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: Draft an executive summary for the EU project 'Deep Reinforcement Learning for Control of Wave Energy Converters Integrated on Floating Offshore Wind Turbines' (DRIFT) targeting Horizon Europe.

assistant: **Abstract**

Offshore hybrid wind-wave energy systems that integrate floating offshore wind turbines (FOWTs) and wave energy converters (WECs) hold significant potential for cost reduction of renewable energy, crucial for energy security and climate neutrality of the EU. However, control of the integrated WECs on these hybrid systems is extremely challenging, due to their complex, multi-physics dynamics under variable ocean conditions. Existing control approaches all face a fundamental dilemma between model accuracy and control optimality: empirical control can be tuned against high-fidelity models but has few adjustable parameters, leading to suboptimality, while model-based optimal control can only employ a simplified model with significant inaccuracies. Consequently, system performance has been strictly limited. DRIFT aims to embed AI to develop a definitive control framework for hybrid wind-wave energy systems, to completely solve the dilemma. First, a high-fidelity numerical model with full aero-hydro-structural-mooring dynamics will be developed. Then, a deep reinforcement learning (DRL) controller will be trained directly on that model to improve platform stability and wave energy generation. Further, a robust model predictive control (MPC) layer will be designed to act as a safety shield to enforce operational constraints. This control strategy will simultaneously ensure effectiveness (reducing 30% platform motion and increasing 25% wave energy capture), safety (guaranteed constraint satisfaction), and computational efficiency (>100 Hz control frequency on industrial embedded controllers), and will be validated in hardware-in-the-loop experiments. The project builds on the applicant and the main supervisor’s strong research foundation in control of offshore renewable energy
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Carbon dioxide utilisation as a soft oxidant in alkene production'.

assistant: **Objectives**

The idea is to bring to pre-commercial stage a highly effective, economically feasible catalyst for the production of alkenes,while simultaneously utilizing CO2 as a soft oxidant, developed under the ERC Advanced Grant –‘After the Goldrush’ (ERC-2011-AdG-291319). Initial studies have identified novel catalysts that can be used for formation of propene from propane using CO2 as an oxidant. This has significant societal, environmental and economic benefits, as it makes the commercialisation of the oxidative dehydrogenation process more attractive over the current industrial routes for formation of alkenes, such as steam cracking and steam-activated reforming.The objectives of the project are to apply the principles learnt from the study of the catalytic transformation of alkanes into alkenes to produce a new generation of more stable catalysts that are cost-effective for use in large scale manufacturing processes. From the ERC work it has been discovered that by designing a catalyst for efficient use of CO2 as a mild oxidant for formation of alkenes, overall process efficiency can be increased significantly with a simultaneous decrease of use of precious metals. Thus a promising technological breakthroughhas been identified that offers the prospect of selective and efficient catalysts which use cost-effective metals.The two most important alkenes, ethene and propene, are considered as main pillars of the petrochemicals market, since they are the starting point for the production of many chemicals and polymers.
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 'Esf marine board', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Following the 1998 review of its initial three years of activities and its organisation, it was decided that the Marine Board should rapidly set up its new structure and prepare a three-year science work plan. These were discussed and approved at the Marine Board meeting on 11-12 September 1999. In accordance with its main objectives, which are forum, strategy, voice and synergy, the main contributions should be:1. Preparation of major strategic papers on newly emerging areas of marine science of European dimension.2. Coordination and cooperation between the marine research organisations and, where relevant, the development of common strategies.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Sixth Framework proposal for the project 'Projections of Polar Spaces'.

assistant: **Objectives**

In algebraic graph theory, the use of linear algebraic techniques applied to graphs consisting of vertices and edges, has been a major component in the study of strongly regular graphs; an area of modern mathematics which interests a wide variety of researchers.Finite geometry is the study of incidence structures with a finite number of points, lines, planes, etc. The most important ambient objects are projective spaces, affine spaces, and polar spaces.One of the dominant interests in recent times in finite geometry is in finding geometric models which yield strongly regular graphs and other important and related structures such as generalized quadrangles, (semi)partial geometries, and projective 2-weight codes.Since the 1970's, geometers have not only succeeded in finding such rich models from polar spaces, but have also derived characterization and classification results, which give greater insight into this phenomena.One of the central themes of this project is to introduce new techniques in order to complete these results and in particular to study the geometries arising from projecting a polar space embedded in a projective space onto a hyperplane of that space. The goal is to prove theorems in the same spirit as the ones that are known in the literature regarding a similar projection of generalized quadrangles.Development of new techniques will be necessary, and in particular the use of group theory, the mathematical study of symmetry, will be utilised. Also included in this study is an investigation into embeddings of (semi)partial geometries into affine spaces, begun in the works of De Clerck, Delanote, De Winter, and De Feyter.
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 'Analysis of Arabidopsis hybrid incompatibilities' (2007-2013) under Seventh Framework.

assistant: **Objectives**

While the discovery of hybrid vigor was one of the most important breakthroughs in modern agriculture, failure of many wide crosses limits the beneficial traits that can be introduced into crops. My goal is to understand the molecular and biochemical basis of hybrid incompatibility within, and also between, species. My first focus will be to characterize a particularly interesting incompatibility (identified in the laboratory of Prof. Weigel), in which offspring develop ectopic outgrowths (tumoring) on leaf petioles. The model will be a cross between two Arabidopsis thaliana accessions (strains) from Spain and Tajikistan. Preliminary results suggest that this example of severe negative epistasis is caused by an interaction between two alleles of a disease resistance (R) protein. Once confirmed, I will characterize the interaction at the protein level by domain-swapping and mutagenesis to determine the biochemical mechanisms of the deleterious interaction. A second, more speculative focus will be to assess the effect of intra- and inter-specific hybrid formation on genomic regulation through RNA silencing. I will do this by deep sequencing of the sRNA and transcriptome complements of intra- and inter-specific hybrids in the Arabidopsis genus. The resultant data will be analysed for occurrence of novel sRNAs in hybrid progeny, correlating with down regulation of transcription from the cognate genes or vice versa. Further experiments will be decided on the basis of these initial results and are anticipated to include profiling of DNA methylation at genomic intervals of interest, and analysis of the effects of knock down of RNA silencing pathways on hybrid formation and gene regulation. The two aspects of the proposed work are linked in that they aim to further understandin
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 'Datafication, Media and Democracy: Transformation of news work in datafied society' (DataMeDe), addressing dissemination and exploitation.

assistant: **Impact**

DataMeDe – Datafication, Media and Democracy is MSCA IF Proposal aimed at examining the journalism datafication, from a comprehensive and multilayered perspective. Objective of DataMeDe is to advance our knowledge about the role of audience datafication in transforming news-work. From one point of view, audience datafication leads to production of content that attracts audience, regardless of the informative, citizen value of news. From the other, it improves connection between journalist and audience, strengthening financial base of news-work. Existing scholarship is characterized by great conceptual divergence, conclusions mostly based on perceptions of journalists or editors, and largely unquestioned belief that audience datafication is closing the ‘news gap’ between journalists and news users. Borrowing from sociology of news, hierarchy-of-influences, and audience studies, DataMeDe will advance the concept of datafied journalism, by conducting research at four interrelated levels: 1) individual journalist 2) newsroom structures 3) inter-organizational 4) reception level. DataMeDe will use mixed methods approach, combining ethnographic observation and interviews at first three levels, and survey with audience. Such multilayered perspective will allow DataMeDe to: a) identify factors that influence differences in comprehension and utilization of audience data by journalists, editors, mangers, media-tech workers b) explore the gap between actual, and audience news preferences re-constructed by audience data. By shedding light on disconnections of journalism practice with executive decisions and audience preferences, DataMeDe will provide research-based evidence to inform policy debates about audience privacy and data-tracking, digital media literacy campaigns, media in
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 'Thin films of monomeric and polymeric liquid crystals - electro-optics, non-linear optics, and aligning properties' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Research objectives and content The research project aims at a general study of thin ordered films of monomeric and polymeric liquid crystals. Thin films of lyotropic and thermotropic liquid crystals will be deposited and used as aligning layers in liquid crystal (LC) cells. The electro-optical and the alignlng properties will be studied. A systematic study on the deposition of thin films of photo-reactive LC:s and ferroelectric LC:s will be done. The films will be characterised by non-linear optics, quartz crystal microbalance and atomic force microscopy. The possibility of using thin ordered films of ferroelectric liquid crystals in wavequide devices will also be investigated. Training contenl (objective, benefit and cxpected impact) The applicant expects to enlarge her knowledge of liquid crystals, from both the experimental and the theoretical point of view. She expects to receive a considerable training in the fabrication and the investigation of LC thin films and LC cells. They are completely new to the applicant, and thus are expected to have a very benefical impact on the scientific training of the applicant. Links with industry / Industrial relevance (22) The host institution has ongoing industrial collaboration with | FLC Optics Ltd, Celsius Tech Ltd, and ESA in the subject area of the project of the applicant.
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 'Unveiling expectancy neuronal coding in the cerebral cortex induced by naturalistic tactile stimuli' (Expectancy), addressing dissemination and exploitation.

assistant: **Impact**

Expectancy is a major function of the nervous system that prepares the organism to react in a meaningful way to sensory stimulation. Depending on local statistics of patterned sensory stimuli, the nervous system shows preparedness for expected inputs. This allows to respond or not in a short time window by taking into account recent presentations of a similar sensory context. In order to gain insight into the underlying neural coding, I propose to use the vibrissal system of the rat applying controlled sensory inputs. The vibrissal system contains an array of specialized vibrissae as the input stage of an extremely sensitive tactile system. Significant innovation will be the use of a stimulation matrix allowing independent deflection of 24 vibrissae. This novel tool will help to generate short-term expectancies by introducing complex and precisely timed specific sensory inputs. I propose to combine in vivo intracellular and multi-unit extracellular recordings in the primary somatosensory cortex (SI) with multi-whisker stimulation. I hypothesize that neural information coding is shaped by the statistics of the time-varying vibrissa contacts. The ability to generate expectancy signals will be compared for repetitive contacts as with natural objects and un-natural sequences to which the system is not preadapted. In addition to the common lightly anesthetized rat preparation, I propose to develop a novel design to record from awake animals. Furthermore, I will assess expectancy using dynamical systems techniques by modeling this process as forced coupled nonlinear oscillators. The proposed project will elucidate how natural tactile patterns are encoded in SI through a comprehensive approach including electrophysiology, sophisticated tactile stimulation and dynamical modelin
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 'Theoretical studies on the functionalisation of metal surfaces with organic and biological complexes under electrochemical conditions' (THEOFUN).

assistant: **Innovation**

The aim of this project is to understand the mechanisms behind the functionalisation of metal surfaces with organic and biologicalcomplexes under realistic electrochemical conditions. Focusing on low-index surfaces of gold and platinum, which are also theelectrodes in corresponding experiments, we will use a series of theoretical methods applicable for different time- and lengthsscalesto investigate the geometry and electronic properties of different complexes attached to these electrodes as function of thesurrounding (e.g. electrolyte) and the environmental conditions: temperature, pressure/concentrations, and electrode potential. Ascomplexes we will consider small organic molecules such as 4-mercaptopyridine, 4-ATP, or alkane-chains of variable length, aswell as biological complexes, i.e. DNA-sequences.Within the first step we will establish a deeper understanding of how these complexes interact with the metal electrodes and howadlayer structures can be manipulated by applying specific temperature, pressure, or potential-conditions. Since the intermolecularinteractions are rather weak, the presence of the external electrode potential could lead to drastic changes of the interfacialmorphology. In this respect, particular attention will be spend to the highly-reversible folding and unfolding of DNA-sequences,which has recently had been realized experimentally.Based on thus functionalized electrode surfaces, we will investigate their potential as templates for growing nanoparticles ofdesired size and shape, which would allow for bridging the gap between well-defined single crystal surfaces and nanoparticles. Itis now a matter of establishing the predictive capacity for these methods, an expansive process that itself will open new doors ofresearch.
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 'Young European Arena of Research - 2010' (YEAR-2010) under Seventh Framework.

assistant: **Objectives**

This is a proposal for an early-stage research student competition – a kind of Transport Research ‘Olympics’ – to complement the goals of the Transport Research Arena conference, TRA, in Brussels in 2010. The goal is to stimulate interest among young researchers in the conference and contribute to establishing it as the premier Transport event in the world. This activity will directly support the TRA event and reinforce its profile as a major European and internationally important conference. At the same time it will strengthen European research in surface transport by promoting collaboration and inter-disciplinarity and be recognising and rewarding excellence.The YEAR competition will be in two stages. In the first stage, up to about 600 students will submit abstracts, clearly specifying the deliverables and practical outputs of their research. There will be a network of about 80 judges, experts in surface transporation research, to encourage a wide participation from all over Europe. The abstracts will be hosted on a website which will constitute a showcase of early stage research in Europe. There will be about 6 categories, four for research which tracks, as far as possible, the core areas of the TRA conference a fifth ‘future vision’ category and a sixth 'inter-disciplinary' category which promotes the linking of pure science, socio-economics and applied science. In the second stage, about 50 finalists will be brought to the TRA-2010 conference to present their work in the form of posters and other displays. There will be gold, silver and bronze medals for each of the 6 categories and winners will be featured prominently at the conference to stimulate interest among delegates, journalists and the general public. The exhibition will be in a prominent area to encourag
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 'INVESTIGATING THE IMPACT OF NUTRITIONAL METABOLISM ON DNA DAMAGE REPAIR IN CANCER' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Preclinical and epidemiological studies indicate that some dietary patterns, such as high-fat diet (HFD), are associated with increased risk for many cancers, including prostate cancer (PCa). However, our mechanistic understanding of the link between diet and cancer remains limited. To help deconvolute the connection between nutrition and tumorigenesis, METAREPAIR will investigate the role of genomic instability in mediating the effect of nutritional metabolism on PCa aggressiveness. I hypothesize that the oncogenicity of ‘HFD-like’ diets is in part due to a diet-induced erosion of DNA repair capacity caused by altered epigenetic and epitranscriptomic landscapes. Based on enticing preliminary data indicating that diet-dependent alterations of one carbon metabolites can impact DNA damage repair efficacy and DNA repair-pathway choice, I present a model whereby changes in nutritional metabolism affect the activity of writers and erasers of histone and RNA methylation marks and consequently impair their role in orchestrating DNA damage repair. I will test this model by manipulating in vitro the levels of key metabolites and then use an innovative experimental toolkit to assess the dynamics of DNA repair in PCa cells. The effect of metabolic manipulation onto DNA repair will be studied through the mechanistic lens of RNA and histone methylation. This diet-DNA damage link will be tested in vivo as a tool for precision nutrition intervention to sensitize PCa tumours to DNA-damaging therapies. The findings of METAREPAIR could unveil a yet-unexplored link between metabolic perturbations and genomic stability, with far reaching implications at fundamental as well as translational level. By allowing me to deliver innovative science in both the applied and basic aspects of DNA repa