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 'Concept and Approach' section for a Horizon 2020 proposal on 'Integrating isotopic techniques with Bayesian modelling for improved assessment and management of global sedimentation problems'.

assistant: **Concept**

This international RISE programme brings together EU, North American, African and Asian scientists to deliver a powerful tool for sediment management. Siltation of river channels, lakes and reservoirs presents a credible threat to river basin ecosystem service provision and water security. River silt originates in the catchment and the primary driver for mobilisation and translocation downstream is agriculture where loss of soil from slopes threatens food security. Knowledge of sediment source, transfer and residence time dynamics is critical to inform management for future food and water security and cutting-edge nuclear techniques have been developed in a joint UN Food and Agriculture Organisation and International Atomic Energy Agency Coordinated Research Programme to trace river silt back to source. However, the game change in isotopic biogeochemical tracer sophistication has led to a step change in data complexity. While these datasets capture real world complexity in time and space, the conventional statistical approaches to quantify sediment provenance from the tracer data do not. This severely limits the power of isotopic techniques for sediment source apportionment. Advances in ecological source apportionment models based on Bayesian statistics, however, present opportunity. New models, i.e. MixSIAR, have been shown to appropriately address such variability in a quantitative way and, if tailored to river basin sediment tracer data offer to address the above challenge. The central goal is to marry together the strengths of isotopic sediment tracer technology in the EU with ecological source apportionment models developed by North American scientists to deliver a powerful tool to combat threats to global food and water security.  The tool will be showcased throug
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 'European AIDS treatment Network' (NEAT) targeting Sixth Framework.

assistant: **Abstract**

NEAT's mission is to strengthen European HIV clinical research capacity by building a clinical and laboratory network in HIV therapeutics. NEAT will catalyse a critical mass of resources and expertise, with the direct involvement of 37 core partners from 16 countries (National Agencies, leading Clinical Centres and Universities and the PLWHA community) and over 350 affiliated centers of established international reputation, to promote, guide and speed up innovative therapeutic approaches in different HIV/AIDS areas, including strategic use of antiretrovirals, evaluation of immunotherapeutic approaches and hepatitis/HIV co-infection. NEAT is committed to design the roadmap for a durable reshaping of the way clinical research is carried out in Europe so as to achieve a progressive and lasting integration. In doing so, NEAT will pave the way toward the creation of the European Research Area, capable of integrating and coordinating genuine, independent and interdependent research programmes. NEAT will be able to attract public and private co-funding and positively interact with other non-EU organizations and research agencies. NEAT Joint Programme of Activities (JPA) includes integrating activities, jointly executed research, and activities designed to spread excellence. Research will focus on developing innovative and strategic approaches to HIV/AIDS therapy, and on complementing clinical research conducted by the pharmaceutical industry. NEAT will promote translational research, from proof-of-principle, to phase III-IV strategic effectiveness trials. NEAT will interact with European and National regulatory authorities and will harmonize efficacy and safety data gathering at the European level, will implement the EU directives on clinical research, will optimize resources
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 'Biobanking and the Cyprus Human Genome Project'.

assistant: **Objectives**

The clinical and genetic investigations of diseases of the Cypriot population as well as eHealth are a priority of the Smart Specialization Strategy of the Cyprus government. This strategy can best be served by creating a Centre of Excellence (CoE) with two main spear heads: A contemporary Biobank and a research facility for developing the Cyprus Human Genome Project. Biobanks are organized collections of medical records and biological material of all types, aimed to support biomedical research, serving as repositories and distribution centers. Cyprus, as a Low Performing Member State, was the last country that started a Biobank, when 4 years ago we were competitively funded by the European Regional Development Fund & the Republic of Cyprus through the Cyprus Research Promotion Foundation. That project provided €2m, 0.4m of which was for creating a seed infrastructure for Biobanking. The rest was used for research in inherited kidney diseases. The money for Biobanking was too little for supporting a contemporary operation of recruiting adequate numbers of patients with complete records and promoting translational research. Here, we propose to upgrade the existing small infrastructure and turning it into a CoE with the assistance of Advanced Partners who led a similar operation Europe-wide, Prof. K. Zatloukal, coordinator of the Biobanking & BioMolecular Resources Research Infrastructure that recently became an ERIC (European Research Infrastructure Consortium) directed by Jan-Eric Litton (BBMRI-ERIC) located in Graz, Austria. The previous activity allowed us to comprehend the problems associated with patient recruitment and record collection. This can now serve as a starting point for upgrading it into a larger scale operation of European standard, aimed at leading the
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 Europe proposal on 'Neural OmniVideo: Fusing World Knowledge into Smart Video-Specific Models'.

assistant: **Innovation**

The field of computer vision has made unprecedented progress in applying Deep Learning (DL) to images. Nevertheless, expanding this progress to videos is dramatically lagging behind, due to two key challenges: (i) video data is highly complex and diverse, requiring order of magnitude more training data than images, and (ii) raw video data is extremely high dimensional. These challenges make the processing of entire video pixel-volumes at scale prohibitively expensive and ineffective. Thus, applying DL at scale to video is restricted to short clips or aggressively sub-sampled videos.On the other side of the spectrum, video-specific models—a single or a few neural networks trained on a single video—exhibit several key properties: (i) facilitate effective video representations (e.g., layers) that make video analysis and editing significantly more tractable, (ii) enable long-range temporal analysis by encoding the video through the network, and (iii) are not restricted to the distribution of training data. Nevertheless, the capabilities, applicability and robustness of such models are hampered by having access to only low-level information in the videoWe propose to combine the power of these two approaches by the new concept of Neural OmniVideo Models: DL-based frameworks that effectively represent the dynamics of a given video, coupled with the vast knowledge learned by an ensemble of external models. We are aimed at pioneering novel methodologies for developing such models for video analysis and synthesis tasks. Our approach will have several important outcomes:•Give rise to fundamentally novel effective video representations.•Go beyond state-of-the-art in classical video analysis tasks that involve long-range temporal analysis.•Enhance the perception of our dynamic world
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Towards a learning building sector by setting up a large-scale and flexible qualification methodology integrating  technical, cross-craft and BIM related skills and competences' (BIMplement).

assistant: **Concept**

NZEB construction needs an enhanced systematic approach for the quality control of the entire process to reduce the gap between designed and actual performances of buildings. This requires a fully qualified and equipped workforce, capable to implement, execute and perform all the necessary labor actions with understanding of the responsibility of their own profession and actions, as well as the relation with the other involved professions and actions. BIMplement offers the trainers and the learners a range of tools that fit the objective of developing a fully qualified and equipped workforce, capable to implement, execute and perform all the necessary labour actions. Main aim is to achieve an improved quality for NZEB construction and renovation by setting up a large scale, training, CPD and qualification schemes, addressing the entire process phases in a cross-crafts and cross level multidisciplinary approach, strengthened with hands-on and BIM-enhanced workplace learning tools by following objectives:1.To improve the overall quality of renovations and new constructions, based on a BIM-enabled workplace learning, addressing the entire process phases in a cross-crafts multidisciplinary approach2.To create a new generation of professionals and craftsmen, equipped and enabled by BIM skills, to enhance the overall quality of construction and renovation across the entire process3.To foster interactions between different trades and professions enabled by a flexible qualification, certification and accreditation methodology for implementing BIM as a workplace learning environment4.To sustain the qualification and training schemes a replication and exploitation strategy will be developed and validatedAt the end of the 2 years project BIMplement has developed a transferable met
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 2020 proposal on 'TECHNOLOGY FOR THE REUSE OF BRINES FROM REVERSE OSMOSIS'.

assistant: **Concept**

USEFUL WASTES is a new company that has developed an innovative technology that allows the complete reutilization of brines from reverse osmosis process in food industry, transforming this waste into different valuable byproducts.Reverse osmosis is widely used to treat water in food industry due to the water quality requirements when it is used to clean, freeze or cook food, obtaining 75% of high quality water and 25% of brine that is discarded.With the aim of reducing this waste of water USEFUL WASTES was founded in 2016, and its main strengths are:- Improvement in water production, from the current 75% to 95-97%;- Circular economy: the remaining 1% is transformed into different valuable byproducts, such as bleach, salts or hydrogen gas;- Bleach self-production: this product is massively used in the food industry for cleaning and disinfection. Its production as a byproduct will allow the company not only to reduce costs but also to not be dependent on bleach suppliers.But most of all, the main advantage of USEFUL WASTES that guarantees its success is that it is profitable. Operating costs are smaller than the cost associated to bleach purchase (estimated savings are 4c€ per litre), without taking into account the savings obtained in water supply (22-24% of water that was being discarded is now transformed into fresh and soft water).Regarding the main competitors, brine management sector is completely dedicated to solving the problem caused by desalination plants’ brines, potentially dangerous for the marine ecosystems where they are discharged due to its high content in nitrates, so there are no solutions in the market targeting food industry.During phase 1, USEFUL WASTES will elaborate a detailed business plan which will set the strategy to commercialize successfullyi
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 Sixth Framework proposal on 'Functional genomic characterization of the bacterial Tat complex as a nanomachine for biopharmaceutical production and a target for novel anti-infectives'.

assistant: **Innovation**

Bacterial protein secretion is a fundamental biological process of the utmost relevance to human health. On one hand, this process can be exploited successfully to the benefit of human health through the biotechnological production of biopharmaceuticals. On the other hand, secreted bacterial toxins and virulence factors represent a major threat to human health. The Twin-arginine translocation (Tat) machinery represents a recently discovered, but widely conserved system for bacterial protein secretion. This multi-subunit nanomachine can transport fully folded proteins and thus has a huge potential for biopharmaceutical production in bacterial species that are already used for this purpose, including Bacillus, Escherichia coli and Streptomyces. It has furthermore been demonstrated that critical virulence factors are secreted via Tat in important pathogens, such as Pseudomonas aeruginosa and E. coli O157.The Tat machine programme aims at the multidisciplinary functional genomic characterisation of the Tat nanomachine for both biotechnological and biomedical purposes. We will: (A) eliminate the current bottlenecks in the Tat nanomachine that limit biopharmaceutical production in Bacillus, E. coli and Streptomyces; and (B) characterise the structure and function of Tat nanomachines from a few selected Gram-positive and Gram-negative bacteria, including major pathogens. To reach these goals, the full potential of bioinformatics, comparative and structural genomics, and proteomics will be exploited. The Tat machine partnership has a proven track record in the application of these cutting-edge technologies and includes Europe's leading groups in the field of Tat machinery 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: Write clear, measurable objectives and define the scope for the project 'Acoustic Monitoring of Marine Rainfall' (2007-2013) under Seventh Framework.

assistant: **Objectives**

Understanding the distribution and change of oceanic rainfall patterns is a major component of global/regional water cycle and climate change. Underwater acoustic measurements of rainfall can be used to detect and classify marine rainfall type and subsequently quantify the rainfall rate and its drop size distributions. These measurements if proven robust and accurate can be used to (1) provide continuous measurements of precipitation characteristics in the Oceans and (2) as in situ reference to physically validate satellite observations. In turn, the acoustic measurements of rain need to be evaluated using near-range high-quality weather radar and if possible co-located rain gauge arrays and disdrometers. These type of data will be available from the POSEIDON project operated by the Hellenic Centre for Marine Research (HCMR) and represents a unique data set worldwide to pursue this concept. Dr. Nystuen is the world leader in the interpretation of the underwater sound to measure rainfall. By working closely with scientists from HCMR Dr. Nystuen will be able to transfer knowledge and understanding of the technique to European scientists and allow them to become competitive for future grants applying the acoustical measurement of rainfall to validate radar and satellite rainfall observations and other related opportunities.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Sixth Framework proposal on 'HYdrogen, Methane and Nitrous oxide: Trend variability, budgets and interactions with the biosphere'.

assistant: **Concept**

The global atmospheric cycles of methane, nitrous oxide and hydrogen, are coupled and include various interactions with the biosphere. Apart from classical surface observations of these gases that are part of the GAW and CMDL networks, new detailed information on the regional scale about methane and nitrous oxide can and will be obtained from recently become available satellite observations by SCIAMACHY and IASI and from remote sensing observations by FTIR.In Hymn these observational data sets will be homogenised and evaluated against each other in order to derive consistent long-term time series. The error statistics of the observations will be carefully determined. By subsequently applying advanced emission inversion and data assimilation techniques to the validated observations in atmospheric chemistry models coupled to a new biosphere model, the sources and sinks of these gases will be quantified on regional scales (up to 1x1 degree).The coupling between the cycles of these gases and OH will be investigated focussing on presently not well-understood relations between variations in their trends. The new models will furthermore be applied to investigate the effects of a future transfer to a hydrogen economy and of the associated reduction in fossil fuel burning emissions (NOX, CO, VOCs) on the coupled cycles of H2, CH4, OH, and O3 taking into account interactions with the biosphere.
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 'Biodegradable and foodgrade coatings and waxes for application on cheese' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

Cheese making involves many complicated microbiological and chemical process steps. In the final steps a polymer coating is applied to prevent mould growth and to regulate water release. For final conservation the cheese is covered by paraffin wax. The polymer coating is currentlv produced from essentially non-biodegradable chemicals such as paraffin from crude-oil. This project aims at research leading to development of fully bio-degradable, foodgrade biopolymers and waxes based on renewable resources. The new coatings must be compatible with existing cheesemaking facilities. The new system offers an innovative, fully bioctegradable and foodgrade alternative to the nowadays applied system. It also increases tlexibility in the final stages of the cheese mal;ing process and facilitates cheese labelling. Such flexibility is much needed to stimulate ongoing and future efforts to promote cheese as a alternative, healthy diet component in Europe and other countries with currently low cheese consumption. Development of new standards and best practices will assist in reaching this target. At the same time it offers to European cheesemakers the option to produce higher quality specialty cheese in case bulk cheese production may shift to countries outside the European Union. Cheese making involves many complicated microbiological and chemical process steps. In the final steps a polymer coating is applied to prevent mould growth and to regulate water release. For final conservation the cheese is covered by paraffin wax. The polymer coating is currently produced from essentially non-biodegradable chemicals such as paraffin from crude-oil. This project aims at research leading to development of fully bio-degradable, foodgrade biopolymers and waxes based on renewable resources. The