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 a project proposal abstract for 'A multimodal AI-based toolbox and an interoperable health imaging repository for the empowerment of imaging analysis related to the diagnosis, prediction and follow-up of cancer' to be submitted under Horizon 2020.

assistant: **Abstract**

The increasing amount and availability of collected data (cancer imaging) and the development of novel technological tools based on Artificial Intelligence (AI) and Machine Learning (ML), provide unprecedented opportunities for better cancer detection and classification, image optimization, radiation reduction, and clinical workflow enhancement. The INCISIVE project aims to address three major open challenges in order to explore the full potential of AI solutions in cancer imaging: (1) AI challenges unique to medical imaging, (2) Image labelling and annotation and (3) Data availability and sharing. In order to do that INCISIVE plans to develop and validate: (1) an AI-based toolbox that enhances the accuracy, specificity, sensitivity, interpretability and cost-effectiveness of existing cancer imaging methods, (2) an automated-ML based annotation mechanism to rapidly produce training data for machine learning research and (3) a pan-European repository federated repository of medical images, that will enable the secure donation and sharing of data in compliance with ethical, legal and privacy demands, increasing accessibility to datasets and enabling experimentation of AI-based solutions.The INCISIVE models and analytics will utilize various cancer imaging scans, biological data and EHRs, and will be trained with 1 PB of available data provided by 8 partners within the project. INCISIVE solution will be investigated in four validation studies for Breast, Prostate, Colorectal and Lung Cancer, taking place in 8 pilot sites, from 5 countries (Cyprus, Greece, Italy, Serbia and Spain), with participation of at least 2,600 patients and a total duration of 1.5 year. INCISIVE moves beyond the state of the art, by improving sensitivity and specificity of lower cost scanning methods
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 'Telematic systems for the eu pharmaceutical regulatory activity (ETOMEP)' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Specific ObjectivesThe objectives of the project are:Define and deliver to the EU pharmaceutical regulatory sector a suite of pilot innovative systems:- Eudranet2;- Unified Tracking System;- Medicine Information Network 1 (Mine1).These systems will improve the overall efficiency of the EU regulatory process and will contribute to the opening of the EU regulatory environment to CEEC regulatory authorities, the health care professionals, consumers and consumers associations.Planned DeliverablesSpecific deliverables to DGs will cover the following:- Eudranet2, a pilot telematic service including a VPN (Virtual Private Network) connecting EMEA, DG ENTR, JRC and the National Agencies, a PKI (Public Key Infrastructure) and desktop video-conferencing;- Unified Tracking System, a pilot telematic application including a common tracking component for the centralised and mutual recognition procedures with customised productivity modules for the EMEA and for the National Agencies, a European Product Index system and a pilot for the MINE system.Summary of 2001 deliverables- MINE 1 prototype:- design and implementation of the web-based application;- design and functional specification of the final web architecture;- analysis of existing data harmonisation process;- set-up of user communities, improvement of the user interface;- Unified Tracking System (UTS): specification and implementation of the EU standards in the pharmaceutical field, specification and design of the primary tracking system;- EudraNet: implementation of EudraSafe; configuration of the firewall;design and initial set-up of the Eudranet 2 laboratory, piloting the VPN, including the certification authority, registration authority and directory services (PKI).Deliverables 2002- Complete transfer of activities related
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 'Development of a large rotor blade with new fibre composites' under Fourth Framework.

assistant: **Concept**

Objectives The main objective of the project is the development of a rotor blade using new fibres and a matching manufacturing technique in order to build large, cost-effective, high quality rotor blades. Depending on the savings in production costs the cost reduction for a blade will be up to 20%. The rotor blade must be suitable for the Lagerwey 50 (750 kW) wind turbine and for a 1 MW wind turbine with rotor diameter of approx. 55 m. The new fibres consist of general purpose carbon fibres (GPCF). With regard to the main objective, two related objectives are defined: determination of design allowables of GPCF and development of a production process for large carbon fibre rotor blades. Technical Approach In the first project phase the material properties of the GPCF composites and the design allowables will be determined by means of coupon tests on two-dimensional sheet material. The conversion to 3D material will be made by testing a small number of three-dimensional components with regard to static and fatigue strength. The second project phase consists of an innovative production process. For large blades production in one piece is not feasible and therefore the upper and lower blade shells and shear webs will be produced separately and the parts will be built together in a blade mould. This manufacturing process will be compared with more traditional methods. The third step in the project is the design of a 23 m blade using GPCF. This blade will be designed for the 750 kW wind turbine of Lagerwey Windturbine currently equipped with three blades of glass-fibre polyester. Also a blade for a new 1 MW wind turbine will be considered. For both designs the aerodynamic and mechanical calculations will be performed. The fourth phase consists of the manufacturing of the 23 m
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 'Active & Passive Sensor NETwork' (APS-NET).

assistant: **Innovation**

The increased importance of maritime transport and operations leads to more congested sea lanes. Denser sea routes increase the probability of accidents respectively collisions. The major factors that lead to the accidents on water are human error (communication, level of crew’s experience, fatigue etc.), marine traffic environment, ship and platform (structural) condition, and incompleteness/lack of properly implemented waterborne transportation safety supporting systems. Further increasing dangers like unexpected sea state conditions mean additional risks for the vessels/platforms with not only financial consequences but also loss of human lives and damage to the environment.The proposed project will provide an additional pair of “eyes” to maritime operators called the Active & Passive Sensor NETwork (APS-NET). A prototype of a flexible, multi-purpose surveillance system will be developed and tested under real life conditions. The APS-NET system provides the operator with an accurate picture that can’t be matched with any single commercial observation system today.APS-NET consists of various parts; the active sensor system, observing at close distances at 360 degrees with unprecedented high resolution, and the passive sensor system, detecting objects at greater distances by radio emissions and triangulation-like processes. Thereby it reduces numerous maritime risks such as accidental collisions with ships, rouge waves, icebergs, and so forth.The APS-NET is a network of several active and passive parts. The dynamic network structure allows shared processing between different sensors and central core processing units. Also information from other sensors onboard ships, platforms and elsewhere is shared with the APS-NET observations to increase the situational awareness o
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 'Personal Technologies for Affective Health' to be submitted under Horizon 2020.

assistant: **Abstract**

Personalized health is a European priority and one of the strategic research areas for Horizon 2020. This project advances the state-of-the-art of personal health technologies for affective disorders, estimated to be the highest ranking cause of disease by 2020. It marks a significant shift from the current wearable technologies capturing emotional responses whose understanding usually requires physicians’ input, to low-cost self-help technologies for visualizing, exploring and regulating emotions. AFFECTIVA integrates the latest Human-Computer Interaction and Biomedical Engineering findings in designing and developing personal health systems for mental health, with the most  influential outcomes and models of emotion regulation from Clinical Psychology. The overall aim is to support self-understanding and successful adoption of adaptive emotion regulation strategies in daily life. AFFECTIVA will contribute towards four significant outcomes: (1) wearable systems for capturing emotion regulation, (2) applications for understanding emotions and their regulatory processes, (3) interactive tools for training adaptive emotion regulation strategies, and (4) theoretical contributions to emotion regulation research in real life. AFFECTIVA builds on exceptional European and North American expertise from both academic and private sector to provide personalized health research with a timely and much needed momentum to address the pressing social challenge of emotional wellbeing and health.
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 'Aircraft emissions: contribution of different climate components to changes in radiative forcing-tradeoff to reduce atmospheric impact' (TRADEOFF).

assistant: **Concept**

Problems to be solvedSeveral factors are important when impact from aircraft emissions are studied and measures are taken to reduce aircraft impact. Emissions from aircraft flying at cruising altitudes (8 to 13 km) affect atmospheric composition in a height region where there might be significant climate impact through changes in the distribution of compounds like CO2, ozone, methane and the frequency and extent of contrails. Future emissions from aircraft are expected to increase much more rapidly than emission in general, therefore, not only will the overall impact of aircraft emissions increase, but also the importance relative to the total climate impact. The emissions occur in specific flight corridor where the atmospheric impact is significant. A large fraction of the emission, may be as much as one third, occur in the lower stratosphere, where atmospheric residence times are long and impact of emissions generally larger than in the upper troposphere. There are several options to reduce future impact from aircraft like fuel efficiency, pollution control, technology improvement and traffic routing, however, for the control measures to be efficient it has to be based on the estimates of the importance of the different climate compounds.Scientific objectives and approachThe main objectives of TRADEOFF are: To calculate future changes in climate compounds in the atmosphere and the contributions from aircraft emissions to climate changes, to reduce the large uncertainties in the current calculations of the impact from future air traffic, and to provide industry and decision-makers with options to reduce future climate impact from aircraft emissions.Special objectives are:1) To further develop current Chemical Transport Models (CTMs) and to test them against observation
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 'CUSTOMISATION AND TESTS ON SITE FOR THE ERTMS/ETCS LEVEL 1 PILOT INSTALLATION VIENNA-BUDAPEST', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

The project ETCSVB has the main objective to set in place a pilot installation of the ERTMS, Level 1, on the Vienna-Budapest line. This first complete installation as an overlay on an existing line shall demonstrate the performance of the new European train control system and the interoperability with existing ATP systems, and shall lead to an approval or revision of ERTMS specification for subsequent wide application on the railway network in Europe.By the accompanying research work in this project and by the step-by-step approach of implementation, the risks while introducing innovations to a complex system should be minimised.The full functional system validation shall be performed for the following operating modes/functions:* full ERTMS Level 1 will be tested according to European functional Specification (FRS),* the STM Indusi developed in other projects will be used in this project, if available,* Infill function will be fulfilled for  - MAV by the EVM transmission channel and for comparison in two sections with Euroloop, if available, or else by an equivalent solution with balises, - TBB by Euroloop, if available, and/or by Eurobalises.* a standardised, available ERTMS MMI will be used on the Vienna - Budapest test site. %Contribution to the ERTMS generalisation in Europe and in the third country (PECO)Implementation of ERTMS Level 1 on 70 km of the Vienna-Budapest line.Specification 3/98 % o ERTMS - Master Plan o Directives 96/48 on Interoperability
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 'Experimental Search for Quantum Advantages in Thermodynamics' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The technology advances of the last decades are forcing us to re-think laws and concepts of thermodynamics. An intense theoretical effort is underway to understand the role of quantum mechanical ingredients in thermodynamic processes. This effort might ultimately lead to more powerful engines, less energy waste, faster-charging batteries. However, despite pioneering experimental work, progress is hindered by the lack of a comprehensive experimental testbed for quantum thermal machines.In this project I aim to provide the most ambitious and systematic experimental search for quantum advantages in thermodynamics thus far, based on a circuit quantum electrodynamics architecture.I will first complement the toolkit of circuit quantum electrodynamics with a novel arrangement, which I term the engineered physical bath. This bath has a broadband, Ohmic spectral density. It can be populated with any spectral distribution and coupled to quantum thermal machines with arbitrary strengths. Finally, heat flows between the bath and the machine can be detected deep in the quantum regime and in a spectrally resolved way. Based on this augmented architecture, I will implement three types of novel quantum refrigerators. I devised each refrigerator to pinpoint the utilization of a specific quantum resource: quantum coherence, measurement backaction, and collective effects. I will measure the cooling power of the refrigerators while in situ exploring an unprecedently large space of parameters and connect my results to the most recent theoretical frameworks.From this investigation, I expect two kinds of scientific breakthroughs: (i) observation of features that are unambiguously nonclassical in thermodynamic observables, and (ii) determination of advantages enjoyed by quantum thermal machine
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 'Sparsity, Image and Geometry to Model Adaptively Visual Processings' (SIGMA-VISION) targeting Seventh Framework.

assistant: **Abstract**

SIGMA-Vision will develop the next generation algorithms and methodologies for image process- ing. These algorithms will rely on several mathematical breakthroughs in image modeling: structured sparsity, geometric representations and adaptivity. They will be implemented using fast optimization codes that can handle massive datasets with gigapixels images and videos. These algorithms will have far reaching applications in computer vision, graphics and neu- roscience. These cutting edge mathematical approaches will go beyond traditional image processing scenarios and impact significantly object recognition, dynamical special effects and exploration of the visual cortex.
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 'Assessment and monitoring of desertication processes in mongolia using remote sensing methods and geographic information system' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The main type of desertification in Mongolia is degradation of vegetation cover. The aim of the proposed research is to assess the dynamics of vegetation degradation in Mongolia, and to establish a monitoring system to control desertification. The field observations and experiments will be carried out in order to study changes of soil-plant communities and examine methods of pastures rehabilitation. Specific spectral indicators of land degradation processes will be developed. Detailed remote sensing monitoring of selected areas will be carried out using Land sat data; for long term, large scale study of land cover dynamics NOAA AVHRR data will be used; GIS-based desertification monitoring system will be established; recommendations on rehabilitation will be elaborated.
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 'Network of Excellence on Digital Libraries'.

assistant: **Concept**

Digital Libraries (DL) have been made possible through the integration and use of a number of 1C technologies, the availability of digital content on a global scale and a strong demand for users who are now online. They are destined to become an essential part of the information infrastructure in the 21st century. The proposed Network intends to conduct a joint program of activities (JPA) aimed at integrating and coordinating the ongoing research activities of the major European teams working in DL-related areas with the goal of developing the next generation DL technologies.The objective is to (i) define unifying and comprehensive theories and frameworks over the life-cycle of DL information, (ii) build interoperable multimodal/multilingual services and integrated content management ranging from the personal to the global for the specialist and the general population. The Network aims at developing generic DL technology to be incorporated into industrial-strength DL Management Systems (DLMSs), offering advanced functionality through reliable and extensible services. The Network will also disseminate knowledge of DL technologies to many diverse application domains. To this end a Virtual DL Competence Centre will be established which will provide specific user communities with access to advanced DL technologies, services, testbeds, and the necessary expertise and knowledge to facilitate their take-up.Other important objectives are: to network and structure European DL-related research in order to consolidate an emerging community; to provide a forum where researchers, practitioners, and representatives of interested applications and industries can exchange ideas and experiences; to promote an exchange programme towards improving international cooperation in DL research a