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 novelty, innovation potential and advance beyond the state of the art for 'Ultrafast intramolecular charge separation and solvation dynamics of donor- acceptor molecules in solution' (1994-1998).

assistant: **Innovation**

The aim of this proposal is the study of the dynamics of large organic and organometallic compounds which show a strong photoluminescence and a large Stoke's shift. After an initial excitation the systems present ultrafast processes of different nature and time scale from hundreds of femtoseconds to tens of nanoseconds. We plan to perform time resolved measurements on an ultrafast time scale (femtoseconds to picoseconds) applying both fluorescence up-conversion techniques and transient absorption methods. In particular our goal is to study the excited-state dynamics of large molecules (like DCM, DASPI, fluoroprobe, chelated d6 transition metal ions) in different solvents (polar and apolar liquids) and sol-gel glasses in order to test the main differences in intramolecular relaxation time between liquid and solid surroundings.
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 'Synaptic input mapping during cortical map plasticity' (2014-2020) targeting Horizon 2020.

assistant: **Abstract**

The rodent primary somatosensory cortex (S1) contains a malleable topographic map, in which cortical columns functionally represent individual facial whiskers. When all whiskers but two are trimmed, the cortical representations of the two spared whiskers partially fuse. This fusion is associated and possibly facilitated by an increase in NMDAR-mediated dendritic nonlinearities (plateau potentials) in L2/3 neurons, which are dependent on inputs from the higher-order posteromedial thalamic complex (POm). It has been shown that plateau potentials generated by these inputs can promote plasticity of sensory-related synaptic inputs. However, the spatiotemporal relationships between the plateau potential-generating POm and the sensory-related synaptic inputs on L2/3 neurons, and possible rearrangements therein during plasticity, are not understood. Recently developed genetically encoded glutamate indicators (GEGIs), which the fellow was involved in, have enabled the visualization of active excitatory inputs. Here, the fellow proposes a novel methodology (iMAC, Input Mapping of Active Connections), where she combines two state-of-the-art optogenetics and optophysiology tools. A presynaptic light-sensitive opsin will allow optical activation of ascending POm inputs, while a postsynaptic GEGI will allow the visualization, i.e. mapping of the activated synapses on L2/3 pyramidal neurons. First, the fellow will establish a proto-map of these higher-order thalamocortical excitatory inputs in an ex vivo preparation, followed by a proof of principle in vivo in the awake mouse. Second, the fellow will compare the POm-driven synaptic maps with those recruited by whisker sensory stimulation in vivo. Third, she will determine how these rearrange upon sensory deprivation.Altogether, this w
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 'UNravelling the socioeconomic and environmental Impacts of Circularity in Latin America' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

In UNravelling the socioeconomic and environmental Impacts of Circularity in Latin America (UNICA), I will explore the socioeconomic and environmental implications of a Latin America (LATAM) circularity transition, and its impact on the EU economy. Using my expertise in assessing global circularity, I will contribute to understanding the potential trade-offs of a circularity transition from a multiregional perspective, which provides essential information to enhance the implementation of circular strategies in the upcoming decade. UNICA will allow me to foster my career in two main ways: 1) I will become an expert in the circularity transition in the Global South, and its connections with high-income countries, and 2) I will be able to develop a hybrid career, where I will be able to contribute to academic and non-academic institutions simultaneously.


**Keywords:** sustainability quantitative assessment, industrial ecology, trade-offs analysis
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 'Problems in Extremal and Probabilistic Combinatorics'.

assistant: **Innovation**

Extremal and probabilistic combinatorics is a central and currently maybe the most active and fastest growing area in discrete mathematics. The field can be traced back to the work of Turán and it was established by Erdős through his fundamental contributions and his uncounted guiding questions. Since then it has grown into an important discipline with strong ties to other mathematical areas such as theoretical computer science, number theory, and ergodic theory.The PI proposes a variety of extremal problems for hypergraphs and for sparse random and pseudorandom graphs. The work for hypergraphs is motivated by Turán’s problem, maybe the most prominent open problem in the area. After solving an analogous question for graphs, Turán asked to determine the maximum cardinality of a set E of three-element subsets of a given n-element set V such that for any 4 elements of V at least one triple is missing in E. This innocent looking problem seems to be out of reach by our current methods and despite a great deal of effort over the last 70 years, our knowledge is still very limited.We suggest a variant of the problem by imposing additional restrictions on the distribution of the three-element subsets in E. These additional assumptions yield a finer control over the corresponding extremal problem. In fact, this leads to many interesting and hopefully more manageable subproblems, some of which were already considered by Erdős and Sós. We suggest a unifying framework for these problems and one of the main goals would be the development of new techniques for this type of problems. These additional assumptions on the hyperedge distribution are closely related to the theory of quasirandom discrete structures, which was pioneered by Szemerédi and became a central theme in the fie
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 'Improving knowledge on organised crime to develop a common European approach' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Despite forceful demand for a sound knowledge-based common European approach to combating organised crime, research on the matter is highly fragmented. The intention of the IKOC Project is to piece the fragments together and to introduce value added by means of a methodology which improves current knowledge in the field. This will facilitate the analysis of problems and the definition of variables, and in so doing respond to the demand for knowledge expressed by the European institutions and Member States. The project's aim is to increase quantitative and qualitative knowledge about OC (various groups and networks operating in the EU, modi operandi, dynamics of illicit markets). Acquiring such knowledge will entail devising a methodology which specifies indicators of the phenomena. The project sets itself five objectives:1. to develop knowledge and update existing information on OC in Europe;2. to evaluate the usefulness of the current framework of data sources and information sharing systems;3. to develop knowledge about the infiltration of legal markets by OC;4. to identify indicators and devise amethodology for measuring the volume of OC and assessing its impact at national and European levels;5.to run a pilot study intended to test the methodology on a specific crime area, i.e. international fraud. To achieve these objectives, the project will review the literature and analyse case-studies and information. The project's dissemination strategies will include three workshops addressed to the public and private sectors. Developing a knowledge-based methodology to test the feasibility of a common European approach to OC means furnishing instruments with which to anticipate, prevent and reduce crime, and also to achieve greater security for EU citizens, as required 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: Explain how 'RESILIENCE AND STABILITY IN DEVELOPING TOOLS FOR SUSTAINABLE FOREST MANAGEMENT AND RESTORATION' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The overall objective of RESTORE is to synthesize the knowledge of the biodiversity of pristine European boreal forests, available only in Russia, and bring it in use in European context. That will be done by combing the Russian knowledge and data from pristine boreal forests to that from managed boreal forests in Finland in order to estimate boreal forest ecosystem resilience and stability and develop tools for sustainable forest management (SFM) and restoration. The results are of crucial importance for EU and national policy makers, state forest managers, forest owners, conservationists and NGOs in both Europe and Russia. RESTORE covers 3 types of activities: research, development and dissemination. RESTORE first time estimates stability and resilience using biodiversity indicators for species groups, structures and processes of key importance for biodiversity. Natural disturbances (fires and windthrows) and felling treatments are considered as perturbations. Originality and innovative nature of the project is in its unique dataset, a gradient from pristine to intensively managed forests, and system approach in practical implementation of basic research. The management and conservation tools will be developed according to resilience, return interval after disturbance and stability threshold of each ecosystem type depending on socio-economic context, management history, site conditions and natural disturbance regimes. The data collected and analyzed in RESTORE will be published at the European Forest Data Centre of the European Commission, managed by JRC in cooperation with Metla's web team to define future guidelines for SFM. RESTORE is also in accordance with FAO's concept of SFM. In future RESTORE will be a part of a planned broad scale EU network for identifying t
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 'Externally injected polyform sealant for gas pipes', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The main problem linked with rubber is due to the difficulty of processing. Consequently, this leads to an important quantity of materials loss during processing and a lack of quality on rubber processed with usual injection channels (in homogeneity of the curing conditions in the mould). This problem is partially solved with Cold Runner Blocks (CRB) because you have several injection nozzles. But the current injection nozzles and CRB plate (both made in steel) need to be cooled by a rigid system using water or oil which limits the placement of injection nozzles to parallel lines.Main claimed innovative aspects of the project are :-A new material with a thermal properties to manufacture the nozzles-A CRB with no cooling system-Possible asymmetrical position of nozzles leading to increase in productivity, quality of parts, number of cavities in moulds. The RTD objectives of the project are to select and adapt the a thermal material to manufacture nozzles, to define and optimize its processing and to design and manufacture the injection CRB systems to satisfy the rubber industry needs.
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 Seventh Framework proposal on 'Demonstration of a combined heat and power 2 MWe PEM fuel cell generator and integration into an existing chlorine production plant'.

assistant: **Concept**

The project DEMCOPEM-2MW is to design, construct and demonstrate an economical combined heat and power PEM fuel cell power plant (2 MW electrical power and 1.5 MW heat) and integration into a chlor-alkali (CA) production plant. A chlor-alkali production plant produces chlorine and caustic soda (lye) and high purity hydrogen.  The hydrogen contains almost 45% of the energy that is consumed in the plant. In many cases this hydrogen is vented. The project will demonstrate the PEM Power Plant technology for converting the hydrogen into electricity, heat and water for use in the chlor-alkali production process, lowering its electricity consumption by 20%.The partners have relevant experience in long life high efficient PEM power plant systems in hazardous environments like a chlor-alkali plant.The PEM power plant will be fully integrated into the chlorine production unit and will also be remotely controlled. The water produced by the oxidation of hydrogen is also used. To reduce the (maintenance) cost of the integrated plant special emphasis is put on the longevity of the fuel cells (especially membranes, electrodes and catalyst) and to lower the manufacturing costs. The design is optimized for minimal energy loss. Extensive diagnostics and data acquisition are incorporated to monitor the performance.The demonstration will take place in China as this is the ideal starting point for the market introduction. High electricity prices (up to 2 times higher than in Europe), 50% of the chlor-alkali world production and rationing of electricity all contribute to the business case.A successful demonstration will pave the way for the roll out of the technology, staged cost efficiencies and further self-sustained market and technology developments.
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 'AI-Enhanced Zebrafish Screening: A Low-Cost Solution for High-Throughput Biomedical  Research' (Megabouts) under Horizon Europe.

assistant: **Objectives**

Thorough, quantitative analysis of behaviour is essential for advancing neuroscience and neurological disorder research and has the potential to significantly improve the characterization of phenotypes in genetic, pharmacological and toxicological screens commonly employed in the pharmaceutical and biotech industries. Achieving high-throughput screening, without compromising the richness of phenotypic data requires scalable, standardized and cost-effective solutions for behavioral recording that also allow seamless integration across labs. To address this need, we developed megabouts.ai (Jouary et al., Biorxiv, 2024) an AI-based pipeline for behavioral analysis capable of reliably inferring high-speed behavioral kinematics from diverse and low-resolution data sources. Complementing this, we have designed a low-cost, modular behavioral testing system optimized to leverage the strengths of the megabouts.ai pipeline, and enable sophisticated behavioral experiments compatible with high-throughput screening approaches. In this proposal, we will develop and validate these tools across a range of behavioral screening paradigms, exploring their potential applications in both basic and translational research. Our goal is to disseminate these innovations, promoting their effective use in academic and industry settings, unlocking new experimental possibilities and enhancing the capabilities of existing commercial and custom-built 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: Write the 'Expected Impact' section for the project 'Markov Chain Monte Carlo reconstruction of the large-scale structure with the Lyman alpha forest' (MCMCLYMAN), addressing dissemination and exploitation.

assistant: **Impact**

We address in this proposal the inverse problem for the reconstruction of the properties of the intergalactic medium based on the measured neutral hydrogen Lyman-α absorption observed in the spectra of high redshift quasars.  We suggest the application of ARGO, a Bayesian sampling solver that has been developed by the applicant during his PhD thesis for the reconstruction of the large-scale structure and its properties based on galaxy redshift-surveys. This will permit for the first time to have a self-consistent reconstruction of all the relevant properties of the intergalactic medium. Some further developments are required in order to extent this work to the reconstruction of the intergalactic medium that should be implemented during this training. However, the numerical technology developed by the applicant A novel Krylov-space based inverse scheme included in ARGO allows for efficient reconstruction steps as is required for sampling purposes even in huge dimensional spaces. The cosmological information extracted from this study, such as the cosmological parameters is expected to be qualitatively better than in previous works in this field. This project should have major contributions in the understanding of galaxy and structure formation
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 Fifth Framework proposal on 'Euroattractor'.

assistant: **Innovation**

The most exciting aspect of Nonlinear Dynamics (NLD) is that it brings together researchers from multiple disciplines, from Mathematics, Physics, Biology, and Chemistry, to Engineering, Economics, and Medicine, supplying them with a common language. NLD introduces a notion of attractor" that is of such a subset of system's states that no matter what the initial conditions are, the system behaves like it is being attracted by this subset of states - after some transitional time reaches the attractor and stays within it unless forced to quit.One hopes that EUROATTRACTOR Schools will constitute the platform for promoting the integration of development of NLD in Europe by attracting young researchers from many countries and from multiple disciplines to learn methods and applications of NLD from the leading scientists in the field, and also by including SME's that utilise methods of NLD in their products. The overall objective is to have a harmonised, coherent and integrated European system of interaction between young researchers and leading scientists, between academia and industry."
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 'Renewable Energy based seasonal Storage Technology in Order to Raise Economic and environmental sustainability of DHC'.

assistant: **Objectives**

RESTORE proposes a radically innovative solution for DHC, based on the combination of two key innovative technologies (TCES+ORC), that allows integrating a wide variety of renewable technologies combined with competitive seasonal storage in DHC networks, allowing them to be 100% renewable to radically improve their environmental sustainability.The first technology the project aims to develop is an innovative thermal energy storage system based on Thermo-chemical reactions, the Thermo-Chemical Energy Storage (TCES), that provides daily and seasonal competitive energy storage due to its high energy density, very low energy losses and its low-cost. The system represents a key development due to the fact that it allows harnessing the enormous amount of energy that is normally wasted due to the mismatch between energy demand (loads) and energy generation (related to the availability of the renewable resource or waste heat), mainly occurring between seasons. In addition, the project aims to develop a second technology that is based on Heat Pump and ORC and is combined with the TCES system. This second technology adapts the energy provided by different renewable technologies to feed the storage system, thus a wide variety of renewable technologies as well as waste heat can be integrated into the whole system to finally supply the energy demand under the specific conditions laid down by each DHC.  This radically innovative solution would tackle the main barriers for a wide deployment of renewable energy technologies and waste heat in the existing and future DHC networks. The projects consider the experimental validation of the RESTORE concept and also the demonstration of the concept replicability potential, adapting and optimizing the proposed solution to different real sites