bacterial motility research to date, DDM yields much better averages and is orders of magnitude quicker to perform. The researcher and co-workers have demonstrated recently the use of DDM for the high-throughput characterisation of the motility of dilute populations of bacteria. A second goal
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Mechanisms to emerge and replicate  the first sequence information of life in geothermal microfluidics of early Earth' to be submitted under Horizon 2020.

assistant: **Abstract**

Can we reconstruct in the lab the onset of molecular evolution? To trigger the autonomous emergence of the first oligonucleotide sequences, we will explore non-equilibrium boundary conditions and selective mechanisms to host the fast progressing prebiotic replication chemistry of oligonucleotides. We will explore novel water-fog microfluidic settings to boost the replication and selection of the first RNA sequences. The findings aims to enable the creation of primitive life forms in the lab, starting from simple molecules in heated rock pores of early Earth.Autonomous replication and metabolism. We will expand our thermal gradient expertise to host three replication chemistries. Using 3D printed microfluidics, we will mimick conditions in pores on early Earth. Thermophoresis will select long over short strands, accumulate small food molecules and strands will be separated by thermal convection and novel mechanisms in water-air systems. With respective collaboration partners, we will drive the replication from RNA ribozymes (Joyce), base-by-base RNA replication (Szostak) and EDC activated DNA ligation (Richert) and monitor the results with Illumina sequencing and TOF LC/MS. The ligation will be also explored with Taq ligase since we expect a cooperative replication dynamics with hypercycle-like characteristics. Thermal gradients will drive early metabolism to boost RNA polymerization and select ATP over ADP to drive modern biochemistry.Sequence selection in low pressure water-air systems. Oligonucleotides bind to water-air interfaces. and can be accumulated 800-fold by heat-driven capillary flows. Based on this, we expect interesting selection effects under microfluidic boiling, fog formation and recondensation dynamics. The settings are tested for sequence selective hyd
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 'European Network for the Advancement of Behavioural Economics' (ENABLE), addressing dissemination and exploitation.

assistant: **Impact**

During the last two decades a growing number of empirical studies have revealed widespread<p>violations of key assumptions that underlie conventional economic theory, violations which result in<p>outcomes that are markedly different from those generated by the conventional theory. This has led to<p>a search for psychological principles that complement or, if necessary, replace these conventional<p>assumptions in order to improve the explanatory power of economic models. Important empirical and<p>theoretical issues are, however, still unresolved.<p>The proposed network aims to advance this emerging field of behavioural economics in Europe and<p>provide high quality training and a transfer of knowledge to young researchers just entering the field.<p>The network will facilitate the development of a critical mass of the brightest young researchers by<p>concentrating the currently highly fragmented expertise in Europe. It will bring together economists and<p>psychologists, and foster the collaboration between theoretical and empirical researchers.<p>The network will enrich our understanding of economic behaviour through (1) the generation of robust<p>evidence on the psychological determinants of economic behaviour, (2) the incorporation of these<p>behavioural principles into rigorous economic models, and (3) the elaboration and empirical testing of<p>the economic implications of these models. The network will launch projects in the following three<p>areas: incentives, dynamic choice, and institutions and aggregate outcomes of social interaction.<p>These areas represent fundamental issues which economic theory aims to address, and there is<p>evidence from both psychology and experimental economics that these are particularly promising lines<p>of research at this moment. The n
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Privacy, ethical, regulatory and social no-gate crossing point solutions acceptance' to be submitted under Horizon 2020.

assistant: **Abstract**

The increasing number of travellerscrossing European borders is putting a mounting pressure on the everyday handling of border checks. Coping with limited resources, border control authorities have to perform a higher number of checks on travellers, while at the same time maintaining national security. Consequently, the experience of both European and third country travellersis deteriorating, due to the extra time they have to spend at the border crossing points. In that sense, flexible, automated and scalable no-gate crossing solutions may offer an effective support to border control authorities, to make border checks faster and more efficient. Nevertheless, the intensive use of these technologies bears the risk of infringing individuals’ rights and freedoms, including privacy and personal data protection. Therefore, a thorough assessment of no-gate crossing point solutions, from asocial acceptance, ethical and legalperspective, is required prior to their implementation. PERSONA (Privacy, Ethical, Regulatory, and SOcial No-gate crossing point solutions Acceptance) project’s main goal is to design and establish an integrated impact assessment method (IAM PERSONA) to appropriately evaluate the impacts of no-gate crossing point solutions, taking into account social acceptance, ethical and legal requirements, to ensure that these technologies meet the expectations of public authorities and travellers. The main outcome of the project will be a handbook, available in open access, that will provide guidance inorder to drive the innovation and deployment of future no-gate crossing point solutions by industry and border authorities, while maintaining their societal acceptance
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 'Geotechnical Resilience through Intelligent Design' (GRID).

assistant: **Concept**

Our proposed research initiative seeks to propel machine learning into the forefront of geotechnical engineering, with a vision to address critical challenges and revolutionise the field for the betterment of society. The overarching goals of our project align with the need to confront uncertainty, combat climate change through zero carbon emission strategies, address soil parameter heterogeneity, expedite finite element (FE) calculations e.g., for reliability analyses, and enhance design efficiency to reduce material consumption, particularly in the context of concrete. By undertaking this multidimensional approach, our research aims not only to apply machine learning in geotechnical engineering but to fundamentally transform the field, ushering in a new era of efficiency, sustainability and resilience. Through collaboration and innovation, we aspire to make machine learning an integral and indispensable tool for addressing the complex challenges faced by geotechnical practitioners in the 21st century.


**Keywords:** Generative AI,  Geohazards,  Geomechatronics,  Interpretable AI,  Machine Learning,  Physics-Informed Neural Networks,  Tailing Dams,  Tunnelling
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 'Foresight analysis for world agricultural markets (2020) and Europe' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

AG2020 will use an innovative scenario method to develop a range of policy scenarios that can meet EU targets of sustainability (economic, regional development, environment, and food safety and quality). Key indicators of these targets will be identified a nd used to assess the influence of world market developments in a range of policy scenarios both at the global level, and specifically for the EU. To perform the analysis on an EU regional basis a number of case studies will be carried out representing the geographical variation and different challenges of agriculture. The analysis will incorporate findings and expertise of other foresight exercises on both national, EU and international level. The foresight methodology developed in this analysis is innovative because it allows the combination of qualitative knowledge and quantitative data so the conclusions from the individual analysis (WPs) can be converge into a variety of policy scenarios. Further more the methodology allow for a sensitivity analysis on a regional basis, which so far has not been possible in the agriculture sector. Objectives: -to develop a foresight methodology enabling the study of the various types of agricultural systems and their specific challenges and constraints -to identify and a nalyse trends and influential factors (by use of participatory approaches) that may influence the possible future developments of EU agriculture in the various countries -to develop strategic policy scenarios (backcasting) based on the identified major dri vers of change for the impact assessment of the probable and desirable future directions of agriculture, including multifunctionality of rural areas and emergence of new agricultural exporting regions for the effective enforcement of the proposed alternative se
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 'Next Generation Imaging' in the context of a Horizon 2020 call.

assistant: **Objectives**

Next generation sequencing has led to revolutionary discoveries in the fields of genetics, genomics, epigenetics and transcriptional regulation. The main limitation of this technology relies on the loss of spatial information: NGS is unable to retrieve the organization of nucleic acids (DNA/RNA) in the cell or within the more complex structure of the tissue. We have recently developed a novel imaging-based technology, Hi-M, that enables the simultaneous detection of tens of DNA and RNA species in single cells within the context of intact tissues. In NGI, we propose to make major improvements to drastically reduce data acquisition and analysis time, considerably increase throughput and number of independent nucleic-acid species detected, and improve the robustness of acquisition and the user-friendliness of analysis. These objectives will be achieved by implementing, testing and validating a novel combinatorial labeling scheme, parallelized acquisition, improvement of the liquid-handling robot to handle hundreds of independent species, and on-the-fly analysis using deep learning technologies to provide more robust data analysis pipelines and adapt acquisition parameters in real time. These improvements will enable simultaneous detection of thousands of species (DNA, RNA or protein) in single-cells with spatial resolution within the context of complex organisms and tissues. Because of these important advantages over existing technologies, NGI will be key to future discoveries in the fields of genetics, genomics and transcription. Critically, NGI will also have a large impact in other fundamental and applied fields where knowledge of spatial organization of transcription and 3D chromosome organization at the single-cell level are relevant: neuroscience and neurological dis
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 'On-board active safety system' (ONBASS) under Sixth Framework.

assistant: **Objectives**

The aim of the ONBASS project is to propose, analyse and develop the innovative Principle for Active System Safety (PASS) for aviation. Rather than just recording data during an aircraft's flight, in order to allow post-crash analysis to be carried-out, ON BASS proposes the analysis of available data in real time DURING the flight and reacting on them with the aim of accident PREVENTION. First, ONBASS is concerned with the formulation of the theoretical principles of aviation system safety: flightsafety (ris k) model, information flow model and control system model. These models make it possible to determine the scope of the applicability of ONBASS. Subsequently, analysis of the dependencies within and between the models will permit the definition of the featu res, functions and structures of the system, software and hardware. A comparison between the existing and the proposed system structure of aviation safety will be drawn-up with the aim of optimising the project's outcomes. To match this demand the scope is the following: 1. Further theoretical and conceptual development of the active safety principle and formation of theoretical models to analyse the limits of the principle's applicability 2. Research and development of basic fault tolerant hardware element s for the on-board part of the active safety system 3. Concepts, design and development of a resilient system software core for the active safety system In terms of the system software the main characteristics of ONBASS will be extremely high reliability, fault tolerant concurrency, recoverability of processed data, support mechanisms for real time fault detection, system reconfiguration in case of hardware fault or degradation, high performance and hard real time scheduling. In terms of system hardware the mai
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 'Evolution and operation of EU Open Research Repository in Zenodo' (2021-2027) under Horizon Europe.

assistant: **Objectives**

The HORIZON-ZEN+ project aims to advance the EU Open Research Repository (EOR Repository) on Zenodo, a key enabler of the European Commission’s Open Science policy. Building on the success of the HORIZON-ZEN project (2023–2025), HORIZON-ZEN+ enhances the repository’s ability to support FAIR (Findable, Accessible, Interoperable, and Reusable) and AI-ready research outputs. The project addresses two strategic challenges: enabling cost-effective, scalable data curation, and facilitating the discovery and reuse of high-quality datasets across disciplines for AI applications. To this end, the project will integrate AI-assisted curation tools, advanced metadata validation, and automated support workflows; improve deposit and discovery interfaces with support for AI-specific metadata and data packaging standards; and deepen interoperability with the EOSC EU Node and Open Research Europe platform. By embedding these enhancements directly in Zenodo and its open-source platform InvenioRDM, HORIZON-ZEN+ ensures broad uptake and long-term sustainability, strengthening Europe’s open science infrastructure and supporting researchers in meeting FAIR and AI-readiness mandates.


**Keywords:** Open Science, FAIR, AI-ready, EU Open Research Repository, Zenodo, Policy implementation