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 Fifth Framework proposal on 'Water management system based on innovative monitoring equipment and dss'.

assistant: **Innovation**

Scientific objectives and approach:WATER MONITOR project will provide a monitoring system of water sources, both quantitative and qualitative, on the basis of a new analysis technology set up.This innovative instrumentation, an UV-Vis spectrometer, enables the tests of water quality in real time, providing a complete monitoring of water characteristics measuring in stable way the concentration of important substances present in the liquid such as nitrates, organic carbon and detergents. Through the combination and optimisation of data acquired from optics sensor and electronics sensor, the spectroscope make effective the analysis of the collected champions and translate instantaneously the data collected in an optical spectra.The instrument can be connected with the main transmission and processing devices therefore transmitting in real time the processed spectra.Problems to be solved:WATER MONITOR answers to requirements of new European set of rules about sustainable growth. These rules provide mainly for defence and retraining of environmental goods: water is one of the most precious and important natural resource.The main aims of WATER MONITOR project are:- A rational management of the available water resources- To guarantee the quality of drinking water, as recommended in Drinking water quality directive (98/83/EC)- Management of water resources that means pollution risk prevention, water loss reduction and reliable supply. These are also explicit objectives of the European Community, fully justified by the warring future of water supply.The project envisaged fully complies with the European policy towards a sustainable development, improving European technology level by new tools and instruments protecting the environment.Expected Impacts:The advantages are clear f
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 'The gut and bias benefits - the investigation on urolithin metabotypes. Producer strains isolation and multiomic-based description of ellagitannin biotransformation.', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Ellagitannin-rich herbal remedies are used traditionally because of their anti-inflammatory activity. This is connected not to ellagitannins themselves but to their metabolites produced by the gut microbiota. Urolithin A (UroA) is recognized as the most significant of all ellagitannins’ metabolites. However, not everyone is able to have it produced in their gut. The UroA production is exclusive to the hosts of urolithin metabotype A (UM-A) and B (UM-B) and is most probably dependent on the gut microbiota composition and activity. Preliminary trials showed that UM-A hosts have a lower risk of cardiovascular disease. Moreover, the transition from UM-A to other metabotypes is also connected to aging, which might suggest losing certain beneficial abilities. The identity of microorganisms that differentiate UroA producers were not yet revealed. If recognized, new probiotics might be designed. Providing non-UM-A hosts with the possibility to produce UroA efficiently would grant them an advantage due to reports of a wide range of proven and indicated UroAs biological activities.The project aims to isolate, characterize and preserve bacterial strains able to produce UroA from the fecal samples of UM-A and UM-B donors. This will be possible due to innovative substrate conversion screening strategies and novel metabolomic and sequencing techniques utilization. Results will provide missing insights about urolithin metabotypes for further explanatory studies focused on the elucidation of UM-dependant features. Moreover, bioinformatic tools will be developed to obtain multi-omic descriptions of the studied processes, combining metabolomic and targeted metagenomic data. The project will deliver protocols and data analysis methods that will enable us to run advanced projects in the fi
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 'Development of a ncRNA DNA Methylation Kit for the Diagnosis of Cancer of Unknown Primary' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The innovative idea behind the EPICUP (EPIgenetics of Cancer of Unknown Primary) project is to develop a package demonstrating the feasibility of a high-throughput tool for epigenotyping Cancer of Unknown Primary (CUP) to identify tumor type based in the DNA methylation profile of non-coding RNA (ncRNA) loci. CUPs are a heterogeneous group of cancers defined by the presence of metastatic disease with no identified primary tumor at presentation. In those CUPs where the primary tumor type is not identified, the outcome is extremely poor with an expected death within the first six months of the diagnosis. CUP has been reported to comprise approximately 5% of all cancer cases in the world. Despite the introduction of new image technologies and immunohistochemistry methods, more than 50% of CUPs remain anonymous regarding their primary tumor site of origin and, as mentioned, their prognoses are dismal. As part of the ERC Advanced Grant “Epigenetic Disruption on Non-Coding RNAs in Human Cancer” (EPINORC), aimed at determining the contribution of DNA methylation alterations to the aberrant activity of ncRNA loci in human cancer, we have used the most advanced DNA methylation microarray technology to detect CpG methylation changes in a wide variety of ncRNAs (microRNAs, lincRNAs, T-UCRs, snoRNAs, piRNAs...) that show a tumor-type specific pattern. In the current EPICUP Proof of Concept (PoC) proposal, we plan to optimize a ncRNA DNA methylation assay that includes a user-friendly and cost effective approach to improve the clinical diagnosis of CUP cases to an extent that will make it interesting commercially for the health providers and their associated company partners.
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 'The world's first Sensor-Based Water Filter to Purify and Analyse Tap Water' in the context of a Horizon 2020 call.

assistant: **Objectives**

Magnus Jern and Alex Schwartz founded TAPP Water in 2014 and since then have tested over 50 different filters and technologies, while conducting blind tests among test panels and installation tests and analysis by water institutes. Based on our findings, we developed a new filter system that provides the cleanest and best tasting tap water in the world: TAPP, combining the best of Scandinavian design, German engineering and Spanish water filtration expertise.For now, our short term goal is to lower the environmental impact of clean drinking water and replace at least 1 Billion bottles by 2020 by empowering people to easily get clean and healthy water from tap. To achieve this goal, we have already sold two tap filters (TAPP 1 and 1S) in 5 countries, while TAPP 2 is being prepared for launch in June 2018.TAPP X is the world’s first household water filter that contains sensors to analyse tap water quality in real time. With TAPP X we intend to alter consumers’ behaviour once and for all by taking away prejudices about (filtered) tap water in the form of an evidence-based approach. In addition, we will use this data to inform water providers and municipalities about tap water quality in their area. TAPP X is the next step in providing affordable, clean drinking water to all, while creating awareness about water consumption and battling harmful plastic waste.With an estimated 1 Billion households worldwide having access to tap water, we initially target about 62 Million households in Europe and North America with TAPP X. Successful implementation and of TAPP X in our current portfolio of water filters by 2021 will boost our company not only financially, but also create new positions, further enhance tap water quality and reduce plastic bottle waste with 2 Billion bottles pe
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 a project proposal abstract for 'Regulation of obesity and fatty acid-induced inflammation by AMP-activated protein kinase in obese/type 2 diabetic and inactive human skeletal muscle' to be submitted under Seventh Framework.

assistant: **Abstract**

It is increasingly recognised that obesity is characterised by chronic activation of inflammatory pathways in skeletal muscle and that this is a causative factor of obesity associated insulin resistance; also contributing to the pathogenesis of complications of diabetes. My work has shown that activation of AMP-activated protein kinase (AMPK) can regulate inflammatory signalling by antagonising fatty acid-induced NFκB and MAPK signalling (Green CJ et al., in preparation). The latter work was carried out in rat (L6) muscle cells, this project will confirm whether AMPK can regulate fatty acid/obesity-induced inflammatory signalling in human skeletal muscle cells from obese patients and assess to what extent pharmacological activation of AMPK can be utilised in humans to treat fatty acid-induced inflammation. The overall objectives of this project are to demonstrate that; 1) Isolated, cultured, skeletal muscle myocytes from obese patients retain their inflammatory phenotype as seen in vivo, 2) AMPK activating drugs can antagonise obesity associated inflammation in isolated skeletal muscle myocytes from obese, type 2 diabetic subjects, 3) to assess whether physical inactivity renders isolated skeletal muscle more susceptible to fatty acid-induced inflammation compared to healthy controls, and 4) to provide evidence that activation of AMPK, using insulin sensitising agents, can be used as an effective strategy to ameliorate obesity associated inflammation in humans at the whole body level.
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 'Environment-Friendly and Cost-Effective Production of Graphene Nano Platelets for Composite Applications'.

assistant: **Innovation**

Graphene-based materials gained a lot of interest by researchers worldwide and a wide variety of applications has been developed from them in the last decade. There are more than 45000 patent applications recorded after the inventors of graphene were awarded with Nobel prize in 2010. Graphene’s applications extend from fast charging high capacity batteries to light-weight and high strength aircraft parts. Composite industry is the field that graphene can be quickly adapted because graphene can be produced in powder form similar to many of the other additives used in the composites industry. Composites industry is a €63.2 Billion market and it is expected to reach above €113,85 Billion within the next 5-6 years. Offering performance properties comparable with the current metallic and ceramic materials is the main motivation for the composite producers and costs of the additives in the market constitutes only 1% (>€1 Billion market for additives) of the overall costs. The major obstacle that prevents the rapid initiation and adaption of graphene into the composites market is the price ranges (2800-7600 €/kg) of the material with desired quality. In order to overcome this obstacle, Nanografi developed a simple, disruptive, cost-effective and environment-friendly graphene production method (patent pending) and offered a good chance for graphene in the composites industry. The developed method offers graphene nanoplatelet product with high quality and offering the lowest price range (<€85/kg graphene) after the production is scaled up to 100 tonnes/year within 5 years. The price offers can go down further as the demand increased. To conclude, in GREENGRAPHENE Project, Nanografi aims to bring its high quality graphene product which we produce by our highly innovative method 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: Explain how 'Faster and More Energy Efficient Machine Learning for Embedded Systems' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

EmbeDL is a Software Development Kit installed on premises to optimise complex DL models on embedded hardware systems. It empowers product manufacturers by providing them with the entire toolchain and services necessary to accelerate their AI-driven system development and launch into production. What is currently taking months, years or abandoned R&D, can now be done in weeks. Using the EmbeDL platform, the product development team can:-Automatically optimise a DL model for specific hardware while meeting energy consumption, hardware cost, and other requirements, by pruning/compressing a state of the art model in a hardware and requirements-aware  fashion or searching automatically for the optimal model.-Automatically evaluate hardware for its model (currently existing as an internal tool to be developed into a full fledged product), by a combination of predictive methods and hardware-in-the-loop.-Accelerate the development cycle with easy to use and highly automated tools.


**Keywords:** embedded devices,deep learning,neural networks,edge AI,TinyML
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 'Smart elements for sustainable building envelopes' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

There is a vastly growing demand for increased energy efficiency, safety and improved health of the buildings we live and work in. These demands need to be addressed by a mostly SME oriented building industry, which traditionally responds sluggish to technological advancement. This is partially due to restrictive building codes, which all too often delay new developments but also because the cost and time pressure on the building sector gives SMEs not much room for technological development and the implementation of innovation. The SESBE consortium, consisting of three SMEs, four industrial and five research partners, addresses this and will provide new solutions for lightweight, energy efficient and safe façade elements. For the first time nanomaterials and nanotechnology are suggested for this type of application. It will be used as a tool to custom design functional and performance properties of façade sandwich elements for new constructions and half elements for refurbishment of existing buildings as well as a new type of sealing tape and intumescent coating for fire protection. It is highly expected, the new solutions will have a significant impact on the building sector, not only commercially and societal but also giving impulses to SMEs to invest more in innovation and to partner-up with competent research partners whenever possible. This approach could be a role model for the partnership of research, industry and SMEs in achieving the mutual goal of making housing sustainable, energy efficient, affordable, safe and healthy.
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 'The birth of a EUropean Distributed EnErgy Partnership that will help the largescale implementation of distributed energy resources in Europe (EU-DEEP)' in the context of a Sixth Framework call.

assistant: **Objectives**

A group of eight European energy utilities propose an Integrated Project to remove, in five and a half years, most of the technical and non-technical barriers which prevent a massive deployment of distributed energy resources (DER) in Europe. In partnership with Manufacturers, Research Organisations, Professionals, National Agencies and a Bank, they will implement a demand-pull rather than technology-push approach. This new approach will provide five fast-tracks options" to speed up the large-scale implementation of DER in Europe, by defining five market segments which will benefit from DER solutions, and fostering the R&D required to adapt DER technologies to the demands of these segments. A European Competence Group will be created to exploit commercially, beyond the end of the project, the development of the methodology to create the fast-track options. This development requires a set of iterative R&D tasks by utilities, research laboratories, manufacturers of generator sets, storage and grid connection equipment, and investment bodies to qualify the prospects of the newly defined market segments. This work will be completed by one-year experimental measurements campaigns to gather realistic data on the life cycle costs of the candidate technologies. In order to validate the new demand-pull approach, a minimum of five market segments must be studied in the three market sectors (industrial, commercial and residential) for one or two types of DER demands ("incremental-DER" from existing DER applications, and/or "DER-breakthrough" from the study of disruptive behaviours introduced by new trading mechanisms). Manufacturers should then be in a position to launch industrialisation tasks of the most promising DER solutions. In addition, regulatory bodies will be able to rel
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 'Transient pressure in pressurised conduits for municipal water and sewage water transport' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Background:Transient flows in long pipes and conduits conveying water are caused when valves are shut suddenly, or pumps started or shut down quickly. Transient flows can contain large amounts of momentum and kinetic energy, dissipated through heat, damping and elasticity in the pipe walls and surrounding material, or through the generation of cracks and leaks. In practice, many pipes are designed using codes developed for the transmission of steady flows. Testing the design against transient operation is done as a separate exercise; often there is no communication between those conducting the two design checks. The position is further complicated by the lack of EU standards relating to pressure transients. Where transients are mentioned, the hydraulic behaviour of the whole system is ignored.Objectives:1. To review and categorise the rules relating to safe design and operation of pipelines from Europe, Scandinavia, USA, Canada and the former USSR;2. To categorise piping systems into classes and select critical causes of transients;3. To specify parameters by component for good and baddesign;4. To specify ground rules for a new EU standard combining transients and steady flow conditions;5. To specify a methodology for complementing other standards covering transients and leakage in pipelines conveying other liquids.Work programme: The programme is divided into 6 Work Packages (WPs),which are inter-related but autonomous sets of tasks, with specific objectives and milestones. WP1 is concerned with reviewing all available standards; WP2will collate existing data and develop a suitable common database; WP3 will collect and analyse new experimental data; WP4will analyse published leakage data and collect new leakage data from a specially constructed rig; WP5investigates the