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: Write the concept and methodology overview for 'Extending the attractiveness of transport for end user and extending IP4 to SaaS solutions.' under Horizon 2020.

assistant: **Concept**

ExtenSive project will be part of Shift2Rail (S2R), the first rail joint technology initiative focused on accelerating the integration of new and advanced technologies into innovative rail product solutions. It is framed within the innovation Program 4 (IP4), which addresses “IT solutions for attractive Railway services”. ExtenSive provides complementary and continuous solutions already started within previous projects, MaaSive, ATTRACkTIVE and CO-ACTIVE, to enhance traveller experience and improve the travel services (in the areas of travel shopping, trip tracking, booking and ticketing) and deal with Software as a Service approach.ExtenSive will improve and enhance the current functionalities of IP4 and create synergies with the other S2R IPs to enhance services for users and operators and facilitate information flow among IP4 services and other railway systems.


**Keywords:** Traveller Experience, MaaS, SaaS, MR
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 'Investigating glial glycogen utilization for ion homeostasis in the brain and its relevance to epileptogenesis: electrophysiology and pharmacology in awake behaving mice' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

We do not yet fully understand the cellular basis of brain energy metabolism. The high energy consumption of mammalian brain sets information processing under critical metabolic constraints. Energy efficiency in brain signaling is supported by functional and metabolic interactions between neuronal and astrocytic cells. Specifically, during neuronal activity astrocytes rapidly take up neuronally-released compounds from the extracellular space, including potassium (K+) and transmitter molecules. These operations affect brain excitability and their dysfunction can increase susceptibility to seizures and eventually lead to epilepsy. Importantly, ion homeostasis in astrocytes is fueled by astrocytic glycogen, the sole cerebral energy store. The primary aim of the present project is to investigate how metabolism of glycogen in astrocytes supports and influences the different stages of neuronal activity under normal and epileptogenic conditions. I hypothesize that K+-induced glycogenolysis in astrocytes controls neuronal excitability (functional role) as well as neuronal glucose uptake (metabolic role). These ideas are supported by the recently demonstrated requirement of astrocytic glycogenolysis for the uptake of extracellular K+ obtained in cell cultures and by preliminary results that I obtained through kinetic analysis. The present project will tackle, for the first time in awake behaving mice, the characterization of activity-dependent brain glycogen metabolism by means of electrophysiological and pharmacological experiments. The outcomes will provide essential insights into the mechanisms underlying normal ion homeostasis and its impairment in epilepsy as well as other pathologies related to aberrations in brain energy metabolism. The project will have a substantial imp
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 'Services in Support for Business and Innovation in Croatia - Key Account Management - SSBI-CRO-KAM5'.

assistant: **Objectives**

This action will establish and provide the innovation support services addressing in general Croatian SMEs with significant innovation activities and in particular the beneficiaries of the SME instrument, of Fast Track to Innovation (FTI) and Future and Emerging Technologies Open (FET-Open). The action will provide continuation of the SSBI-CRO-KAM, SSBI-CRO-KAM-2, SSBI-CRO-KAM-3, and SSBI-CRO-KAM-4 proposal which is currently implemented under the remit of H2020 for the period of 2019. Based on the findings from previous actions and on the analysis of the needs and of the potential of the region (carried out through 1on1 consultations with other relevant partners/stakeholders supporting innovation in Croatia) the consortium defined service packages that will be delivered to the SMEs:•12 service packages for Key Account Management (KAM) of successful SME beneficiaries of SME Instrument, FTI and FET-Open, with an aim of identifying bottlenecks to creating economic impact in companies•35 service packages for Enhancing Innovation Management Capacity (EIMC), with the goal to improve clients’ capacity to manage innovation processes, increasing their efficiency and effectiveness.Project partners HAMAG-BICRO, UNIST, TPV, TERA and STEPRI will each individually provide number of service packages according to the analysis of regional needs (regional coverage, number and readiness of clients). Direct impact from the Action will be a more effective and efficient conduction of innovation processes, and an enhanced growth and profitability of SMEs receiving the services.


**Keywords:** Innovation, SME, H2020, SME Instrument, FTE, FET-Open
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 'Artificial intelligence-based decision support system for risk stratification and early detection of heart failure in primary and secondary care'.

assistant: **Innovation**

Heart failure (HF) is a pandemic currently affecting up to 15 million people in Europe. It is a complex clinical syndrome presenting with impaired heart function and is associated with poor quality of life for patients and high healthcare costs. There is a high clinical demand for novel artificial intelligence (AI) tools which will facilitate risk stratification, early diagnosis, and disease progression assessment in HF. Such tools are essential to allow prompt initiation of evidence-based prevention and treatment strategies which will improve patient quality of life, reduce morbidity and mortality and the HF burden on healthcare. STRATIFYHF aims to develop, validate and implement the first AI-based, decision support system (DSS) for risk stratification, early diagnosis, and disease progression assessment in HF to accommodate both primary and secondary care clinical needs. The DSS will integrate patient-specific demographic and clinical data using existing and novel technologies and establish AI-based tools for risk stratification and HF prediction using machine learning. Additionally, a mobile app will be developed to empower patients to better manage their condition, and health care professionals to make informed decision in selection of evidence-based HF prevention and treatment strategies. Our multidisciplinary consortium, including three small-to-medium enterprises (SMEs) and two stakeholder organisations, will be guided by medical advice and regulatory and health technology experts to deliver the DSS as a medical class 2b device, reaching TRL 8 by the end of the project. STARTIFYHF will change the way in which HF is diagnosed today and thereby improve the quality and length of patients’ lives and lead to efficient and sustainable healthcare systems by reducing 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: Draft an executive summary for the EU project 'Exact Mining from In-Exact Data' (MININEXACT) targeting Seventh Framework.

assistant: **Abstract**

Data exchange and data publishing is an inherent component of our interconnected world. Industrial companies outsource datasets to marketing and mining firms in order to support business intelligence; medical institutions exchange collected clinical experiments; academic institutions create repositories and share datasets for promoting research collaboration. A common denominator in any data exchange is the 'transformation' of the original data, which usually results in 'distortion' of data. While accurate and useful information can be potentially distilled from the original data, operations such as anonymization, rights protection and compression result in modified datasets that very seldom retain the mining capacity of its original source. This proposal seeks to address questions such as the following:- How can we lossy compress datasets and still guarantee that mining operations are not distorted?- Is it possible to right protect datasets and provide assurances that this task shall not impair our ability to distill useful knowledge?- To what extent can we resolve data anonymization issues and yet retain the mining capacity of the original dataset?We will examine a fundamental and hard problem in the area of knowledge discovery, which is the delicate balance between data transformation and data utility under mining operations. The problem lies at the confluence of many areas, such as machine and statistical learning, information theory, data representation and optimization. We will focus on studying data transformation methods (compression, anonymization, right protection) that guarantee the preservation of the salient dataset characteristics, such that data mining operations on original and transformed dataset are retained as well as possible. We will investigate how
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 'Development of an integrated support system for the optimization of design and dimensional prediction for molding and casting' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The importance of design in product development is well known. This is specially true in what concerns the cast industry. There is an increasing pressure to develop specialized products to fit markets niches, and products featuring smarter designs, to improve overall quality and mainly to do all this, faster, better and more economically. Castings is the most effective method to produce metal parts in terms of both material and labor costs. In comparison with other fabrication methods, casting allows less geometrical constraints, the use of a wide variety of alloys, thin walls, etc. However, these advantages can be offset by the long lead time between purchasing and acceptance, by the efficiency associated to the process, as well as by the existence of casting defects. These factors results from the need of mould design optimization. In fact, the pattern design process is usually described as an craftsart and most of the cases is based on empirical and undocumented experience. Computers could assist the foundryman in the design of a pattern, gating and feeding system, simulating and optimizating the most adequate mold design to be used. It is therefore envisaged to develop an integrated system which optimizes the design accordingly with the component performance requirements and which will consider the main factors and relationships of the casting process, dependent on the design stage. The system to be developed will comprise the pattern design made in CAD originating a drawing in electronic format. This CAD data will be used in the simulation of different mold designs in order to evaluate the different solutions to produce the final pattern. Each mold design solution is characterized by parameters and technical solutions used. To guide the development of the mold desi
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 'Support to the Vice-Presidents of the ERC Scientific Council 2023' under Horizon Europe.

assistant: **Concept**

The European Research Council (ERC) provides a competitive platform for investigator-driven frontier research at the European level. It is led by a Scientific Council (ScC) consisting of 21 eminent scientists and their President, and it is this council that independently establishes and oversees the ERC's scientific management and the implementation of its Work Programme. This project aims to support the ERC Vice-Presidents, who act on an honorary basis, in the efficient and timely achievement of the ScC's goals in 2023. This project will provide local administrative and advisory support to the three ERC Vice-Presidents. The staff supported by thisproject will provide analysis of the output of the ERC and the ScC to the Vice-Presidents, preparatory work for the meetings of the ScC, support with scientific outreach and representation, as well as maintaining a clear and efficient channel of communication between the Vice-Presidents and the ERC's Executive Agency. A key duty of the Vice-Presidents is maintaining the integrity of the ERC's evaluation panels, and the staff supported by this grant will facilitate this by providing detail information and analysis of potentialpanel members to the Vice-Presidents to allow them to take informed decisions on recruitment. The staff will also coordinate the invitation of new panel members and communicate with them during the recruitment process. The impact of the project will be to ensure the efficient and well-managed operation of the ScC. This support is required, as the duties of the Vice-Presidents demand a considerable portion of their time. By allowing the Vice-Presidents to effectively and efficiently perform their duties, this project willcontribute significantly to the continued implementation of the ERC under Horizon Europ
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 'Excellence in SImulation of Weather and Climate in Europe' (ESiWACE), addressing dissemination and exploitation.

assistant: **Impact**

ESiWACE will substantially improve efficiency and productivity of numerical weather and climate simulation on high-performance computing platforms by supporting the end-to-end workflow of global Earth system modelling in HPC environment. This will be obtained by improving and supporting (1) scalability of models, tools and data management on state-of-the-art supercomputer systems (2) Usability of models and tools throughout the European HPC eco-system, and (3) the Exploitability of the huge amount of resulting data.We will develop solutions for cross-cutting HPC challenges particular to the weather and climate domain. This will range from the development of specific software products to the deployment of user facing services for both, computing and storage.ESiWACE leverages two established European networks, namely (1) the European Network for Earth System modelling, representing the European climate modelling community and (2) the world leading European Centre for Medium-Range Weather Forecasts. The governance structure that defines the services to be provided will be driven by the European weather and climate science community.Weather and climate computing have always been one of the key drivers for HPC development, with domain specific scientific and technical requirements that stretch the capability and capacity of existing software and hardware to the limits. By developing solutions for Europe and at European scale, ESiWACE will directly impact on the competitiveness of the European HPC industry by engendering new products, providing opportunities for exploitation beyond the project itself, and by enhancing the skills base of staff in both industry and academia.ESiWACE will be at once thematic, as it focuses on the HPC application domain of climate and weather mode
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 'Whey2Value: Valorising waste whey into high-value products'.

assistant: **Objectives**

ACIES BIO, a SME with a decade of profound experience and market understanding, has developed an innovative and disruptive technology already recognized within SME INST Phase 1 to address a major unsolved high-cost environmental challenge for the world’s dairy industry: acid waste whey. Around 200 million tons of waste whey is produced annually, of which nearly 50% goes unprocessed and ends up clogging the wastewater treatment stations or, in less regulated environments, is released into streams thus heavily polluting the environment.  The W2V project aims to bring to market a unique patent-pending eco-innovation bioprocess to utilize acid waste whey as a primary ingredient for microbial fermentation to produce sustainable high value product. Its key objective is to launch production of organic vitamin B12 on the market through eco-innovative technology, which uses waste whey as input substrate and produces as a result high value product vitamin B12 and purified water. It is solving the unmet challenge of sustainable milk processing with Make-Use-Reuse principle: from milk industries (cheese production) through waste whey management to vitamin B12 production used for the animal feed additives industry and cleaned water reused in the dairy industry again. The implementation of W2V technology will greatly reduce the environmental footprint, lower the production costs and increase competitiveness of dairy companies. Particularly, W2V technology will be highly relevant for European dairy industry, where most companies consist of small-medium sized dairy factories, which cannot afford costly processing facilities for disposal of acid whey. W2V will generate an entirely new type of product for the EU and global markets: an organic vitamin B12-enriched microbial biomass, which
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 'Incentives through Transparency: European Rental Housing Framework for Profitability Calculation of Energetic Retrofitting Investments', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The current level of energy efficiency investments in the rental housing sector is in danger of missing EU policy targets. RentalCal aims to develop models and tools for assessing the commercial viability of energy efficiency retrofitting in the rental housing stock. This will reduce split incentive barriers, price in green added value and show a clear road map towards a sustainable housing stock. In particular, RentalCal seeks to make the following key contributions: 1. Develop the first commercial viability assessment framework for energy efficiency refurbishments specifically for rental housing Although rental housing represents the majority of Europe’s multifamily housing stock, current viability calculation methods for energy efficiency retrofits are geared towards owner occupiers and ignore some inherent characteristics of the specific national rental market such as split incentives, rental regulations, tax regimes etc. RentalCal will develop an innovative standardised methodology for assessing retrofits in the private rental housing sector. 2. Increase the transparency of investment conditions in the EU housing industryRentalCal will provide transparent information on the viability of energy efficiency investments based on legal, technical and financial conditions in eight participating member states. The standardised framework will allow for a transparent comparison of investment conditions in the EU, help to remove investment barriers in national housing markets and stimulate cross-border investment activity. 3. Disseminate key insights into the 'Green Value' proposition to specific target groups RentalCal will provide rental property investors with target group specific information regarding the viability of a proposed retrofit investment. This includes the va