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 'Mainstreaming of refinancing schemes as enhancer for the implementation of energy efficiency service projects' in the context of a Horizon 2020 call.

assistant: **Objectives**

The ultimate goal of the REFINE-project is to contribute to the supply of sufficient and attractive financing sources to energy efficiency investments through enhancement of refinancing schemes which are understood as important amplifier for market growth. Refinancing is an approach where an EES provider sells and a refinancing institution acquires receivables to be paid by an EES client.The project activities focus on the enhancement of refinanceability of energy efficiency projects, consisting of the following elements: Ensuring admissibility of refinancing schemes for energy efficiency projects; reducing transaction cost of refinancing schemes through standardisation; and facilitating risk assessment through increased transparency and use of credit guarantees. Based on the assessment of existing good practice examples, generic refinancing schemes are derived and supporting tools are developed, such as standardised contract stipulations and a rating system. The enlarged use of refinancing schemes in the energy efficiency business is stimulated by awareness raising among all relevant target groups and by capacity building improving know-how on practical implementation of refinancing schemes.The consortium covers 11 countries focussing on South and Eastern Europe since energy efficiency projects in these countries suffer most from financing barriers. The project applies a collaborative approach to all its project activities bringing together financial institutions, EES providers and facilitators.


**Keywords:** refinancing scheme, refinancing, refinancing instrument, ESCO, energy efficiency service, energy efficiency service company, guarantee instrument, rating
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 'Innovation test bed for development and production of nanomaterials for lightweight embedded electronics' to be submitted under Horizon 2020.

assistant: **Abstract**

LEE-BED brings together world leading European RTOs to establish an Open Innovation Test Bed to de-risk and accelerate the development and manufacturing of nanomaterials and lightweight embedded electronics for the benefit of European industry. Access to such a Test Bed will help establish the industrial eco-systems, R&D investments and new supply chains to support market entry as well as providing a global competitive advantage, leading to growth and job creation.  For Europe to be more competitive compared to the US and Asia, digitalisation of both the development and manufacturing of functional nanomaterials and printed components needs to be established, as well as addressing cost, productivity and capacity. The digitalisation of the European production industry (industry 4.0) through digital based production technologies, such as ink-jet printing, additive manufacturing, robotically assisted in-mould labelling, laser processing, stereo lithography, etc., requires functional nanomaterials and formulations and is a major bottleneck due to high prices and limited volume production. LEE-BED will address these challenges by building European infrastructure for rapid development and pilot production of nanomaterial, inks, adhesives and composites as well as digital based pilot production lines. LEE-BED will unify the entire value chain from raw materials to embedded electrical components, providing tailored solutions for European entrepreneurs, start-ups, SMEs and large enterprises, with the main objective of going from concept to prototype within six months. Unique to LEE-BED will be the development of tailored services, including technical, business, patent mapping, safety and life-cycle analysis modelling. LEE-BED will also provide funding services for LEE-BED access
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 'Microsystems Production Evaluated Cluster Tool' (MICROSPECT) targeting Fifth Framework.

assistant: **Abstract**

The aim of this IST Take-up measure (Assessment) is to assess the latest generation High Rate Advanced Silicon Etch Cluster Tool (ASPECT-HR), manufactured by Surface Technology Systems (STS), for microsystems manufacture, by demonstrating and building confidence in its capabilities to the industrial User community, assessing its reliability in a production-style operational mode and developing processes to benefit/enable key User applications. The outcome will be a production-worthy machine with a documented set of evaluation results obtained over a long period.The objectives are to:(i) evaluate improvements in process specifications, including increased etch rate and aspect ratio, improved uniformity, SOI notching improvements, reduced sidewall roughness(ii) obtain improved performance metrics over extended periods of operation(iii) investigate options for depth measurement/end-point detection(iv) evaluate XeF2 isotropic release etch process.The consortium is well-balanced and consists of DERA (assessment site), STS (supplier), BCO, a leading wafer vendor, Philips and Olivetti, major companies, and VTT, a national research institute.Objectives:The aim of the proposed SEA Project is to assess the ASPECT-HR state-of-the-art High Rate Advanced Silicon Etch Cluster Tool, manufactured by Surface Technology Systems (STS), for microsystems manufacture, in order to build confidence in its capabilities and reliability in a production-style operational mode, for key Users' processes and products. The outcome will be a production-worthy machine with a documented set of evaluation results obtained over a long period. There are several factors that still limit a more widespread adoption of the etch technology from the research base to industrial manufacturing base and these have be
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 'Bees in Europe and Sustainable Honey Production' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Honey is among the oldest food products of mankind and beekeeping is deeply rooted in every European culture. Numerous European and national regulations control honey quality, which reflects both the high nutritional and societal value of the product. Yet in an environment with increasing chemical pollution and the wide use of agrochemicals, honey runs high risks of becoming chemically polluted. In addition a broad spectrum of chemicals is used to treat honeybee diseases, further contaminating honey with sometimes highly toxic compounds.The BEE SHOP is a network of ten leading European honeybee research groups in honey quality, pathology, genetics and behaviour as well as selected beekeeping industries, which all share a common interest in promoting Europe's high honey quality standards. The prime goal is to reduce potential sources of honey contamination due to both foraging contaminated nectar and chemotherapy of honeybee diseases. The BEE SHOP will therefore deal with the development of biological resistance to pests and pathogens to avoid chemotherapy. Various European honeybee races and populations will be screened for their disease resistance potential to the main pressing pathogens. Differences in foraging patterns among European honeybees and their underlying mechanisms will be studied to identify behavioural traits reducing contamination. Differences in disease susceptibility will be genetically analysed by QTL mapping.Major loci in the genome will be identified with the aid of the published honeybee genome. SNPs will be developed to allow for selection of specific target genes in both drones and queens before insemination. This will greatly accelerate the selection progress in honeybee breeding allowing for the swift establishment of resistant but efficient st
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 'Photonic Integrated Circuits For Access System in Telecom' under Horizon Europe.

assistant: **Concept**

The number of internet-enabled users, devices and bandwidth-hungry applications is increasing constantly, and network operators are struggling to meet the demand for more bandwidth. The problem is most acutely felt by end users of fixed broadband connections, typically served by passive optical networks (PONs): speed throttling and connection drop-outs are the most-reported issues. Telecom operators are typically too margin-stressed to invest in entirely new infrastructure and have to maximise returns on existing PONs. Developments to deliver higher transfer rates currently focus on discrete optical components, which have reached their limits in terms of scalability, performance, footprint, power consumption, reliability and cost. The integration of optical components into Photonic Integrated Circuits (PICs) offers a new technology trajectory that will overcome these limitations, but the increasing component density this entails has challenges. Through a string of successful R&D projects conducted in world class facilities by an expert team, PICadvanced has laid the foundation for a novel PIC design serving as a platform for an entirely novel generation of optical transceivers, specifically Optical Network Units (ONUs) deployed at end user premises. This overcomes the current limit of 2.5Gbps and offers higher bandwidths with minimal upgrades of end user hardware while fulfilling the strict requirements of the telecom sector regarding footprint, power consumption and cost. Our demonstrator will achieve 10Gbps, open a technology roadmap towards 25Gbps/50Gbps and enable the telecom sector to achieve a better quality of service, higher customer satisfaction and more efficient utilisation of existing fibreoptic network assets. We will also demonstrate how this new generatio
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 'Random sampling for trustworthy pooling layers in graph neural networks' (Rand4TrustPool), addressing dissemination and exploitation.

assistant: **Impact**

Graph neural networks (GNNs) are deep learning architectures that hold the promise of durably changing our way of, e.g., predicting inter-molecular chemical affinity to accelerate drug discovery or smartly balancing power loads on the electricity grid. My project focuses on pooling layers, a major building block of neural networks, including GNNs. In a nutshell, pooling layers generate local summaries of the data to enable faster computations and generate discriminative multiscale representations. The traditional periodic-sampling-based pooling that has proven so successful for data defined on regular grids such as time series or images becomes ill-defined when the underlying space of the data loses its regularity  such as data defined over graphs. Todays existing solutions stem from a trial-and-error approach often driven by two practical and somewhat short-sighted objectives: computation efficiency and empirical predictive performance. The aim of my project is to add trustworthiness as a main objective in the design of novel pooling layers for GNNs. To achieve this, I will bridge the fields of signal processing, point processes, and random numerical linear algebra with graph machine learning to incorporate random methods (mainly random sampling and random projections) into the design of pooling layers for GNNs.  Indeed, randomized approaches are provably well adapted to three pillars of trustworthiness: technical robustness,  transparency, and privacy. The outcome of my project will be an extensively tested, theoretically-grounded,  trustworthy, ready-to-be-deployed, open-source, GNN-based toolbox, along with its user guide for practitioners. It will be the first GNN architecture benefiting from the theoretical guarantees random pooling layers come with. Such trustwor
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 'Resource Allocation to Brain Research in Europe' (RABRE) under Sixth Framework.

assistant: **Objectives**

We have previously shown that the burden of brain diseases in Europe is 35 per cent of the burden of all diseases. In a current project the costs of brain disorders in Europe are estimated and this proposal suggests a next step: analysis of the funding of brain research (neuroscience) in Europe. The size and allocation of the funding for neuroscience shall be analysed in Europe. Both private funding and public funding will be analysed and divided into categories according to function or disease target. A comparison of the results shall be made across countries within Europe, as with the USA and Japan. Furthermore, the projects tains an assessment of the potential benefits of further funding efforts for neuroscience in Europe in relation to costs. Several methods for testing this shall be used, and results from a currently running project on the eomic burden of brain diseases in Europe shall be used for comparison. The results from the assessments shall be compared with studies performed in other research areas and indicate the best possible use of funding allocation for research in Europe in future. These kinds of studies are missing in Europe, and hence this project shall be a pioneering project in an area receiving more and more attention both in the research community as well as in policy discussions in the European setting.
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 'Big Data EEG-Analysis for Advanced Personalised Medicine in Depression' (PREDICT) under Horizon 2020.

assistant: **Objectives**

Modern medicine has given us countless methods of understanding, measuring and managing such metrics of our health as temperature, weight, body fat percentage, cholesterol, PSA values, etc. A patient’s measured values are easily compared against well-established normal ranges. And yet a simple, non-invasive method for measuring and quantifying the health of our brains has eluded us. Being unable to accurately measure and compare how a brain functions hinders doctors’ ability to diagnose and treat suspected ailments. It also slows the substantiation of new therapies. And, just as importantly, it prevents each of us from truly understanding and taking ownership of the health of our body’s most important organ. Major Depressive Disorder (MDD) has been identified as the leading and most costly mental disorder, accounting for 33% of the total cost of brain disorders, and equal to 1% of the GDP. Each year, about 7% of the population suffer from MDD in Europe, equivalent to 52.98 million people. The current methods of treatment are prescribed through trial and error with patients rarely receiving the ‘right’ treatment from day one. This reduces response rates and delays remission, which has a heavy impact on the individual’s quality of life. elminda has developed the “PREDICT” tool which predicts responsiveness to antidepressants and TMS treatment, and thus dramatically reduces time from diagnosis to amelioration of symptoms for MDD patients. PREDICT determines personalised treatments for MDD patients based on validated electroencephalogram and event-related potential brain-related biomarkers. The tool predicts responsiveness to antidepressants and TMS treatment, and thus dramatically reduces time from diagnosis to amelioration of symptoms. This improves response rates, qualit
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 'Mobile Biometry' (MOBIO).

assistant: **Concept**

Portable personal devices (PDAs or mobile phones) are indeed widely used.<br/>They provide the mobile worker or the customer with portable computing and wireless access to Telecom networks. <br/>It is then possible to access many services (phone card reloading, remote purchase or telephone banking). <br/>The conventional means of identification (passwords, secret codes and PINs) can easily be compromised, shared, observed, stolen or forgotten. <br/>Determining the identities of users can be achieved through the use of biometrics.<br/><br/>Since more portable devices are equipped with a microphone and a video camera,<br/>MOBIO will focus on multiple aspects of biometric authentication based on face and voice authentication.<br/><br/>MOBIO will thus address several innovative aspects relative to bi-modal authentication systems in the framework of mobile devices:<br/>1. Researching joint bi-modal authentication algorithms to take advantage of temporal correlations between modalities,<br/>2. Investigating model adaptation techniques to reduce the degradation of biometric systems over time,<br/>3. Analysing the scalability of the proposed solutions,<br/>4. Providing common evaluation tools and baseline results.<br/><br/>The project will also address the development of demonstration systems, running either entirely on a mobile phone or partially on a server if resources needed to reach the required performance is too high.
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 'IMproved lifetiMe stacks fOR heavy duty Trucks through ultrA-durabLe components'.

assistant: **Innovation**

IMMORTAL will develop exceptionally durable and high power density MEAs well beyond the current state of the art up to TRL4 by building on understanding of fuel cell degradation pathways specific to heavy-duty truck operation and developing lifetime prediction models from extensive real-life stack operation, accelerated stress test and load profile cycles on short stacks. IMMORTAL encompasses OEMs, tier 1 suppliers, and leading industrial and academic/research organisation partners with long expertise in fuel cell science and technology. Building on best developments from the FCHJU, the project will not only develop significantly more durable MEAs that will be transferable to other fields, but will accelerate competitiveness of the European fuel cell truck sector by providing recommendations at system level to improve durability, and designs that contribute to increasing stack power density and to reducing the PEMFC system cost.Accordingly, the specific objectives of the project are to:Develop new materials concepts for world-leading components (electrocatalysts, membranes) by building mitigation strategies to fuel cell operation-induced degradation into their design to ensure both their activity and their stability, and improve the interfaces between them to minimise resistances;Realise the potential of these components in MEAs by introducing novel electrode and MEA constructions to deliver a step-change in durability while exceeding 1.2 W/cm2 at 0.675 V;Develop load profile tests for heavy-duty MEA performance and durability assessment, including input from real-life usage profiles from H2Haul;Validate the MEA performance and durability in full size cell short stacks using extended load profile testing and achieve a predicted lifetime of 30,000 hours.


**Keywords:**