RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Improving the Research Capacity of the Institute of Materials Research in Kosice' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The objective of the present project aims to create the necessary tools for improvement the research capacity of the Institute of Materials Research of Slovak Academy of Sciences (IMR SAS) in Košice in the fields of nanomaterials and new technologies with the aim to increase it’s contribution to regional economic and social development and for better participation in FP7 and other international projects. This will be realized through; • an international independent expert evaluation of the level of the overall research quality and management & research capability of the IMR SAS and;  • definition and preparation of an Action Plan for improving their research and development capacities, based on the results of the evaluation and on discussion with representatives of the Centres in Europe, regional research and development authorities  and utilizing the possibilities of cohesion policy programmes of EU for 2007-2013.
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 'Tensor-bAsed Machine learning towards genEral moDels of affect' under Horizon 2020.

assistant: **Concept**

The main objective of the TAMED project is to devise new methods and algorithms for realising aspects of general emotional intelligence, one of the core long-term goals of artificial intelligence and artificial psychology. To move towards such an ambitious goal TAMED methods would be required to: a) derive accurate models from small-sized affect data corpora, b) eliminate the subjective biases inherent in affective ground truth, and c) limit overfitting effects of affect models given their context-specific nature. TAMED views general affect modelling from an ordinal perspective and interweaves uniquely novel tensor-based learning models with preference learning approaches. TAMED is highly innovative since it utilises, for the first time, tensor-based and preference (deep) learning models to capture general aspects of affect. Tensor models are characterised by high learning and generalization capacity, and are suitable across different learning paradigms, while preference learning can uniquely eliminate annotation biases and approximate more reliably the underlying ground truth of affect. TAMED methods will be used to investigate the degree to which context-free affect models are possible and general affect patterns can be captured across dissimilar tasks and users. The applicability of the derived models will be tested on the domain of digital games since they offer complex yet well-defined problems for exploring the capacities of general artificial intelligence. The aforementioned innovative aspects make TAMED highly interdisciplinary, with research activities spanning from affective computing and machine learning to digital game design and development. The fellowship will contribute to the researcher’s career development through the acquisition of advanced scientific
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 'Localization and Ordering Phenomena in Statistical Physics, Probability Theory and Combinatorics' (LocalOrder) under Horizon 2020.

assistant: **Objectives**

Mathematical statistical physics has seen spectacular progress in recent years. Existing problems which were previously unattainable were solved, opening a way to approach some of the classical open questions in the field. The proposed research focuses on phenomena of localization and long-range order in physical systems of large size, identifying several fundamental questions lying at the interface of Statistical Physics, Probability Theory and Combinatorics.One circle of questions concerns the fluctuation behavior of random surfaces, where the PI has recently proved delocalization in two dimensions answering a 1975 question of Brascamp, Lieb and Lebowitz. A main goal of the research is to establish some of the long-standing universality conjectures for random surfaces. This study is also tied to the localization features of random operators, such as random Schrodinger operators and band matrices, as well as those of reinforced random walks. The PI intends to develop this connection further to bring the state-of-the-art to the conjectured thresholds.A second circle of questions regards long-range order in high-dimensional systems. This phenomenon is predicted to encompass many models of statistical physics but rigorous results are quite limited. A notable example is the PI’s proof of Kotecky’s 1985 conjecture on the rigidity of proper 3-colorings in high dimensions. The methods used in this context are not limited to high dimensions and were recently used by the PI to prove the analogue for the loop O(n) model of Polyakov’s 1975 prediction that the 2D Heisenberg model and its higher spin versions exhibit exponential decay of correlations at any temperature.Lastly, statistical physics methods are proposed for solving purely combinatorial problems. The PI has applied thi
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 'Nmr characterization of the transport of fluids through porous solids' in the context of a Fourth Framework call.

assistant: **Objectives**

This project will focus on the. determination of molecular displacements in a fluid-saturated porous solid by means of Pulsed Magnetic Field Gradient Spin Echo (PGSE) methods. Contrary to previous PGSE investigations of self-diffusion, the behaviour of fluids flowing under pressure has not been understood to a comparable degree. It will be the aim of this project to determine direction-dependent displacements as a function of time and other parameters like fluid viscosity, and to analyze the correlation between different components. For this purpose, novel implementations of PGSE methods will be developed to allow the measurement of these displacement correlations and characteristics. Experimental results will be compared with numerical simulations of suitable model porous systems; in a further step the developed methods will be applied to a variety of different porous samples for an improved characterization and understanding of fluid transport processes in these important materials. ..
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 'An Antarctic Summer' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

No one gets to the Antarctic by accident. Conjured out of dreams, Antarctica is only arrived at by will - and with what a friend calls ?a bit of ice in the head.? So how does the reality measure up to the dream? ?An Antarctic Summer? is an ambitious feature-length documentary film that will be ready for broadcast during the International Polar Year (2007-09). The film follows a group of scientists through endless summer days on the frozen continent as they research climate change. It explores what dreams drove these scientists to the bottom of the world, and what ?bit of ice in the head? keeps them working there. It focuses on how their dreams have been transformed by life on the Ice. A handful of strong characters drive the narrative structure which will revolve around how scientific knowledge and Antarctic lore are passed down from old hands to first-time Antarcticans. Anne Aghion and her crew will spend four months living with scientists and students, enduring the same beautiful but harsh conditions. This exposure to the characters and to the elements will put her in a unique position to convey to the audience the strange relationship of scientists down South to time, space, routine, isolation, each other and themselves. By dwelling on the interaction between the scientists and their surroundings, the seemingly unchanging world that is Antarctica will take its place as a full-fledged character in the film. We want to allow viewers to truly sense the atmosphere of the continent, and to feel the emotions linked to the extraordinary shock of scale. The film is co-produced by ARTE as a Grand Format. European TV executives, including from BBC Storyville, have expressed interest. We are working on pre-buys from Switzerland, Belgium, Scandinavia and Eastern Europe. We have
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 'IRSkin provides dermatologists a new dermatoscope, equipped with a software for visual comparisons in the diagnostic phase, performing a content based Image Retrieval from an a-priori built database.' (IRSkin) under Horizon 2020.

assistant: **Objectives**

Skin tumors are the most frequent cancer in fair skinned population with a raising trend over in the world. The financial costs of skin cancer are high for both the person with cancer and for society as a whole (in Europe the cost of a biopsy is about 250-300€, including the costs of the doctor, the nurse, the material of the operating room, histology and checkups). The probability of survival is high, but the diagnosis accuracy is low.IRSkin is a videodermatoscope (and a potential mobile application) with a pre-installed software, able to acquire high-definition images (up to 10 Mpx), insert them in a body map, process, analyze and compare them in real time with a collection of dermoscopic images, histologically diagnosed, collected in an incremental database, a priori stored in the memory of the machine, by means of a Content-Based Image Retrieval (CBIR) system. This system allows every dermatologist to access to a large amount of data at a relatively low cost and to improve his own experience and diagnosis skills much more quickly. For patients it will increase the diagnostic accurancy and the diagnostic timing. The targeted market is a niche but with good revenue and growth perspectives. In Europe there are about 15.000 dermatologists working in public or private health facilities. IRSkin is first addressed to the EU with potential for global markets (thanks to its export to more than 95 countries). CA-MI would also export this product in USA, because of its high incidence rate of skin melanoma and its high annual cost of treating skin cancers. The Phase 1 will provide a more accurate and analytic assessment of the existing market and growth rates for videodermatoscopes by segment and geographic area, useful to partecipate to the phase 2. Funding required to develop
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 'ROTATING COWLS' in the context of a Seventh Framework call.

assistant: **Objectives**

The Project LIGHT-COWLS is aimed to find out a way to produce rotating nacelle components for aircraft engines by using composites materials with high Tg, production method can be RTM or ATL. In particular the design and manufacturing of rotating nacelle of the CROR is targeted. The materials to be used for this development will be high Tg resins and fibers as reinforcement. Thus the project will look for a cost effective way of producing conical cylindrical components of about 1,5 m. diameter in these composites material. The project will include the design and will look for fabricating a compomnent for a demo engine SAGE2. The aim is to get a cost effective way of manufacturing, complex shapes part of aeroengines.
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 'MEDiterranean SUpersite Volcanoes'.

assistant: **Concept**

This project will improve the consortium capacity of assessment of volcanic hazards in Supersites of Southern Italy by optimising and integrating existing and new observation/monitoring systems, by a breakthrough in understanding of volcanic processes and by increasing the effectiveness of the coordination between the scientific and end-user communities. More than 3 million of people are exposed to potential volcanic hazards in a large region in the Mediterranean Sea, where two among the largest European volcanic areas are located: Mt. Etna and Campi Flegrei/Vesuvius. This project will fully exploit the unique detailed long-term in-situ monitoring data sets available for these volcanoes and integrate with Earth Observation (EO) data, setting the basic tools for a significant step ahead in the discrimination of pre-, syn- and post-eruptive phases. The wide range of styles and intensities of volcanic phenomena observed on these volcanoes, which can be assumed as archetypes of ’closed conduit ‘ and ‘open conduit’ volcano, together with the long-term multidisciplinary data sets give an exceptional opportunity to improve the understanding of a very wide spectrum of geo-hazards, as well as implementing and testing a large variety of innovative models of ground deformation and motion. Important impacts on the European industrial sector are expected, arising from a partnership integrating the scientific community and SMEs to implement together new observation/monitoring sensors/systems. Specific experiments and studies will be carried out to improve our understanding of the volcanic internal structure and dynamics, as well as to recognise signals related to impending unrest or eruption. Hazard quantitative assessment will benefit by the outcomes of these studies and by their 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: Compose a compelling abstract for 'Next REnewable multi-GENeration technology enabled by TWO-phase fluids machines' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

REGEN-BY-2 will research, design, construct and experiment a first-of-its-kind lab-scale prototype of a recent near-worldwide patented thermodynamic cycle and related plant for the conversion of thermal sources in energy vectors, i.e. electric, heating and-or cooling powers. The start-up TIFEO, which was founded in 2018 by the team leading this proposal and is the exclusive licensee of the patent driving REGEN-BY-2, is a potential European Unicorn. REGEN-BY-2 can convert (from small to large-scale) any typology of renewable thermal source from low to high-temperature (e.g. solar, aerothermal, geothermal, hydrothermal) including additional thermal sources (e.g. waste heat). REGEN-BY-2 is enabled by machines capable to work with two-phase fluids, i.e. constituted by both liquid and vapor phases. The patented thermodynamic cycle is highly efficient as it is constituted by a proper combination of Carnot cycles operating with two-phase fluid circulating in novel two-phase expanders and two-phase compressors. To be successful, these two-phase machines will have to be designed, prototyped and integrated in the REGEN-BY-2 lab-scale prototype. Moreover, the patented technology has large flexibility due to the control of many process parameters, allowing chasing and satisfying the end-users energy demands in a predictable and dispatchable way. By the exploitation of renewable thermal sources from small to large-scale, by converting them more efficiently and with more flexibility into electric, heating and-or cooling energy vectors, REGEN-BY-2 will induce greater demand for and increasing use of renewable thermal sources. REGEN-BY-2 is a breakthrough in our energy infrastructure as it can be used in wide energy sectors (e.g. District Heating&Cooling systems and Distributed Renewab
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 'Femtosecond chemistry of elementary biological processes' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

We aim to develop the study of the reaction dynamics in enzyme active sites after photoinitiation of an active co-factor. Femtosecond studies are ideally compatible with pulsed synchrotron x-ray measurements now possible on the time-scales of nanoseconds to tens of picoseconds. This presents us with the opportunity to study dynamics which can be used to interpret structural information. The dynamics, we believe, will in general consist of fast events driving slower large-scale processes in a coupled manner as seen in the haemoglobin and rhodopsin systems. We shall compliment these experiments with related studies on model systems supported by theoretical calculations to aid interpretation of the data. The experimental techniques we shall use are those of femtosecond spectroscopy which will be easily extended to ultraviolet (around 200 nm) and also to the infra-red roughly 500 to 3000 cm-l for probing transients. Femtochemistry is a new and exciting area of science, the possibilities are endless, the opportunity to work and develop expertise in this area would, I feel, be particularly rewarding.
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 'Deep Culture - Living with Difference in the Age of Deep Learning'.

assistant: **Concept**

In 2022, the world appeared transformed by a new consumer artificial intelligence (AI), which has dazzled observers with the ability to generate text, images or music. This transformation has been brought about not by general AI but by deep learning, a specific subset of machine learning that has come to dominate AI scientifically and commercially. This has given rise to an emergent ‘deep culture’, which is produced with universal data extraction and on an industrial scale. While these developments have led to much public anxiety, we lack an understanding of the fundamental shift in cultural relations through deep learning, and what this means for cultural production and analysis. DEEP CULTURE is the first project to develop ‘deep culture’ as an object of study as well as a method and capacity to attend to this historical moment. It claims that the relations between culture and deep learning can be reconfigured if humanistic ideas are included, which address the complexities of culture and values of difference. To this end, the project advances a radical interdisciplinary framework at the intersection of digital humanities, cultural studies and computer science. DEEP CULTURE has three main objectives: i) to develop a critical inquiry about deep culture through epistemic translations of keywords and practices in deep learning; ii) to advance methodologies for a critical inquiry with deep culture by reconfiguring current deep learning techniques and practices through humanistic ideas and values; iii) to promote productive, critical relationships with and beyond deep culture by collectively contesting deep learning’s cultural enactments and co-producing new ones with diverse publics. Empirically, the project is situated at three archival sites: historical, real-time and in