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 the specific objectives and expected outcomes for 'Post-National Reconceptions of European Literary History: A Mixed-Method Approach to a Late Medieval Text Tradition' in the context of a Horizon Europe call.

assistant: **Objectives**

The study of pan-European medieval literature faces two significant problems. The first is so obvious that it is rarely given much thought: only a fraction of the texts created in this period have survived. The second problem is similarly easy to overlook when working on any one text, which is that the content and reception history of those texts that do survive are usually studied separately within the national philologies, whose linguistic and cultural borders make it difficult to gain insights into the broader patterns of creation, dissemination, and reception arising out of these fragments of cross-regional text traditions. At the same time, the linguistic and temporal limitations of analogue study make it all but impossible to gain a comprehensive overview of text traditions spanning different languages and large numbers of text versions.The interdisciplinary Post-REALM project will combine digital analysis with close reading and study of material context in order to focus on 26 versions of the late medieval pan-European 'Floire and Blancheflor' narrative. Drawing on a broad range of analogue and digital forms of analysis, we will develop and refine a new mixed-method template for how to approach widespread cross-lingual text traditions from the past. The aim of the project is not simply to create an entirely new understanding of how this popular late medieval narrative was written, adapted, and disseminated across different regions of Western Europe, but to inspire a step change in how the study of medieval literature is approached. Doing so will provide new conceptual frameworks and resource formats within which to relate the different surviving versions of historical text traditions to each other and new ways of understanding and visualising their contents, mate
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 'Spoken dialog management that combines corpus-based statistical learning and reinforcement learning with a constraint-based core'.

assistant: **Innovation**

Spoken dialog systems (SDS) have made great progress over the last 10 years. Their use has become wide-spread in many areas, especially call center automation, but also for interacting with car- based dialog systems or robots, for example. Despite this progress, significant challenges remain: human-machine communication is in practice quite different from human-human communication.We will address dialog management, a core task for spoken dialog systems that deals with making an action decision, and extend the approach to include language understanding and generation in a complete spoken dialog system. The objective of CoreDial project is to provide a constructive proof that corpus-based statistical methods can be combined with reinforcement learning for dialog management. Both methods will be used as (re)ranking methods for lexically realized dialog moves that are generated by a constraint-based, overgenerating core system. This involves several components (and thus sub-goals/objectives):a) Constraint-based core dialog manager and generator using syntactic mechanisms to produce lexically realized dialog moves,b) Corpus-based statistical ranker employing a novel dialog language model that uses methods from statistical machine translation,c) Reinforcement Learning based (re)-ranker to optimize the overall dialog and in particular handle noise, e.g. deciding about clarification questions,d) Dialog system architecture and statistical model combination to integrate the components.This system and its evaluation will be the main result of the project.The Reintegration Grant will allow the applicant to integrate himself into the host organization, maintain links to the current Marie Curie host, and prepare himself for his future professional development.
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 executive summary for the EU project 'Management business administration toolbox' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

The increasing worldwide competition between European industry and Asian and American opponents will be furthermore dramatically intensified. A fact which forces companies to redesign their processes. Reengineering is the radical redesign of business processes to achieve major gains in cost, service, or time. To realise a successful change of working processes, an integration of communication and information technologies opens new possibilities. To secure the wide dissemination of these new technologies it is necessary to build up a European-wide network of support centres consisting of different business schools and industrial training centres. Within an international environment the industrial users, especially multinational SMEs, can profit by a business oriented experience transfer of partner organisations sited in several European countries.The objective of this project is to create a network of TBP support centres as an accompanying measure for RTD work under the Esprit programme. This network will consist of established business schools and industrial competence centres of several European countries, each of which have a long tradition in training state of the art technologies and best business practices, with a very close link to industrial organisations. The aim of this network is to enhance the dissemination of IT-products, services and systems. Most of these IT-products are results of other European research projects, such as CIMple, C-BAT, BIDPREP, COMPASS, and many others. Each member of the network disposes of a large staff of experts working on actual topics attached to business process reengineering, adapted to the individual features of each country.The scope of the project is a complete programme to assist industrial organisations by providing training
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 'Enabling Positive Tipping Points towards clean-energy transitions in Coal and Carbon Intensive Regions' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Why at one or several points in time do Coal and Carbon Intensive Regions (CCIR) flip into fundamentally different development trajectories and embrace clean-energy transformations? TIPPING+ will focus on the critical concept of Social-Ecological Tipping Points (SETPs) to inquire how a much more robust scientific understanding of the socioeconomic, psychological, cultural, gender and political processes leading to SETPs can be used to support clean-energy transitions in CCIR or prevent catastrophic or undesirable outcomes in other ones (e.g. populism and anti-democratic attitudes). TIPPING+ will carry out empirical analyses and advance the state-of-the-art on both negative and positive tipping points. However, a main focus of TIPPING+ will concern the participatory co-production of knowledge on the driving forces and deliberate tipping interventions for positive tipping points toward energy transitions in European CCIR. A typology based on at least 20 regional case studies will be generated with an early engagement of key practitioners examining: 1) New trends, changes and impacts of energy transitions on demographic structures and geographical distribution patterns in gender, migration and youth 2) Community, gender and psychological factors related to energy transitions 3) Policy interventions and governance factors 4) Economic transformations on employment, distributional welfare and energy and natural resources. TIPPING+ builds on the latest social science applied to Transition Theory (Tàbara et al, 2019) which shows that enabling deliberate positive tipping points in development trajectories depend on: a) Collective visions and narratives which frame and provide actionable meaning b) The kinds of transformative capacities to achieve these visions and c) Key strateg
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 'Novel in vitro testing platforms based on intra-and extracellular sensing' to be submitted under Fifth Framework.

assistant: **Abstract**

The goal of the project is to develop new in-vitro platforms for pharmaceutical screening based on animal or human cells grown on microelectrode arrays enabling simultaneous monitoring of extra- and intracellular levels of key metabolites (e.g., NO and super oxide) by using optic- electrochemical techniques. By individually addressing the electrodes of the arrays the toxicity of bio medically relevant substances can be studied with increased spatial resolution and without disturbing the living cells. The proposed in-vitro testing platforms address development of high throughput screening for detecting toxicity and development of in-vitro toxicity tests for assessing local toxicity and toxicology-toxicology. By bringing together modern technologies a novel integrated generic measurement platform will be developed to monitor metabolites in cultured cell lines and primary cells, vital for rapid drug discovery.
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 'Solar Cells-Inspired Inorganic Semiconductor Synaptic Systems for Low Energy Edge Computing and Visual Learning' in the context of a Horizon Europe call.

assistant: **Objectives**

The rapidly expanding field of artificial intelligence (AI) and machine learning exposes the limitations of conventional Von Neumann architecture. Neuromorphic computing, inspired by the highly energy efficient functionning of the brain, has emerged as a solution for efficient unsupervised learning, particularly relevant qith the advent of edge computing and visual computing applications. Solar cell-inspired materials, offering persistent photoconductivity allowing to simulate  synaptic plasticity, have the potential to revolutionise neuromorphic visual computing. The SOLIS project forms an international consortium of experts from photovoltaics and materials science to explore inorganic thin film materials' potential as artificial visual synapses. These materials, tuneable and stable, promise reliable optically controlled MEMRISTORS suitable for diverse light intensities and wavelenghts. The collaboration, emphasising staff exchanges and transparent sharing of data, methods and persons, aims to reinforce our understanding, innovate with materials like 2D MXenes, and establish a shared framework for optoelectronic characterisation of visual synapses. The project aligns with Europe's objective to catch up in the field of AI and possibly become a leader in hardware-level machine learning, offering opportunities for scientists from Third Countries and EU countries alike. SOLIS will be an important milestone for EU research and the PV field as a whole, unlocking new applications for inorganic thin film materials and offering a paradigm shift toward visual computing and AI free from the constraints of current materials and architectures.


**Keywords:** Neuromorphic computing, Edge computing, Memristor, Photovoltaics, Thin Film, AI, Artificial Synapse
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 'RAPID DISCOVERY AND DEVELOPMENT OF ENZYMES FOR NOVEL AND GREENER CONSUMER PRODUCTS' (RADICALZ).

assistant: **Concept**

The application of enzymes in industrial processes is increasingly important to achieve the EU’s sustainability goals and strengthen the bioeconomy, replacing oil-based chemistry. However, enzymes still find hurdles for their industrial application: low success rates of discovery and engineering; tedious and expensive methods to explore diversity; and limited activity/stability in the final application.   RADICALZ assembles an interdisciplinary and intersectoral consortium to deliver faster, more versatile and more affordable tools for enzyme discovery and engineering, enabling the development of novel enzymes, new formulations and ingredients for more environment-friendly and healthier consumer products. This project will: i) develop new droplet microfluidic tools to find suitable enzymes for consumer products; ii) develop user-friendly software solutions based on machine learning (ML) for faster and more accurate enzyme engineering; iii) develop novel enzymes and bio-based, bio-catalytically synthesized ingredients for consumer products (glycosides, wash-enhancing enzymes, bio-based thickeners, natural antioxidants and fragrances); iv) develop bio-based, condition-responsive capsules for the protection and triggered release of enzymes and ingredients in the formulation of consumer products.  RADICALZ will reduce the average time for enzyme discovery and evolution to <4 weeks, access 10 bio-based ingredients to replace oil-based chemistry, reducing the environmental impact –supported in depth in ≥3 cases– across 3 different types of consumer products. RADICALZ assembles 6 leading European companies and 6 pioneer academic teams expert in enzyme discovery and evolution, biocatalysis, chemical engineering, microbiology, soft-matter physics and microfluidics. The planned 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Development of high throughput approaches to optimise the nutritional value of crops and crop-based foods' (DEVELONUTRI).

assistant: **Innovation**

Plant metabolites play a key role in human health and well-being, thus the improvement of nutritional composition in breeding programmes and the optimisation of nutrients in product formulations have become important targets. This degree of continued sophistication in vertically integrated food chains will lead to demands for analytical protocols which can monitor a wide range of nutrients and metabolites to accelerate breeding and to identify processes contributing to nutritional losses.The DEVELONUTRI consortium will develop and validate state-of-the-art and emerging technologies (NMR, GC-(ToF)-MSn, LC-MSn; FT-NMR; ICP; MALDI-ToF-MS; FT-MS; LC-NMR; LC-ECD) to identify a set of technologies and methodologies that can be deployed in crop improvement, production and processing platforms. The profiling approaches will be used to assess their added value in crop and crop-based food analysis using model species (tomato, potato, wheat), which are economically and socially important in Europe. Studies include traditionally bred and GM crops grown under a range of environmental conditions. Many samples will be derived from existing EU networks e.g. SAFEFOODS, EU-SOL, QLIF, providing added European value. Scientific outputs include improved chemical databases, standard operating procedures and databases, which facilitate the merging of data from a range of analytical approaches.The consortium will collaborate with SMEs in the practical assessment of raw and processed materials quality and to ensure knowledge transfer to policy makers, the commercial sector and consumers with regard to the value of the research outcomes in the evolution of food quality standards, The consortium includes participants with proven metabolomics expertise, including Bruker and the renown ed database
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 'Support to the chair of the ERC scientific council 2006-2007'.

assistant: **Concept**

In the light of the preparation of future European activities in investigator-driven frontier research, to be managed by a newly created European Research Council (ERC), the project aims at supporting and assisting the Chair of the ERC's Scientific Council (ScC) in his diverse responsibilities which include the achievement of efficient and effective functioning of the ScC, its integrated operation together with the ERC's dedicated implementation structure, and effective interfacing with the scientific community, other funding agencies and the political institutions of the European Union.The project will provide assistance ranging from secretarial tasks to development of policy papers related to the work of the Chair of the ERC Scientific Council for a period of 19 months (2006 - 2007). The project is hosted by Imperial College (UK) and includes the appointments of:- A Senior Associate, with the title Principal Research Fellow who will provide high level research support and backing for the Chairman;
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 'Application of Metal Oxide Semiconductors in Photocatalysis', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Recently, visible light photoredox catalysis has come to the focal point of the organic synthetic field and holds promise to use solar irradiation to establish important chemical bonds in the synthesis of complex organic molecules. However, most reports thus far use transition metal complexes based on rare and expensive iridium and ruthenium. In this Marie Curie proposal, metal oxide semiconductors (MOS) will be applied as abundant and cheap visible light photocatalysts to establish C-C and C-N linkages in organic molecules in batch and photomicroflow reactors. To extend their absorption to the visible light range, I will study the formation of so-called ligand-to-metal charge transfer (LMCT) complexes with different adsorbates/ligands covalently linked to the surface of the MOS. The effect of linkers, ligands, different organic solvents, concentrations, as well as reaction times will be studied in the formation of these complexes. The LMCT complexes will be fully characterized with spectroscopic techniques. Next, these new photocatalysts will be evaluated in valuable C-C and C-N forming organic reactions. Furthermore, mechanistic studies will be carried out to aid the discovery process and to further optimize the photocatalysts. Finally, the reactions will be carried out in continuous-flow reactors to increase the efficiency of the photocatalytic transformation. Hereto, a slurry Taylor flow regime will be used and a recycling strategy will be developed to efficiently reuse the photocatalyst. We will also use so-called Luminescent Solar Concentrator PhotoMicroreactors (LSC-PM) to enable the use of solar energy. During this fellowship, I aim to strengthen both my scientific and soft skills required to start an independent researcher career. In addition, I intend to expan
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 'HPV Pilot Action Indonesia', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

HPV is the world's most common Sexually Transmitted Disease (STD). Every year 233.000 affected women ideas a result of progressive HPV related disease. Current data suggests that this is due to a lack or diminished immune response against high-risk HPV types. Individuals who lack strong immunity may benefit from vaccination. In the world wide fight against HPV, a number of research centres are now developing(prophylactic) vaccines. LUMC and its EU-partners are one of the leading consortia. In this pilot action, Lucinda its counterparts in Indonesia (Jakarta and Bali) will run a clinical trial program in a study population of 200women to chart the percentage of individuals at risk for progressive HPV 16. For this reason the incidence ofHPV16, as well as the immune response to this HPV type will be established. For this purpose the feasibility of simple, low cost DTH-skin test to detect HPV-immune reactivity will be tested. Once the DTH-skin test proves tube useful for detecting protective immune responses against HPV 16 it becomes within reach of other developing countries and will be helpful in the selection of individuals in need of specific vaccination. The test results will be cross-examined in Leiden (NL) with the results of a 'mirror-study' taking place at the sometime in Holland. Furthermore, the results of both studies (Leiden and Indonesia) will be implemented in forthcoming vaccination study against HIVs this pilot action is to be incorporated in the running STD-education and prevention program of both local health centres, some basic education and training material on HPV will be developed for medical staff and target population.'