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 'The Game Changer Two Stage Micro Liquefaction Unit for (Bio) LNG' to be submitted under Horizon 2020.

assistant: **Abstract**

EC through its Renewable Energy Directive mandates that 10% of the transport fuels in 2020 will come from renewable sources, focusing on a minimum 35% reduction of Greenhouse gas (GHG) emissions. Towards that direction, LNG and Bio-LNG are expected to play a pivotal role in Europe’s comprehensive renewable fuel strategy for the transition to a low-carbon transport sector.  Micro (Bio) LNG (production capacity 0.1-30 tons/day) refers to its direct use of (Bio) LNG in its liquid form as a transport fuel, contrary to its traditional regasification and subsequent introduction into the gas grid. Nevertheless, currently liquefaction is part of an integrated big scale distribution system, taking place in large scale facilities. This kind of facilities is highly CAPEX intensive, require long realization time (up to 72 months) and are only profitable at large scale (min. 2000 Nm3/h inlet gas flow). Thus, the market demands small liquefaction systems able to fulfil the gap among big producers and small consumers.   Current competitors (mainly EU based) offer different single stage liquefaction solutions which result either to lower conversion efficiencies, higher energy consumption or require considerable higher inlet gas flow (>500 Nm3/h) and use of consumables.   We provide a proprietary Micro Liquefaction Unit - MLU250 - able to treat methane streams for producing LNG as clean fuel for transportation with the following key advantages over Micro-Liquefaction systems using natural cooling media:  - Cost-efficiency: “Plug and play”, modularized set up with 25% lower investment needs and accelerated construction schedules.  - Energy efficiency: Low energy use for feedgas liquefaction without liquid N2 use, being from 7% up to 64% more efficient than alternatives.  - Operators can
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 'Enhancing emergency department safety, efficacy and cost-effectiveness by artificial intelligence' (EmergAI) targeting Horizon Europe.

assistant: **Abstract**

* Background: Emergency care costs are increasing in developed societies, both in rates of emergency department (ED) visits per person and in costs per visit, and are growing faster than other areas of healthcare spending. With limited and unstructured data, ED staff make quick decisions about probabilities for multiple diagnoses and risks. Both underestimation and overestimation of these probabilities lead to increased costs and patient harm. Hence, there is desperate need for clinical decision-support systems in the ED.   * Aim: To develop a clinical decision support system for emergency medicine doctors, using sensor data, health records data and patient-reported data, validated in a randomized clinical trial, in order to improve the safety, efficacy and cost-effectiveness of emergency care.   * Objectives: We will: Develop machine learning (ML)-powered diagnosis and risk prediction algorithms for common and dangerous conditions based on age, sex, presenting complaints, previous diagnoses, ECGs, and vital parameters; develop and validate a patient-centred technical platform for collecting, storing and sharing patient-reported data and three-dimensional symptom drawings; develop ML-powered diagnosis and risk prediction algorithms for common and dangerous conditions based on patient-reported data and symptom drawings; conduct a large-scale prospective ED data collection for internal and external validation of ML models using a common format for online applications and for further data collection; develop a Bayesian network-powered ED-based clinical decision support system that generates probabilities for diagnoses and 30-day mortality risks and suggestions for the most valuable next step, from data in multiple formats, with visual representation of probabilities, risks
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 'Processing and Upscaling of Fire-Resistant Nano-Filled Thermosetting Polyester Resin' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Polyfire will develop and upscale techniques for processing halogen-free, fire-retardant nanocomposites and coatings based on unsaturated polyester resins and nanoclays. These materials will improve public safety and environmental impact by eliminating halogenated fire-retardants, which produce toxic combustion products. The ability of well-dispersed nanoparticles to enhance the fire-retardancy of thermoplastic polymers is well-established, but thermoset polyester has received relatively little attention. In a recent collaborative project, the fire-retardancy of polyester resin was dramatically improved on a lab scale by adding small amounts of organomodified nanoclay, along with significantly reduced amounts of other, non-halogen fire-retardant additives. However, significant further work is required to scale-up production and to assess the health and environmental impacts. This project will develop and upscale the nanoclay modification and will use novel mixing techniques to enable industrial-scale production of the nano-filled polyester. The project will generate turn-key solutions for easy integration into industrial SMEs. Nanocomposites and coatings will be produced and subjected to stringent tests. The technology will be demonstrated by producing 3 large-scale case study parts from construction, rail and marine sectors. Comprehensive health and environmental impact assessments will be conducted.
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 'Spin-valves based on spin-dependent specular reflection at metal/oxide interfaces.' to be submitted under Fifth Framework.

assistant: **Abstract**

The purpose of this project is to investigate the current-in-plane (CIP) and current-perpendicular-to-plane (CPP) giant magneto resistance (GMR) of multilayered structures comprising ferromagnetic oxide layers. The first main objective of this project is the search for spin-dependent specular reflection at metal/magnetic oxide interfaces and use of this effect to develop new spin-valve structures with very large CIP absolute giant magneto resistance. The goals are:i) for the first time, demonstration of the existence of spin-dependent specular reflection at the non-magnetic metal/magnetic oxide interfaces;ii) achievement of very large absolute GMR amplitude in spin-valves comprising magnetic oxide layers ( absolute sheet MR>5 Ohms).The second main objective is the search for spin-filtering effect through thin ferromagnetic oxide layers in CPP-GMR effect. The research activity proposed in this part of project will focus on:i) demonstration of spin-filtering effect through magnetic nano-oxide layers;ii) achievement of large CPP GMR effects in multilayers comprising at least two magnetic oxide layers with CPP resistance intennediate between metallic multilayers and tunnel junctions.
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 Seventh Framework proposal for the project 'The quantitative Bcl-2 interactome in apoptosis: decoding how cancer cells escape death'.

assistant: **Objectives**

The proteins of the Bcl-2 family function as key regulators of apoptosis by controlling the permeabilization of the mitochondrial outer membrane. They form an intricate, fine-tuned interaction network which is altered in cancer cells to avoid cell death.  Currently, we do not understand how signaling within this network, which combines events in cytosol and membranes, is orchestrated to decide the cell fate. The main goal of this proposal is to unravel how apoptosis signaling is integrated  by the Bcl-2 network by determining the quantitative Bcl-2 interactome and building with it a mathematical model that identifies which interactions determine the overall outcome. To this aim, we have established a reconstituted system for the quantification of the interactions between Bcl-2 proteins not only in solution but also in membranes at the single molecule level by fluorescence correlation spectroscopy (FCS).(1) This project aims to quantify the relative affinities between an reconstituted Bcl-2 network by FCS.(2) This will be combined with quantitative studies in living cells, which include the signaling pathway in its entirety. To this aim, we will develop new FCS methods for mitochondria.(3) The structural and dynamic aspects of the Bcl-2 network will be studied by super resolution and live cell microscopy.(4) The acquired knowledge will be used to build a mathematical model that uncovers how the multiple interactions within the Bcl-2 network are integrated and identifies critical steps in apoptosis regulation.These studies are expected to broaden the general knowledge about the design principles of cellular signaling as well as how cancer cells alter the Bcl-2 network to escape cell death. This systems analysis will allow us to predict which perturbations in the Bcl-2 net
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 'New methods of temperature modulated calorimetry - benefits limitations and its relation to other dynamic methods like dielectric spectroscopy' (1994-1998).

assistant: **Innovation**

Foreseen ResultsThe aim of the present project is to develop further the methods of temperature modulated calorimetry combining the knowledge of people working with different methods in different fields in different European countries and, at first, to solve some of the general questions related to the quantities determined. This work will allow to optimize the measurement conditions (including calibration) and to formulate recommendations for further optimization of the calorimeter construction. It is proposed that pilot sample calorimeters suitable for market will result from this project.The project helps to safeguard highly qualified human resources in the countries of CCE/NIS by financial support, trainerships and scientific exchange.The development of new materials and its industrial as well as medical applications is not possible without material characterization. Thermal Analysis and especially calorimetry is one of the very useful tools in this field. Very different types of calorimeters are on the market. Differential Scanning Calorimeters (DSC) are widely used for industrial applications.In 1992 TA Instruments introduced a new calorimetric technique the Modulated Differential Scanning Calorimetry (MDSC). A sinusoidal temperature modulation is added to a linear heating or cooling ramp. New information on material properties are available because of the additional information from the modulated signal. There are basic differences in the extraction and calculation of the thermodynamic quantities by the different temperature modulated DSC on the market. For example there is determined the so called reversing and nonreversing heat capacity and on the other hand the complex heat capacity including real and imaginary part. The meaning of this different quantities is
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 'Magnetic Nanoparticles for Multiplexed Assays for Low and High Molecular Weight Biomarkers' under Seventh Framework.

assistant: **Concept**

The application for the FP7-PEOPLE-2009-IEF is to support a move of a postdoctoral researcher to University College Dublin, UCD. The researcher to date has published in 16 peer reviewed journals and has a current h-index of 8. With the expert training and opportunities in place at UCD, the award of the fellowship will build upon the successful start of his academic career and deliver him to a full time academic position. This research proposal outlines a new technique capable of screening biomarkers with the capability of working directly in biological samples. The benefits of monitoring biomarkers lie in their ability to reveal signs of disease before the onset of major symptoms. The proposed technique will involve synthesizing nanoparticles to contain paramagnetic and optical properties, that will then be functionalized with aptamers/ or antibodies. These functionalized particles will capture the biomarkers directly from solution, and in conjunction with non-linear magnetophoretic separation, NLM, will allow the quick separation and detection by exploiting the particles superparamagnetic and optical properties, creating a new diagnostic technology. The experimental details will deliver a single process capable of capturing the analyte as well as performing the initial sample purification and pre-concentration stage that screens multiple biomarkers for several diseases across a wide range of molecular weights and functionalities. It will deliver benefits of being both a multiplexed technique that also offers a highly desirable tagless detection mechanism. The training that accompanies this will ensure the fellow has a broad scientific understanding, crossing several scientific fields delivering an interdisciplinary research approach. When combined with the support infr
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 'Hybride navigation for traffic management' (HYNAV), addressing dissemination and exploitation.

assistant: **Impact**

The department FV /SLH is part of the Corporate Research and Advanced Development Division of the Robert Bosch GmbH - one of the world leading suppliers for automotive equipment. Main tasks of FV /SLH cover the research for future technologies of telematics, wireless and image processing systems. More than 50 researchers develop new principles in these areas relevant for future product lines. For research the most modern development equipment in hard- and software is used. Strong contacts are provided to other companies, universities and research institutions for staying up-to-date with the newest development in the desired area. The requested fellows shall support the development activities in the area of future navigation systems for which dynamic information is to be included into the digital map and the route guidance function will be working in a team of specialists for navigation, routing, simulation and mobile communication.
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 'Cognitive Decentralised Edge Cloud Orchestration' (CODECO) under Horizon Europe.

assistant: **Objectives**

CODECO is a  cognitive, cross-layer and highly adaptive Edge-Cloud management framework with a unique orchestration approach that provides support for data management and governance decentralised data workflow; dynamic offloading of computation and computation status; and adaptive networking services (TRL5).  In the core of the CODECO framework are privacy preserving decentralised learning  mechanisms to i) reduce latency and power consumption from the far Edge to Cloud; ii) adjust the computation in real-time to available Edge-Cloud constraints; iii) adjust running services into the needs of the application, the data sources, the surrounding context; iv) benefit from a flexible networking infrastructure that adapts to the needs of active services; and v) democratize the technology to a faster market adoption of the toolkit, as well as products and services derived from it. CODECO proposes the following assets: i) A1: Open, cognitive toolkits and smart Apps, integrating the elastic and advanced concepts to manage, in a smart and flexible way, containerized applications across Edge and Cloud (dynamic cluster and multi-cluster environment; ii) A2: A developer-oriented open-source software repository, to be available in an early stage of the project, thus allowing for early exploitation of initial, advanced results and a better adaptation throughout the project lifetime; iii) A3: Training tools, to support the development of services based on the CODECO framework; iv) A4: Use-cases across 4 domains (Smart Cities, Energy, Manufacturing, Smar Buildings), as the basis for  experimentation and demonstrations; v) A5: a Research and Innovation community engagement programme, based on the different use-cases and including the different CODECO stakeholders; vi) A6: CODECO integrat
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 'Assessing Organised Crime: Testing the Feasibility of a Common European Approach in a Case Study of the Cigarette Black Market in the EU', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

This study aims at developing and testing a cross-national and cross-sectorial methodology forassessing the nature, social relevance and dynamics of patterns of criminal cooperation, taking thetrafficking in untaxed cigarettes in the European Union as an object of study for a first pilot.The project will critically review existing conceptual approaches and data sources on organisedcrime. The range and quality of the existing data will be evaluated by comparing the datarequirements set out by each identified approach with the available data, and by applying generalcriteria of reliability and validity. In a sector-by-sector analysis of the situation in the areasof drug trafficking, illegal immigration, trafficking in humans, and trafficking in contrabandcigarettes the project will explore current possibilities and limits of a meaningful assessment oforganised crime.Drawing on a review of academic, official and private sector material containing conceptualisationsand/or data on organised crime, the participants own expertise and invited external expertise fromthe law enforcement community, the project will propose a harmonised terminology, identify keyproperties meaningfully characterising organised crime, determine how these properties can beoperationalised and how the derived data can be used to assess the nature, social relevance anddevelopmental trends of diverse manifestations of organised crime.The proposed methodology will be tested in a case study of contraband cigarette trafficking along the northern trade belt" stretching roughly from the Baltic States to the UK. Data will be obtained from judicial files and interviews conducted with law enforcement experts, private sector expertsand offenders.The project will make recommendations on the implementation of the met
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 'MAKING DIGITAL TRANSFORMATION A REALITY FOR INSURERS' (InsurAgility).

assistant: **Innovation**

Last time you paid your insurance bill, did you realize that about 25% was to pay for legacy processes that are frozen due to inflexible IT systems setup in the 80s and 90s? You’d be right to expect that a worldwide industry with 32,000 insurers generating over 3% of world’s GDP with a highly immaterial business model would be the first to make effective use of IT. It isn’t. The knowledge needed to run the business has been buried under layers of dated tools, unable to respond to new customer segments or expectations, and leading traditional insurers to the verge of disruption in the next 5 years. One of the main causes is insurers take on average 9 months to launch a new insurance product due to the complexity and number of their legacy systems. As a consequence, they spend 70% of their IT budget just to maintain the status quo. With InsurAgility, using an insurance product editor and generative code, we enable insurers to launch new products in one month, make complex changes in hours and simple ones in minutes. All done by actuaries and insurance business users with no need for IT staff. The result? 90% faster time to market, anticipating sales and lowering operating costs. Why would conservative insurers take such a disruptive approach now? Three reasons: rise of the empowered customer, new nimble players that are responding fast to these customers for a fraction of the price, and the lowest interest rates in recorded history. There is no choice but to act on the operational costs that add no value for customers. With 30+ years of experience in insurance, 50+ customers and 5 world-class partners supporting the sale and implementation of our software, i2S proposes to further develop its disruptive solution to target an addressable market of 1,900 insurers. In 3 years