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 the specific objectives and expected outcomes for 'Task 2.1.2/5 Economic, environmental and social conditions for sustainable development of transport' in the context of a Fifth Framework call.

assistant: **Objectives**

The main objectives of TransVision are:- contribute to identifying the current and future transport requirements;- show ways to satisfy these requirements by a sustainable development of transport;- provide a deep insight into the interdependencies between transport influencing factors, transport policy, transport demand and sustainability;- adopt views across all modes and consideration of their external costs;- consideration of different future developments in passenger and freight transport;- provision for policy makers on the European, national and local levels with a TransVision decision tool to aim at the realisation of the Common Transport Policy and a sustainability of transport;- Discussion of future use of the TransVision decision tool as a standard instrument.
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 'Understanding the determinants of the intergenerational transmission of inequality'.

assistant: **Concept**

Understanding the dynamics of social inequalities is a key step in the elaboration of adequate policies to equalize life chances in Europe. This project concentrates on measuring the intergenerational transmission of economic status in European countries, and assessing its causes. Its main objective is to determine the extent to which characteristics of the social and family background influence individual socio-economic success, in particular labour market outcomes and educational attainment.To achieve these objectives, this project will first focus on refining and extending the description and measurement of intergenerational mobility, by examining the influence of maternal input on individual socio-economic outcomes, by providing a long-run assessment of earnings dynamics over three generations and by analysing the transmission of asset holdings across generations and the influence of bequests on individual success. Second, it will concentrate on the analysis of the causal mechanisms that are responsible for the intergenerational transmission of inequality. Several inter-related factors are likely to account for the observed social and economic (im) mobility patterns.Available evidence usually lacks a clear structural interpretation. This project will examine the causal impact of parental education and earnings on individual socio-economic status. It will use microeconomic survey data and relevant empirical methods (including quasi-natural experiments) to identify the causal mechanisms at work.The intergene rational transmission of inequality is a multi-faceted topic that calls for a multidisciplinary approach. The main training objective of this proposal is to provide me with an opportunity to develop multidisciplinary interactions. This project also require s the i
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 'Photonic Integrated Comb Source'.

assistant: **Objectives**

Data will grow tenfold by 2025 to 163 ZetaBytes. The rise in mobile video, video-on-demand, cloud and other bandwidth intensive services are putting strain on the optical communication networks that make up the internet. Laser technology is at the core of moving all of this data between users and datacentres. Data storage and processing innovations have outpaced transmission innovations leading to a data transmission bottleneck. Next generation laser technologies are needed to remove this bottleneck. Pilot Photonics has developed a disruptive laser technology that can displace the “single mode” lasers that have been used in this market for more than two decades. Our opportunity is to licence and sell our differentiated solutions into the $13BN laser market.Known as Optical Combs, these new lasers offers the disruptive value proposition of reduced cost, footprint and power consumption, with a simultaneous increase in performance, and capacity. Pilot Photonics’ competitive advantage is its ability to generate optical combs using photonic integration. This state-of-the-art technique combines multiple optical functions on a single photonic chip, and is analogous to the development of microchips in the 1960s which combined multiple electronic functions on a single silicon chip. The use of photonic integration drives huge efficiencies in cost, footprint, power consumption and performance and Pilot Photonics has patent protection on the world’s smallest and most versatile optical comb source, making it suitable for use in long haul optical networks for the first time. This Phase 2 project will see the technology reach market acceptance. The project will enable Pilot Photonics to generate revenue of more than €50m from this product alone, within 5 years of the project start rep
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 'Cybersecurity for AI-Augmented Systems' under Horizon Europe.

assistant: **Concept**

With AI-enhanced components being deployed everywhere, including the very toolchains used for secure software development, the traditional security focus on software and hardware assets can no longer guarantee “secure services, processes and products, [and] digital infrastructures” in the EU Strategic Plan 2021-2024. Sec4AI4Sec wants to develop security-by-design testing and assurance techniques for AI-augmented systems, their software and AI assets. AI-augment systems provide an opportunity to democratize security expertise and give access to intelligent, automated secure coding and testing, by enabling novel capabilities, lowering development costs and increasing software quality (AI4Sec).  They are also a risk: AI-augmented systems are vulnerable to new security technical threats specific to AI-based software, in particular where matters of fairness or explainability are important (Sec4AI). Sec4AI4Sec addresses these challenges to the fullest extent: “AI for better security, security for better AI.”The Sec4AI4Sec project will address these two facets of AI to achieve a deep scientific, economic and technological impact, while contributing to addressing key societal issues. It will validate its approach on three key scenarios of the EU Digital Compass towards Digital Sovereignty: 5G core virtualization, Autonomy for safety systems in aviation and security and Quality for 3rd party software assessment and certification.Sec4AI4Sec assembled a team with 5 leading Universities (Amsterdam, Cagliari, Hamburg, Lugano, Trento), 2 innovative SMEs (FrontEndART, Pluribus One), 3 Large Enterprises (Airbus, SAP, Thales) and 1 Center for digital innovation (Cefriel). The project will generate a set of innovative techniques and open-source tools, new methodologies for secure design
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 'Harnessing Hydrogen’s POtential With Rotating Detonation' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

H2POWRD seeks to harness hydrogen's potential with rotating detonation combustion (RDC) integrated with a gas turbine (RDGT). Rotating detonation is a paradigm breaking technology that revolutionizes the thermodynamic process to be significantly more efficient. This efficiency leap also introduces new challenges in the form of unsteady, transonic flow at the turbine inlet and higher heat transfer. Building on insights of a previous ITN (INSPIRE), which underscored the potential benefits of RDC, H2POWRD focuses on efficiently harnessing the unsteady outflow from the combustion of H2 in an RDGT. This project revolves around three primary areas of investigation: (1) delving into the fundamental aspects of the combustion, encompassing reactant injection, mixing, detonation propagation, and heat transfer; (2) optimizing the transition region between the combustor and the turbine to tailor Mach number, pressure, and velocity fluctuations for turbine compatibility; and (3) refining the aerodynamics of rotors and stators to maximize efficiency within relevant design philosophies and Mach number regimes. Employing a comprehensive approach, H2POWRD combines experimental and numerical methods to gain profound insights into both individual component physics and their intricate interactions. The project's outcomes are expected to deepen our understanding of critical scientific questions surrounding the unique features of RDC detonation waves, exhaust flow conditioning for targeted properties, and the design of turbines adept at handling heightened levels of unsteadiness. Beyond scientific inquiry, H2POWRD will showcase the technology's potential and delineate pathways toward realizing higher efficiency and reduced fuel consumption. Moreover, H2POWRD is committed to fostering sustain
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 'Reliability of Advanced High Power Semiconductor Devices for Railway Traction Applications' (1994-1998).

assistant: **Innovation**

Objectives and content Power modules in IGBT (insulated gate bipolar transistor) technology are now at the threshold of their introduction to railway traction appilcations. Owing to the very rigorous operating conditions involved, above all the large temperature fluctuations between winter and summer and the frequency of the on and off states, very high demands are made on the reliability of these power devices: thus they must operate for 35 years without failures. However, the number of power devices used in railway traction applications will always be relatively small, so that the reliability requirements cannot be simply verified by experiment. Hence the concept of buiit-In reliability must be consistently implemented. The core of the activities planned for the project therefore consists of the elaboration of accelerated reliability tests, whose scientific basis consists of the failure mechanisms and the corresponding models. The requirements profiles of the tests are determined from the line profiles under normal and abnormal operating conditions. The end-users, i.e. the railway operators, will be involved in the work of defining the line profiles. All major applications, from tramways to high-speed trains, will be examined in this process. In addition to testing the IGBT power modules separately, it appears to be particularly important to test them within the system as well. To this end, assemblies for worst-case operation (AWCOs) are to be developed and operated for test purposes. Planned flanking measures include work on alternative contacting techniques as well as an investigation into whether any reliability indicators exist that allow module degradation to be indicated in a simple way. The reliability simulation of the system should permit a reliability predic
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 'Towards natural flood reduction strategies' (ECOFLOOD), addressing dissemination and exploitation.

assistant: **Impact**

The long-term objective of EcoFlood is to stimulate creation of floodplains that both protect the environment against floods and provide opportunities for restoration and development of highly valuable ecosystems. This requires an integrated vision. However, there is a knowledge gap between research fields, and scientific output is not appropriate for stakeholders. EcoFlood contributes to the long-term objective by elaborating a manual, being the main deliverable of a scientific conference, a stakeholder workshop and a think tank meeting.It will consist of: 1) Scientific knowledge on wet and terrestrial floodplain ecosystems (hydrology, geochemistry, ecology and socio-economy); 2) Practical problems that obstruct stakeholders in creating natural flood defences; 3) Identify scientific gaps and insecurities.
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 'Functional analysis of miRNAs during early development' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Four research teams of the Institute of Molecular Biology and Biotechnology (IMBB) will provide training for early stage researchers in the format of a 'mono-site'. We will provide open access to eligible fellows, who will be selected based on their motivation and potential of excellence. We offer to integrate the foreign fellows into our existing tutorial program for local graduate students, thus strengthening our ongoing educational activities and we will provide for each fellow an individual research program for studying developmental processes in model organisms with a special focus on the elucidation of the regulatory role of small non-coding RNAs, including micro RNAs (miRNAs). We will establish expression profiles of various miRNAs and we will identify and validate target mRNAs that are under miRNA control. During their stay at the IMBB, the fellows will be considered members of our research teams with full access to the facilities and infrastructure of our institute. The training scheme will aim to develop scientific competence of the visiting fellows and will provide them with specific technological, theoretical and complementary skills that will be useful for their professional future, encouraging them to pursue own research careers. We hope to establish and reinforce via this training program long-term links to other European teams.
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 'Development of innovative and healthful marama bean (Tylosema esculentum) products targeting niche markets'.

assistant: **Concept**

The marama bean is an underutilized crop native to the Kalahari desert and neighbouring sandy regions and forms part of the diet of the indigenous populations. It is an excellent source of quality protein (30-39%); its oil (35-43%) is rich in mono- and di -unsaturated fatty acids and contains no cholesterol. Marama is a good source of micronutrients such as calcium, iron, zinc, phosphate, magnesium, B vitamins and folate. It is also reported to be a potential source of phytonutrients including isoflavones , tannins, trypsin inhibitors, phytates and oligosaccharides, components which have been shown in other foods to contribute to health in particular prevention of non-communicable diseases such as cardiovascular diseases, diabetes and some cancers.Despite the potential value of the marama bean, there has been very little research effort at increasing its commercial value. A previous EU funded project (MARAMA) looked at its production and recommended further research to develop marama as a crop to benefit from this important natural resource. MARAMAII will use a market driven approach to develop innovative high quality and healthful marama bean food products to target niche markets in Southern Africa and internationally. It is expected that the project will create awareness amongst the stakeholders in the agricultural value chain of the potential of marama, the range of products that could be produced, the quality and desirable attributes of the bean and value added products, the health effects of consuming, and potential target markets.The project will work closely with small and medium enterprises in Southern Africa and build capacity for commercial processing of the marama bean. The findings of MARAMAII will contribute to the objectives of this call, increasing the fo
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 'Scalable and Secure Infrastructures for Cloud Operations' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The SSICLOPS project will focus on techniques for the management of federated private cloud infrastructures, in particular cloud networking techniques (within software-defined data centres and across wide-area networks). Key deliverables from the project will include a meta data description language for workloads, resources and policies, a flexible scheduling system using meta data, workload-specific adaptations to TCP/IP stacks, and data center performance analysis tools.Addressing topics, such as dynamic configuration, automated provisioning and orchestration of cloud resources the SSICLOPS projects will investigate high-performance, vertically integrated network stacks for intra/inter-cloud communication and efficient, scalable, and secure intra/inter-DC and client-facing transport mechanisms. The project will design, implement, demonstrate, and evaluate three specific use cases, namely a cloud-based in-memory database, the analysis of physics experiment data, and the prototypical extension of network stacks for a telecom provider in the SSICLOPS testbed.
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 'iTRUST: In-time TReatment of acUte ischaemic STroke'.

assistant: **Innovation**

The problem: Intravenous thrombolysis is by far the most effective treatment of Acute Ischaemic Stroke (AIS), and its use can independently strongly increase the proportion of AIS patients surviving. However, in the emergency setting of AIS an excess of information must be considered by the physician including imaging, clinical presentation and electronic health record data before safely inferring on the suitability of thrombolytic therapy. Still, the therapeutic decision is largely dependent on the capacity of the expert radiologist in predicting what is the outcome for the given patient after applying the pharmacological treatment – a problem further compounded by the heterogeneity in AIS progression.The solution: iTRUST solution is a clinical decision support system that uses Convolutional Neural Networks to predict the outcome of the AIS for each patient based on the patient’s biomarkers as well as clinical information. The prediction is presented as a probability of infarction when using pharmacological treatment or mechanical recanalization, making the prediction much more useful compared to current methods.The market: The global AIS diagnosis and treatment market was valued at USD 1.2 billion in 2013 and is estimated to reach a market worth of USD 1.9 billion in 2020 growing at a CAGR of 6.3% from 2014 to 2020. Given the high incidence of AIS cases and the high importance of quickly allocating the appropriate therapeutic intervention, we have reasons to believe that iTRUST solution can generate an accumulated turnover exceeding EUR 32 million, five years post-project.