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 'Expected Impact' section for the project 'A 1mwe biomass fluidized bed Gasifier power plant with catalytic conversion of tars' (BIO-GASCAT-POWER), addressing dissemination and exploitation.

assistant: **Impact**

The overall objective of this project is to support the realisation of Bioenergy in the EU by demonstrating an innovative technology which can be applied for the medium scale applications (0.5 - 5MWe) for which a very large market is known to exist. The project will also have a significant effect on the socio-economic aspects of sustainable development and will be assisting the EU towards meeting its Kyoto obligations.More in particular the project will demonstrate the efficient gasification of biomass residues to a fuel gas, the innovative and efficient catalytic conversion of tars, the continuous and stable combustion of the clean fuel gas in a gas engine/generator of nominal rating of 1MWe, the operational reliability of the complete plant and significantly lower environmental impact compared to fossil fuels. Also, the project will solve a major environmental & disposal problem concerning biomass residues which is faced by numerous local authorities in the regions of the EU.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Thematic network on extended enterprises' (1998-2002).

assistant: **Innovation**

The network will bring together industrial and academic partners with proven experience in the development of methodologies and tools to support Extended Enterprises. The network will integrate and build upon this expertise through workshops, conferences and modern methods of dissemination and knowledge transfer including web-based. New topics and projects will be added to the network, which will have the responsibility of integrating the many ideas into a thoroughly holistic approach. The network will facilitate important interfaces: between industry and the European Commission, between research and implementation and between the harder technological developments and business and organisational issues. The 4 workshops and 2 international conferences will focus the work of the network, producing documents on the Extended Enterprise for wide dissemination.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Intuitive Self-Inspection Techniques using Augmented Reality for construction, refurbishment and maintenance of energy-efficient buildings made of prefabricated components'.

assistant: **Innovation**

NEED FOR INNOVATION: The critical mass of Energy-efficient Buildings (EeB) in Europe by 2020 will be achieved through sustainable industrialisation of high-performance architectural, structural and building-service components. However, realising the targeted performance in design is hampered by critical shortcomings during on-site construction and refurbishment that cause a lower built-quality and sub-optimal energy-saving in the building lifecycle. OBJECTIVE OF THE PROJECT: INSITER aims to eliminate the gaps in quality and energy-performance between design and realisation of energy-efficient buildings based on prefabricated components. The key innovation of INSITER is the intuitive and cost-effective Augmented Reality that connects the virtual model and the physical building in real-time. INSITER will develop a new methodology for self-instruction and self-inspection by construction workers, subcontractors, component suppliers, and other stakeholders during on-site working processes, supported by a coherent set of hardware and software tools. HOW THE OBJECTIVE WILL BE ACHIEVED: INSITER will substantially enhance the functionalities and capabilities of measurement and diagnostic instruments (like portable 3D laser scanners, thermal imaging cameras, acoustic and vibration detectors, real-time sensors) by means of a smart Application Programming Interface (API) and data integration with a cloud-based Building Information Model (BIM). The triangulation of Geospatial Information, Global and Indoor Positioning Systems (GIS, GPS, IPS) will support accurate and comprehensive Virtual and Augmented Reality (VR and AR). RELEVANCE TO THE WORK PROGRAMME: Through new self-inspection techniques, INSITER will fully leverage the energy-efficiency potentials of buildings based on prefab
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 'Autonomous slicing machine for radioactive pipes' under Fourth Framework.

assistant: **Concept**

One of the main concern of nuclear electricity producer units is the dismantling of nuclear plants which exploitation arrives or may arrive at end soon (exploitation duration lasts about 25 years). This problem is all the more important that most nuclear plant in Europe has to be stopped and dismantled during near future. The dismantling requires therefore to control radioactive contamination degree of humans, equipments and environment during this process in order to reduce at best contamination risks. Mainly, the aim of dismantling task is to take apart auxiliary pipes of the reactor. These pipes have a diameter between 10mm and 200mm and their lenght may reach 30 kilometers. For the present, no automated solution exists to ensure the safety of the staff carrying out dismantlings and with respect for the environment. During dismantling, pipes have to be cut into sections of about 0,5m long to be set into concrete stocks and allow their carrying by trucks or by railways towards reprocessing plants or stockpillings places. This process leads to many technically complex problems especially concerning the chip and radioactive waste managements coming from cutting operations. To provide a solution to this problem the AUTOSLICER project has as for main goal the prototype integration of an operational radioactive pipes cutting system including stockings for nuclear plants in order to be used in dismantling tasks currently performed by human workers. This study will take into account safety parameter for people and environment.
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 'Form-Independent Semantics for Natural Language Understanding' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The project addresses the most important open problem in NLP, to develop a robust semantics that is invariant across different linguistic forms within a language and across languages, and embodies aspects of common-sense knowledge.  It will be derived by machine-learning from machine-reading of vast amounts of text, using an existing state-of-the-art wide-coverage CCG semantic parser developed under previous ERC funding to the PI, initially to build traditional semantic analyses of sentences relating named entities.Patterns of entailment across semantic expressions relating the same named entities will be then detected across other entities of the same types, to construct directed entailment graphs. Cliques within the graphs constitute paraphrases, and can be collapsed to a single cluster identifier.  The paraphrase-clustered entailment graph can then be used to redefine the semantics delivered by the parser as conjunctions of entailed paraphrase clusters, to make it invariant under paraphrase and common-sense entailment, yet compatible with a traditional logical operator semantics.  The semantics will be extended to a wide range of logical operators, including tense, modality, aspect, and voice, and to implicative and evidential verbs, light verbs, multi-word expressions, and idioms. The method will be applied to semantic parsing, machine translation, knowledge-graph query, and the construction of large knowledge graphs or semantic nets from text, using spreading activation to limit growth in costs of updating and querying the knowledge graph.In the later stages of the project, the paraphrase-clustered entailment semantics will form the bassi for an incremental semantic parser, using a novel shift-reduce architecture proposed for CCG by the PI in 2000, guided by a mode
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 'Exploring fungal pathogens within unexplored microbial networks' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Fellows4Fungi is a prestigious international postdoctoral programme addressing the urgent global health challenge of fungal infections. Hosted by the Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute (LEIBNIZ-HKI) in Jena, Germany, the programme will recruit 12 top-tier researchers through two calls, offering 36-month fellowships that combine research freedom with structured, interdisciplinary training.LEIBNIZ-HKI is Germany’s only academic centre dedicated to human-pathogenic fungi and a global leader in antifungal research and natural product discovery. Fellows will carry out pioneering work across six strategic research areas, ranging from AI-driven drug discovery and fungal pathogenesis to microbiome modelling and epigenetics. The programme’s scientific mission directly addresses the World Health Organization’s (WHO) call to action on fungal pathogens such as Aspergillus fumigatus and Candida albicans, which are rising in clinical relevance due to increasing antifungal resistance.Fellows4Fungi offers access to cutting-edge infrastructure – including robotics platforms, high-performance computing, and a unique microbial strain collection -alongside secondments and mentoring with 18 leading academic, clinical, and biotech partners in 7 countries. The programme combines scientific excellence with a strong commitment to open science, equality, and responsible research, supporting fellows with competitive salaries, personalised career development, and an inclusive research environment. Fellows4Fungi will train the next generation of leaders to bridge innovation gaps and drive advances in antifungal therapy, diagnostics, and data-driven healthcare solutions.


**Keywords:** Fungal Infections, Microbial Ecosystems, novel antifungal
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 Seventh Framework proposal on 'GraphenE-orgaNIc hybrid architectures for organic electronics: a mUltiSite training action'.

assistant: **Innovation**

GENIUS aims at offering highest-quality supra-sectoral and cross-disciplinary training to a pool of promising young researchers, in an area at the interface between Supramolecular Chemistry, Materials- and Nano-Science, Physics and Electrical Engineering. GENIUS appointees will be trained in lecture courses, dedicated schools and workshops, and through an ambitious and carefully planned research activity that benefits both from the expertise of world-leading PIs with remarkable track records in both training and research. GENIUS is designed to generate new scientific and technological knowledge on the production, processing and characterization of graphene based supramolecular architectures, taking advantage of the outstanding physical and electronic properties of graphene. We are particularly interested in developing and studying a new graphene-organic hybrid material (GOH) for applications in microelectronics; the new material proposed, while maintaining the excellent properties of classical graphene, will have improved processability in solution, chemical functionalization and tunable optoelectronic properties.We will use supramolecular interactions to cover single graphene sheets with polycyclic aromatic hydrocarbon molecules, i.e. nano-graphenes (NG), which are composed of i) an aromatic core able to interact strongly with graphene, and ii) flexible side chains to provide solubility in organic solvents. NGs adsorb reversibly on graphene by pi-pi interactions, forming ordered adlayers on its surface with pre-programmed molecule spacing and orientation, ultimately modulating the electronic properties of the GOH.The interaction of NG and graphene will be studied at macroscopic scale by optical, Raman and current-voltage spectroscopy, and at molecular and microscopic s
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Homomorphic Encryption Applications and Technology'.

assistant: **Innovation**

Homomorphic cryptography offers the tantalizing goal of being able to process sensitive information in encrypted form, without needing to compromise on the privacy and security of the citizens and organizations that provide the input data.The HEAT proposal brings together Europe's leading researchers on homomorphic cryptography (KU LEUVEN, UNIVBRIS and UL), with the leading expertise on lattice based cryptanalysis (UPMC), and three industrial partners with existing interests in the field (CRX, NXP and Thales UK). The goal of HEAT is to produce a step change in the efficiency and applicability of this technology. The proposal leverages existing ground breaking research in Europe, and links this with three industrially contributed case studies as a way of grounding the research in practical issues. The case studies proposed by the industrial partners consist of smart grid, statistical analysis to automate the detection of organized crime and shared satellite infrastructure applications.The project will focus on Somewhat Homomorphic Encryption (SHE). Not only is this a stepping stone on the way to Fully Homomorphic Encryption, the partners also believe that SHE is a useful cryptographic tool in its own right. We aim to demonstrate this applicability via our three case studies.Motivated by the three case studies the project will examine new design and implementation techniques for homomorphic cryptography, as well as a thorough security analysis. The security analysis is likely to have wider applicability due to the linkage with post-quantum cryptographic systems based on lattices. The proposed outputs of HEAT are an open source software library to support applications that wish to use homomorphic cryptography. The results of the HEAT project will be highly beneficial to Eu
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 'Enabling the transition to 3D digital pathology'.

assistant: **Concept**

Histopathology is a century-old standard for the diagnosis of cancer and other diseases, and for the choice of personalized treatments. Despite its paramount importance for clinical practice, this method is still limited to the analysis of thin slices, presenting a 2D view of the intrinsically 3D structure of biological tissue. Current histopathology practice poses the risk of severely undersampling relevant tissue features: indeed, a growing amount of data demonstrates that traditional 2D analysis produces inconsistent and unreliable results that may have important implications in treatment choice and other clinical decisions.Despite the compelling evidence of the clinical benefits of volumetric tissue analysis, clinical practice is still anchored to 2D imaging. A transition towards 3D inspection would be a quantum leap in the histopathology field but has been prevented hitherto because of technical limitations. Indeed, light-sheet fluorescence microscopy (LSFM) has been hailed in the last decades as a game changer in the field. However, LSFM-based solutions have profound limitations in terms of throughput, reliability and scalability that prevent their use outside specialised research labs. In 3DPATH, we want to leverage several key innovations in LSFM and data analysis technology – developed in previous research projects – to develop a 3D tissue scanner suitable for clinical use. The success of this project will revolutionize histopathology leading to more accurate diagnosis, improving quality of care for patients all over the world, and bringing Europe at the forefront of diagnostic technologies.


**Keywords:** 3D pathology, Light-sheet Fluorescence Microscopy, Cancer diagnostics
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Climate Change Effects on Education and the Role of Nature-Based Solutions in Mitigation' (EduClimate).

assistant: **Innovation**

EduClimate aims to address the critical and underexplored issue of how rising temperatures, a consequence of climate change, impact educational outcomes in Europe. The primary objective is to quantitatively evaluate the effects of increasing temperatures on student performance across various educational systems, utilizing large-scale datasets from international assessments such as PISA, TIMSS, and PIRLS, integrated with high-resolution climate data from the ERA-5 reanalysis. The secondary objective is to explore and prioritize Nature-Based Solutions (NBS) as sustainable strategies to mitigate the negative impacts of climate change on educational environments. By employing advanced methodologies, including machine learning, GIS technology, and IoT sensors, EduClimate will model the relationship between temperature anomalies and educational outcomes, and assess the efficacy of NBS interventions. The project is highly relevant to the Horizon Europe work programme as it addresses the intersection of climate resilience and educational sustainability, offering actionable insights for policymakers, educators, and urban planners. EduClimate will fill a significant gap in current research, providing robust data-driven strategies to enhance the resilience of educational systems to climate change, ultimately contributing to the development of more equitable and sustainable societies.


**Keywords:** Climate change and Education, Environmental Education, Educational Sustainability, Human Development, Nature-based Solutions
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 'Benchmarking of Water Supply and Sanitation services in the NIS preparatory phase' (WATERBENCH-1).

assistant: **Concept**

The severe deterioration of the water supply and sanitation services in the Newly Independent States of Eastern Europe, Caucasus and Central Asia (NIS) results from a long period of under-investment. This is why sustainable financing is the driver of the municipal reform that has been engaged by national and local authorities in most countries of that region. An appropriate set of benchmarking indicators is a pre-requisite for sound financial decision-making and for evaluation purposes. It is also a key to improving local governance practices. Sustainable water financing is also the priority of the EU Water Initiative for the NIS, presented at the 3rd World Water Forum in Kyoto (March 2003). In the framework of the Environmental Action Programme Task Force, co-chaired by the EC and the OECD, the collection and analysis of performance data has been initiated for Russia and 7 other NIS.This process needs to be strengthened and extended, taking into account in particular the experience of the accession countries of central Europe. The indicators must be critically assessed with regard to their reliability and relevance in the various regional and operational contexts. Furthermore, this benchmarking set can be developed into a financial decision-making assistance tool. This development is the main objective of an envisaged subsequent research initiative. In this perspective, the preparatory (SSA) phase aims at:- Taking stock of the benchmarking practice in the water sector, in the NIS, accession countries, the EU and other regions;- Carrying out a cross-sector analysis of benchmarking models, with specific attention dedicated to Environmental, Sanitary and Service Quality indicators.