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: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Valve hIgh PERformances for flow control separation in aircraft'.

assistant: **Innovation**

The Clean Sky call (CS-SFWA) requests the development, manufacturing and test of a mock-up of a flow control actuator subsystem. The mock-up shall simulate a flight-ready actuator prototype for controlling flow separation on the high lift devices of transport and business aircraft.CEDRAT TECHNOLOGIES (coordinator, SME) and ONERA/GMT/DERM (Major Sub Contractor, Research Establishment) forms a consortium using their shared experience on innovative electromechanical actuators and flow control valves to meet the SFWA requirements.CTEC has experience in developing actuators & systems (including valves) for embedded devices. Historic sector is space. Since 1995, CTEC  has developed many space compliant systems in behalf of CNES, ESA and NASA. Other serious customers like Thales, Agusta Wesland, ONERA, MBDA… are sensitive to products robustness, quality and project management. CTEC owns patents, belongs to OSEO Excellence and is regularly granted with prises.DERM has already designed and manufactured several high-performance pulsed jets valves using CTEC actuators and electronics. Integrated inside models, the actuators allow DERM to perform flow control studies in wind tunnel conditions.CTEC and DERM have worked for 4 years in a close partnership on high-performance pulsed jets valves based on piezoelectric actuators. Results are very encouraging.CTEC and DERM have identified many potential progresses which could lead to higher performance valves. Lighter actuators & more efficient electronics lead to higher valve bandwidth, precise sensors lead to control quality, dedicated piezo material lead to better efficiency…CTEC & DERM are confident to meet the objectives of the call and have decided to establish the proposal VIPER.The following WBS is proposed:WP1 – ManagementWP2 – C
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 'The Annotation and Functional Description of Non-Model Bacterial Organisms for Bio-based Engineering and Industry' (HOPE-4-BEST) targeting Horizon 2020.

assistant: **Abstract**

The project “The Annotation and Functional Description of Non-Model Bacterial Organisms for Bio-based Engineering and Industry (HOPE-4-BEST)” aims to bring new bioinformatics and systems biology tools for a comprehensive description of little studied microorganisms and inference of biological knowledge further utilizable in synthetic biology for engineering of industrially utilizable bacterial strains. Bacteria form the largest group of organisms in the world. Since the DNA and RNA sequencing became widely available, they begun to be often studied on molecular level for their exceptional biological properties, e.g. ability to produce fuels or plastics from waste. Unfortunately, previous lack of interest in their research is the source of many obstacles in bioinformatics and systems biology data processing as current tools, designed primarily for eukaryotic model organisms, cannot be easily used for processing data gathered from non-model bacterial organisms. Inference of biological knowledge presumes identification of regulated genes and annotation of their molecular function so involved biological processes could be captured. The project addresses two important questions, how to assemble a comprehensive functional annotation for non-model organisms and how it affects inferred biological knowledge. This will be achieved by designing novel pipeline utilizing transcriptome wide analysis based on comparison of samples under various conditions while considering data bias, e.g. multimapping reads or overlapping genes, and its combination with annotation build by extensive database searching. Eventually, the successful solution of the project will not only substantially contribute to our understanding how various parameters of bioinformatics data processing and annotation aff
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 'Growth and characterisation of metallic magnetic thin films on sulphur passivated iii-v semiconductor surfaces' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The past decade has witnessed enormous growth of interest in magnetic thin films both from an industrial and a scientific perspective. The former is mainly driven by demand for high density data storage devices and magnetic sensors, while scientific interest is stimulated by the novel effects that can occur at the surface. The vast majority of magnetic film growth has been metal single crystals rather than on semiconductors One of the primary reason for this is the interdiffusion of the metal film and the substrate elements, a process which is detrimental to the films magnetic properties. The solution is to develop suitable barrier layers or passivation techniques to arrest the intermixing. Recently it has been shown that ex-situ sulphur passivation GaAs can inhibit interdiffusion I The aim of this work is to grow epitaxial metallic thin films on low index III-V semiconductor surfaces which have been passivated in-situ with an atomic sulphur source. The effects of the process on the growth characteristics and magnetic properties of the overlaying films will be investigated. The films will be studied in-situ by a range of surface science technique including scanning tunneling microscopy and by ex-situ magnetic characterisation. The ability to grow films with good magnetic properties is essential to the development of useful devices. Training content (objective, benefit and expected impact) The work entailed will extend the training the candidate has already received during the course of the fellowship while utilising the skills previously gained to advance the work of the host group. The use of semiconducting substrate materials will extend the candidates experience in surface physics, which to date has concentrated primarily on metallic systems. Also the range of surfac
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 'Hybrid Enhanced Regenerative Medicine Systems' (HERMES) under Horizon 2020.

assistant: **Objectives**

Brain disorders are the most invalidating condition, exceeding HIV, cancer and heart ischemia, with significant impact on society and public health. Regenerative medicine is a promising branch of health science that aims at restoring brain function by rebuilding brain tissue. However, repairing the brain is one of the hardest challenges and we are still unable to effectively rebuild brain matter. Epilepsy is particularly challenging due to its dynamic nature caused by the relentless brain damage and aberrant rearrangements of brain rewiring. To overcome the biological uncertainty of canonical regenerative approaches, we propose an innovative solution based on intelligent biohybrids, made by the symbiotic integration of bioengineered brain tissue, neuromorphic microelectronics and artificial intelligence, to effectively drive self-repair of dysfunctional brain circuits and we validate it against animal models of epilepsy.  HERMES fosters the emergence of a novel biomedical paradigm, rooted in the use of biohybrid neuronics (neural electronics), which we name enhanced regenerative medicine. To this end, HERMES will promote interdisciplinary cross-fertilization within and outside the consortium; it will extend the concepts of enhanced brain regeneration to philosophy, ethics, policy and society to foster the emergence of a new innovation eco-system. Intelligent biohybrids will represent a major breakthrough to advance brain repair research beyond regenerative medicine and neurotechnology alone; it will bring new knowledge in neurobiology, cognitive neuroscience and philosophy, and new neuromorphic technology and AI algorithms. HERMES will bring a giant conceptual leap that will shift the concept of biomedical interventions from treating to healing. In turn, it will potenti
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 'Found in Translation – Natural Language Understanding with Cross-Lingual Grounding'.

assistant: **Objectives**

Natural language understanding is the ""holy grail"" of computational linguistics and a long-term goal in research on artificial intelligence. Understanding human communication is difficult due to the various ambiguities in natural languages and the wide range of contextual dependencies required to resolve them.  Discovering the semantics behind language input is necessary for proper interpretation in interactive tools, which requires an abstraction from language-specific forms to language-independent meaning representations.  With this project, I propose a line of research that will focus on the development of novel data-driven models that can learn such meaning representations from indirect supervision provided by human translations covering a substantial proportion of the linguistic diversity in the world. A guiding principle is cross-lingual grounding, the effect of resolving ambiguities through translation. The beauty of that idea is the use of naturally occurring data instead of artificially created resources and costly manual annotations. The framework is based on deep learning and neural machine translation and my hypothesis is that training on increasing amounts of linguistically diverse data improves the abstractions found by the model. Eventually, this will lead to universal sentence-level meaning representations and we will test our ideas with multilingual machine translation and tasks that require semantic reasoning and inference.""


**Keywords:** computational linguistics, distributional semantics, representation learning, machine translation, deep learning, artificial neural networks
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 'Inward investment attraction. Comparative assessment of planning strategies - Madrid and Bilbao', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Research objectives and content Following the path initiated in Stirling University and taking into account the new regional planning backdrops, the research project will compare recent planning implemented in Bilbao and Madrid, linked to the aim of counteracting the declining economic climate. Particular attention will be paid to different degrees of private sector's involvement. Employment creation and community Participation will also be specifically analysed in regard to the strategies' social repercussions. The research will focus upon the comparison of planning practices trying to attract inward investment. A typology explicitly constructed for this purpose, will look at different levels and features of the private sector intervention in the context of both, new and planned territorial projects. From the maximum freedom of private action, to the more public controlled, the following aspects will be researched: * Public/private share of investment * Embeddedness of the private sector within the area * Balance between profitable and non profitable land uses * Attention to social outcomes (particularly employment creation) * Community participation and involvement Training content (objective, benefit and expected impact) While upgrading the research about Bilbao (which I am currently carrying out), the study will be entirely innovative in Madrid and should have broader relevance to other Spanish areas. Using the tools related to comparative analysis learned at Stirling University, the research will provide a clear picture of the pattern of the interaction between public and private actors within the territorial realms of Bilbao and Madrid. Their social repercussions will also be explored. In this sense, the project could become a useful tool for decision-makers and p
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 Seventh Framework proposal for the project 'Brain energy supply and the consequences of its failure'.

assistant: **Objectives**

Energy, supplied in the form of oxygen and glucose in the blood, is essential for the brain s cognitive power. Failure of the energy supply to the nervous system underlies the mental and physical disability occurring in a wide range of economically important neurological disorders, such as stroke, spinal cord injury and cerebral palsy. Using a combination of two-photon imaging, electrophysiological, molecular and transgenic approaches, I will investigate the control of brain energy supply at the vascular level, and at the level of individual neurons and glial cells, and study the deleterious consequences for the neurons, glia and vasculature of a failure of brain energy supply. The work will focus on the following fundamental issues: A. Vascular control of the brain energy supply (1) How important is control of energy supply at the capillary level, by pericytes? (2) Which synapses control blood flow (and thus generate functional imaging signals) in the cortex? B. Neuronal and glial control of brain energy supply (3) How is grey matter neuronal activity powered? (4) How is the white matter supplied with energy? C. The pathological consequences of a loss of brain energy supply (5) How does a fall of energy supply cause neurotoxic glutamate release? (6) How similar are events in the grey and white matter in energy deprivation conditions? (7) How does a transient loss of energy supply affect blood flow regulation? (8) How does brain energy use change after a period without energy supply? Together this work will significantly advance our understanding of how the energy supply to neurons and glia is regulated in normal conditions, and how the loss of the energy supply causes disorders which consume more than 5% of the costs of European health services (5% of ~1000 billion eur
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 'NanOtechnology, Biomaterials and aLternative Energy Source for ERA integration""'.

assistant: **Innovation**

The overarching goal of the NOBLESSE project is to establish the Institute of Physical Chemistry, Polish Academy of Sciences (IPC-PAS) as an integrated partner and respected participant in the European nanoscience community. The IPC-PAS has a strong research record in both fundamental studies of physiochemical processes as well as application oriented research. The use and control of nanostructured materials is of great importance for the development of new environmentally friendly materials, more efficient energy-sources and biosensors for medical analysis. The NOBLESSE project will bring essential equipment to the institute, but also help create a Polish nanoscience network to survey the major equipment at Polish research centres and make sure that necessary equipment is available to the researchers. This will be an important development not only for IPC-PAS but for Polish nanoscience as a whole.A major part of the NOBLESSE project is reinforcing the research potential of the Institute by bringing in new experienced researchers and strengthening the staff through a number of supporting activities such as training programs, networking, improvements in dissemination and collaboration with industry. The most important part of fully integrating the IPC-PAS into the ERA community is the establishment of strong partnerships with mutual staff secondments with a network of leading EU research centres sharing scientific interests. This will lead to a large contact area, promoting the Institute and further integrating its staff into EU projects and international collaboration.The planned activities within NOBLESSE will firmly position IPC-PAS as a leading research centre on a national level, contribute to preventing brain drain by offering young devoted researchers competitive
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 'Advanced zero emission power plant (AZEP)' (AZEP).

assistant: **Innovation**

AZEP addresses the development of a specific, zero emissions; gas turbine-based, power generation process in which:- 100% reduction of CO_2 emission is made possible,- The cost of CO_2 separation (compared to tail end capture) is reduced by 25-35% within 6 years, and by 35-50% within 10 years,- Conventional, air-based, gas turbine equipment is utilised, allowing retrofitting,- NO_x emissions are well below 1 ppm,- The loss in power plant efficiency is less than 2 percentage points.The key to achieving these targets is the development of an integrated reactor, in which O_2 is separated from air, such that combustion occurs in an N_2-free environment. To this effect, the following objectives have been set:- Establish the economic/environmental advantages of the proposed process, reflecting emerging CO_2 disposal strategies- Develop a mixed conducting membrane (MCM) for cost-effective supply of O_2,- Develop a combustion method for fuel/O_2mixtures, which are heavily diluted with exhaust gas,- Integrate the components (membrane, combustor) into a single unit MCM-Reactor, and perform functionality tests.
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 'Novel photosensor-based device for rapid and quantitative ochratoxin A determination in wine, beer and feed' under Seventh Framework.

assistant: **Concept**

The deterioration of food commodities by biotic factors is a serious and widespread problem. In particular, the contamination of different food and feed commodities by ochratoxin A (OTA) produced by several widespread fungi represents a serious health risk due to the high toxicity of OTA. This toxin causes nephrotoxic, genotoxic, immunosuppressive and carcinogenic effects on humans and animals. It is therefore necessary to have a close surveillance of the presence of this mycotoxin in food, beverages and feed through efficient, reliable and rapid analytical methods. The availability of low cost analytical methods which join reliability and rapidity is highly desired by the small medium enterprises (SMEs).In this project we will develop a novel system able to perform detection and quantification of OTA in wine, beer and feed, through a linear array of a-Si:H photosensors deposited on a glass substrate. The photosensors will be coupled with surfaces treated in different ways in order to establish the best functionalization of the considered food matrix and will be integrated in a compact, portable equipment. Several food and feed matrices (wine, beer, cereals), both naturally contaminated or fortified with OTA, will be extracted with different extraction methods and analysed by the novel system. The liquid samples (wine, beer) will be also analysed by direct deposition without any extraction procedure. The results obtained with this system will be compared with those obtained by using traditional analytical methods.Therefore the proposed system will allow to perform low cost, rapid and reliable analyses, not only in a well equipped laboratory but also in a canteen, or in a brewery as well as in a farm, satisfying the requirements of SMEs for an effective food quality cont