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: Draft the 'Objectives and Scope' section of a Fourth Framework proposal for the project 'A planning and control system for a semiconductor virtual enterprise'.

assistant: **Objectives**

The microelectronics industry has to act successfully in turbulent and highly competitive environments. At the same time, it has to manage an increasing number, variety and complexity of products and technologies.Furthermore, production and logistics are globally distributed and outsourced. These aspects accentuate the shortcomings of the traditional production planning and control techniques. Planning and control systems generally in current use do not adapt well to these requirements. They do not provide co-ordinated nor co-operative solutions that make optimal use of the enterprise capabilities.The objective is to provide manufacturing solutions and services to improve microelectronics manufacturing and enterprise performance. The X-CITTIC system will address these problems by:- appropriate models for the virtual enterprise, that will account for the costs and added value at different processing stages;- a methodology to divide the complex planning and control problem into smaller manageable tasks and to support the communication in the virtual enterprise, both horizontally and vertically;- an architecture that will support implementation, while being compatible with the communication requirements, organisational requirements and legacy systems;- a selection of appropriate tools, complementary development of missing elements and an implementation of an integrated distributed solution;- pilot systems, that will be evaluated under realistic conditions;- a versatile demonstrator at an applied research plant, allowing emulation of different business scenarios.This work will be addressed by a balanced consortium. The users GEC-Plessey-Semiconductors, Telefunken-Microelectronics and ALCATEL-Mietec provide the requirements and the reference test cases for the pilot implemen
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 'Restoration of degraded Nama Karoo - the role of conservation islands' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

* To record insect and floral biodiversity on inselbergs in the Nama-karoo, a semi-arid rangeland which covers a large geographical area in southern Africa (large part of RSA and Namibia).* To measure the value of small hills (inselbergs) as habitat islands maintaining insect mutualists (preliminary evidence for this already exists) and to quantify the way in which plants and pollinators interact along gradients of elevation and land use, and with degree of isolation.* To measure the value of small hills (inselbergs) as habitat islands maintaining seed banks.* To assess the potential of using the island biota for restoring the adjacent and surrounding land.* To develop generalized models on the dynamics and restoration of the Nama-karoo ecosystem.* To make recommendations to farmers and conservators on rangeland restoration (with respect to the potential of inselbergs as conservation islands) in the arid Nama-karoo. * To make recommendations to prevent further degradation of the Nama-karoo.* To train three managers, in Nama-karoo restoration, to M.Sc./Ph.D. level.* To provide baseline data for potential long-term ecological research which future environmental workers may expand on for improvement of Nama Karoo management.* To involve local communities in the research.Expected OutcomeThis project will assess the distribution and general patterns of diversity of insect and floral taxa on and around inselbergs/ small hills of various sizes and levels of degradation in southern Africa.Management guidelines on the relationship between inselbergs and the surrounding land will be produced using biodiversity (insect and floral) maps of the inselberg terrain, measures of how land use affects biodiversity and details of plant-pollination systems. Models will be developed to predi
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 'Hydrogen-Electric Zero Emission Propulsion System' to be submitted under Horizon Europe.

assistant: **Abstract**

HEROPS aims to introduce climate-neutral propulsion into regional aircraft by developing MTU’s Flying Fuel Cell (FFC) propulsion system concept for entry into service in 2035. This disruptive hydrogen-electric propulsion system uses fuel cells as sole power source and a liquid hydrogen fuel system, without the need for high-power batteries. Integration of both the fuel cell system and the electric propulsion unit into a compact engine nacelle will ensure an efficient system at high power-to-weight ratio.  HEROPS targets to demonstrate a 1,2 MW propulsion system based on a scalable 600 kW core module at TRL4. The core module and all further sub-systems will be validated up to TRL5. Complemented by simulation and electrical network testing of the overall modularised system, scalability to the 2 – 4 MW power level will be confirmed. The certification programme will build upon on-going certification activities, enabling timely maturation of the aviation-native HEROPS technology against relevant certification requirements. The two-phase approach of the overall programme - including extensive development, test and validation cycles at each stage - is expected to advance the FFC concept to TRL6 for integration and demonstration on a regional aircraft by 2028. It will pave the way for commercial prototyping and entry-into-service by 2035, delivering a key propulsion technology to reach the European Green Deal’s objective of climate-neutral aviation by 2050 with 100% prevention of CO2 and NOx emissions and up to 80% reduction of the climate impact from contrails and contrail cirrus. The HEROPS project will meet this challenge with a European consortium of aircraft propulsion system integrators, electrical system experts, key tier 1 suppliers and leading researchers in stack tech
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 'DANIO-CODE - the next frontier: Decoding transcription regulation in regeneration by advanced genomics and computational tools' (DANIO-ReCODE).

assistant: **Concept**

The principal objective of DANIO-ReCODE is to provide world-class doctoral training to a new generation of early-career researchers interested in understanding the complex and multilayered process of tissue regeneration. DANIO-ReCODE will combine the multidisciplinary expertise of 15 research laboratories at renowned EU and UK scientific institutions to unravel the regulatory mechanisms of heart, brain, and eye regeneration by employing the unique and highly tractable zebrafish model system. Unlike humans, teleosts can repair damaged tissues or even regrow entire appendages. In mammals, regeneration is rare, limited to skin, liver, and toes. Regenerative medicine, however, promises to restore tissue function via the use of stem cells, tissue engineering, and the production of artificial organs, with its importance being recognised as one of the EU strategic missions. A fundamental gap of knowledge is the understanding of the shared and distinct regulatory mechanisms defining regeneration in highly regenerative species and those with lower regeneration potential such as mammals. Since the vertebrate gene complement is highly conserved, applying the knowledge of regeneration mechanisms from non-mammalian models such as zebrafish could identify genetic underpinnings, which when manipulated in mammals, could strongly boost the mammalian regenerative potential. DANIO-ReCODE will thus nurture a cohort of exceptional doctoral candidates and turn them into interdisciplinary experts in computational and developmental biology, providing comprehensive training that spans experimental work, bioinformatics, visualisation, and industry applications. Through the integration of state-of-the-art genomics, computational, and data visualisation techniques, DANIO-ReCODE will result in an e
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 'SCALEFORES: Scaling Rules For Ecosystem Service Mapping' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

It is now widely recognized that sustainably managing ecosystem services – the benefits humans obtain from nature – is essential for humanity’s prospects in the 21st century and beyond. However, at present there is little data on the distribution of most services in most places.To date, the discipline of ecosystem service mapping has tried overcome this lack of data by using proxies to map ecosystem services based on our perceived understanding of ecosystem services from small-scale studies. However, the most commonly used proxies have been shown to be inaccurate, particularly for understanding policy-relevant trade-offs and win-wins between ecosystem services. The challenge therefore remains - how do we reliably map such relationships between multiple ES, thereby enabling multifunctional, ES-based management of our landscapes?In the SCALEFORES project, I will address this challenge head-on by developing and testing a novel methodological framework that enables the use of existing data to produce accurate maps of the relationships between ES in previously unmapped regions.  The overarching idea underpinning SCALEFORES is that we can use information on the scale-dependency of relationships between existing social and ecological datasets (e.g. land cover, soil type, human population density) to create maps of trade-offs and win-wins between ecosystem services. The SCALEFORES project will systematically examine the scale-dependency of relationships between ecosystem services and the social and ecological variables that underpin them. It will then use this knowledge to enable a step change increase in our ability to accurately map both relationships between ES and the distributions of ecosystem services themselves.  The methodology developed in SCALEFORES will be validated
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 'Cell based therapy of neuro-degenerative diseases' (1994-1998).

assistant: **Innovation**

Neuronal loss and malfunction underlie a wide variety of the neurological disorders that can afflict human populations. Conditions as diverse as Dementia, Parkinson's disease, Huntington's Chorea, Stroke and traumatic injury to the brain and spinal cord collectively have devastating effects on significant sections of the community. Much progress has been made in beginning to understand the mechanisms involved in the various pathological processes but their amelioration and cure remain targets for many neuroscientists. In addition to the many chemotherapeutic interventions that are presently being derived and tested, the ex vivo approach of implanting living cells to the brain for replacement of lost neurons or to promote functional recovery has had demonstrable effectiveness in both experimentally contrived neuronal deficits and, to a much more limited extent, in naturally arising human disorders. In this latter context human foetal cells have been successfully used as replacement therapy for Parkinson's disease patients but the logistic and ethical problems of finding sufficient numbers of the required cells for the large number of individuals that need treatment are insurmountable. In these circumstances the possibility of how, in tissue culture, to establish and expand the therapeutic cells needs exploration. The purpose of the present proposal is therefore to determine the in vivo efficacy of an ex vivo approach involving tissue cultured cells, genetically engineered to secure both their immortalisation and endowment with the capacity to liberate specific neurotrophic factors or neurotransmitters, which can be used for sustainable and safe remediation of neuronal deficits. The proposed project is a continuation and expansion of the preparatory award (proposal NLBT-S
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 'AI-based leukemia detection  in routine diagnostic blood smear data' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Acute promyelocytic leukemia is an extremely aggressive blood cancer where immediate diagnosis can determine life or death. The diagnostic state of the art is manual inspection of a patient’s blood smear under the microscope by trained cytologists. It is prone to human error and time consuming - a risk factor in notoriously understaffed laboratories. Supporting clinical decisions with AI will drastically increase diagnostic speed and accuracy, benefit patient survival, and free up valuable expert time. This is particularly important for cytological and histological analysis, whose market size is expected to rise by a compounded annual growth rate of 14.7% in coming years. Yet, so far, the proof of concept that AI can be effectively employed for leukemia detection in routine diagnostics is missing.I will leverage the methodological advancements in deep learning and explainable AI, the skills of my ERC CoG funded research group, and the expertise and data of the Munich Leukemia Laboratory (MLL), the largest leukemia laboratory in Europe and my long standing industry partner. Together, we will develop and implement LeukoScreen, an AI-based software to automatically identify and flag up acute leukemia cases from MLL’s routine laboratory input. This will decrease the diagnosis to treatment time of critical leukemia cases at reduced costs and staffing.  Specifically, we will (i) deploy a real-world dataset from the routine input of the MLL, (ii) train and evaluate our algorithm for transparent decision making on routine diagnostic blood smears, (iii) quantify the gain in sensitivity, specificity, and speed by comparing LeukoScreen with the currently used manual workflow at MLL, and (iv) jointly develop a commercialization strategy for the exploitation of results.This AI appro
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 Fifth Framework proposal on 'Information Technology For Stem Cell Registries Network'.

assistant: **Innovation**

Bone Marrow Transplantation of hematopoietic stem cells is used for therapy of malignant diseases and for atomic power accident victims. Registries of volunteer bone marrow donors and banks of stem cells (cord blood units) are organised. The number of donors and conserves (at the stem cell banks) must be very high, and various ethnic groups must be included to achieve a genetic match between donor and recipient. Thus, it is of common interest to have a network of donor registries and stem cell banks in Central European Countries.OBJECTIVES:Dissemination of best practice principles will result in participation of national networks in European activities BMDW, EDS, EMDIS, NETCORD.Best practice principles will be introduced also for sharing of European standards, good laboratory practice, and quality control of typing procedures. This will result in higher efficiency and quality, shorter waiting times and reduced costs. Commercial exploitation will be passed to the industrial partners. Experts from EUROPDONOR are the guarantee for application of appropriate measures.Work description:Central European National Registers participate in pan-European organisations, primarily in the well established organisation of Bone Marrow Donors Worldwide (BMDW of more than 6 million HLA antigen typed donors).Moreover there is the EDS system (Paris), which facilitates connection and exchanges of information between individual registers.Thirdly, as a pan-European effort the system of EMDIS is approaching its completion and will represent an improvement of what the EDS system can provide. These efforts assure an average patient for a high chance for a suitable (HLA identical) matched unrelated donor.Recently, two new types of stem cell transplantation are emerging:(a) from placental (cord) bl
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 'LArge STructures IN random Graphs' (LASTING) under Horizon 2020.

assistant: **Objectives**

The study of random graphs lies in the interface between combinatorics, graph theory, and probability, and has a tremendous amount of applications in various fields such as networks, algorithms, physics, and life sciences. The aim of this project is to study large structures in random graphs, count their appearances and measure their strength.In the first set of problems we aim to count the number of subgraphs from specific families in random graphs, where the families contain both large and small members. We consider families such as cycles, matchings, trees, and independent sets. In combinatorics, these types of problems are usually studied for families of equal-size members. We will combine advanced probabilistic ideas to solve these problems for families containing graphs of all possible sizes. This has strong connections to ideas from statistical physics.In the second set of problems we investigate classical extremal graph theoretical problems in the context of random graphs. Roughly speaking, we start with a graph satisfying some property (either deterministically or typically), and we want to measure how many edges can be removed (either randomly or deterministically) until the property no longer holds. These types of problems are known as robustness, resilience, and Turan-type problems. Here we study these problems with respect to spanning structures.The experienced researcher has made several advances to these problems and to closely related problems. For example, she solved robustness and Turan-type problems for almost-spanning cycles (with Krivelevich and Mond), and she approximately solved the counting problem of directed Hamilton cycles (With Ferber and Long). The supervisor, Prof. Keevash, is a world leading expert on the absorption method, a key tool to a
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 'Safe Fieldbus dEvelopment for Power Electronic Module' to be submitted under Seventh Framework.

assistant: **Abstract**

The current proposal “SafePEM” follows the aerospace industrial trend to foster “More Electric Aircraft” in order to improve the control of energy and finally reducing the fuel consumption by reduction of weight and more effective use of resources. SafePEM will significantly improve currently existing Power System Control due to offering the provider of such system an increased flexibility of design using a deterministic approach for the Power Control System internal data communication system implementing an innovative “Power Control Manager”. This approach will implement a robust, reliable and scalable system architecture allowing the implementation in many aircraft platforms at minimised modifications required. Thus time for modifying the design will be saved resulting in cost reduction and finally offering an opportunity to reducing the price of the system. As a consequence supplying such novel system will improve competitiveness compared to competing systems.On the other end the new design approach will allow to handle today’s required high power density which is not possible satisfactory when relying on technologies and solutions available today. The architectural approach will allow managing several “Power Electronics Modules” in layer one (Power Electronics Layer). Multiple electronic loads can be driven and required currents are supplied according to demands.A dedicated second layer will be in charge of controlling all resources and providing the distribution of data to all participants of the network in a reliable manner. It will incorporate two bus systems ensuring safe data communication with appropriate supervision on the one hand and safe communication between the PEMs on the other hand.