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 the 'Expected Impact' section for the project 'Intelligent Optoacoustic Radiomics via Synergistic Integration of System Models and Medical Knowledge' (EchoLux), addressing dissemination and exploitation.

assistant: **Impact**

Radiomics - the extraction of clinically relevant information from complex medical imaging data via mathematics and data science -  is on the verge of becoming a main player in clinical research and medicine. However, the current radiomics workflow mostly relies on feature engineering and black box machine learning, lagging behind the state-of-the-art in explainable artificial intelligence. I will exploit my broad expertise in mathematics, informatics, and biomedical imaging to implement intelligent radiomics by integrating the whole imaging value chain - ranging from imaging hardware, over image formation, to medical interpretation of the data - into an intelligent software environment. EchoLux is a paradigm shift from black box machine learning to truly intelligent radiomics.EchoLux will be realized in three steps: 1) Modelling the imaging system via a digital twin approach using dedicated physical phantom data and a reference dataset acquired from healthy volunteers; 2) Development and integration of a medical knowledge base that captures the effects of disease on the imaged tissue; 3) Integration of system and medical tissue models into a Bayesian reasoning framework that is able to perform explainable diagnostics and medical knowledge discovery.The clinical use case is optoacoustic imaging of peripheral neuropathy. I recently demonstrated that the internal structure and vascular supply of peripheral nerves can be visualized in unprecedented detail by exploiting the molecular contrast of optoacoustic imaging. The EchoLux approach, thus, has the potential to enable early detection of pathological changes in peripheral nerves, e.g., in conjunction with diabetes.EchoLux links the clinical imaging data simultaneously back to the hardware and forward to the medical decis
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 'Blockchains in the new era of participatory media experience' under Horizon 2020.

assistant: **Concept**

Digital technologies have transformed media content production and distribution in the global entertainment and media industry over the last two decades. The market is forecast to continue to grow over the next five years, and is currently estimated to be worth just over $2 trillion . Acute challenges remain, though, especially relating to the way in which digital content can be copied and freely distributed on the Internet, and how content contributors are compensated when their materials are used or bought through legitimate channels. The blockchain technology and the virtual currencies can provide the ideal, cost effective framework for payments, preserving privacy, low commission fees, instant financial transactions, without intermediaries. The main goal of the Bloomen proposal is to extend the use of the blockchain technology to handle different online user transactions, provide an innovative way of content creation, sharing, personalized consumption, monetization and copyrighting.  In particular within the Bloomen project,  blockchains will be used as a distributed database for media copyright information, for fast micropayments of media content, and for transparency in copyright management and monetization. The project will deliver among others innovative services for the media industry and its results will be validated in three pilot use cases: i) User generated content and news, sharing, copyrighting and monetizing through social media and blockchains, ii) Music industry digital content broadcasting in open, blockchain enabled markets, iii) Media content delivery through WebTV and cyrptocurrency paywalls. All three use cases will be operated by well established stakeholders in the broader media industry.
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 'Coordination of RDI policies and their coherence with other policies in newly acceded countries' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

The proposal aims to support the regional dimension of the ERA by increasing the effectiveness and coherence of the R&D&I policies with special focus on the NAC. The key priority of the project is to directly enhance the research and development issues by the coordination of the regional policy making processes (RIS-NAC, Structural Funds) of 6 regions with the support of 2 experienced regions. Thus the partners can exploit the added-value of the internal/final results (deliverables) and the synergies of the parallel running projects and activities without duplicating the activities. The proposal focuses on the public research spending and policy mixes and comprehensively the SMEs and research target areas. The partnership represents a high value-added as well. The RDAs as operative bodies of the Regional Development Councils are directly involved in the preparation of the policies and the decisions and thus in the decision making process as well. The stakeholders have been also selected to ensure equal opportunities and equilibrum. The expected results will be the - development of coherent and effective research policies in the participating regions, by better information on policy mixes and financial coordination for the decision makers, and strengthened R&D support mechanisms to SMEs, - a transferability model of best practices, - by the coordination of the priorities and pilot projects concerted actions, joint policy initiatives and EU level recommendations with special respect to the ERA-NET process and the 7. Framework Programme. The advantages of a systemic approach by inter-programme relationships ensures a unique opportunity to create optimal linkage to other related activities of the EU (e.g. Innovation Strategies, Structural Funds, _.) and other international
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 'Metal Oxide Functionalized carbon nanostrUctures for photonic gas Sensors' to be submitted under Horizon 2020.

assistant: **Abstract**

The main target of the proposed research project is to gain and transfer knowledge in the promising research field of hybrid photonic gas sensing technology with novel metal oxide functionalized carbon nanomaterials (MOCNMs) for rapid detection of various target gas analytes, which includes but not limited, environmental pollutants, toxic gases and explosive warfare agents. The MOFUS is focused to develop new hybrid localized surface plasmonic  (LSP) gas sensors in conjunction with MOCNMs to achieve rapid and efficient sensing of target gas analytes with high sensitivity and selectivity.We propose innovative approach, which combines training and career development of upcoming potential researchers, use of optical properties of the new MOCNMs and development of hybrid LSP-MOCNMs photonic sensors by novel micro-fabrication tools. The project will thus contribute to monitoring and detection of toxic species of gaseous molecules, and optimization of cleaning routine after environmental and industrial pollution. Hence, positive impact on training of young scientists, safety of ambient environment and public health care is anticipated. The Fellow – Dr. C. M. Raghavan – will be trained in the fast growing field of hybrid photonic sensors and industrial applications to progress his career upon mature Senior Scientist position in advanced research institute. Success of MOFUS in study of new hybrid photonic gas sensors can result in number of advanced applications for environmental safety and health care monitoring. The scientific community will gain from the knowledge on new compounds, by understanding of key optical properties of these materials (as well as performance of potential devices based on them). The engineering community will be able to use such materials to fabricate
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 'Smart Planning, Operation and Control for Energy Internet' (SPOCEI), addressing dissemination and exploitation.

assistant: **Impact**

The planning, operation and control is of importance to the Energy Internet (EI). With large numbers of energy routers (ERs) integrated into EI, the EI system becomes more complex and variable. This state of affairs renders it is necessary to develop new architecture, modelling, optimization and control methods, in order to achieve intelligent, distributed, reliable, exible and cooperative system operation for EI. To this end, the researcher proposes the following three unique researcher actions in this project, including: 1) controllable structure planning for multi-ER-based EI under different environments (before and after fault) from the concept of controllability view; 2) distributed and adaptive cooperated control strategies based on deep policy gradient algorithm to enable each microgrid adaptively to respond to the system model switching without the need of exact system dynamics; 3) multiple timescale power trading model and distributed optimization algorithm to achieve both optimal energy generation/consumption and optimal energy flow allocation among ER with faster convergence rate in different timescales. Our project has the potential to produce new technological transformations and overcome multiple critical bottlenecks in the development of the current power grid from “smart grid” to “EI”. Through many inter-sectoral training, project management and communication activities, the research will gain comprehensive experience and skillsets, which is conducive to his future career prospects. This project effectively combines the researcher’s expertise in distributed control as well as optimization theories and the participating organizations’ expertise in energy informatics and energy management, planning of power grid and artificial intelligence, resulting in en
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 'Metal and Organo-Catalysts for the Production of 1,2-Diamines' (MOC-DA), addressing dissemination and exploitation.

assistant: **Impact**

The well-known occurrence of vicinal diamines in biologically active molecules and natural products has led to the need for efficient and reliable methods for the stereoselective introduction of this functional group. Methodologies for the preparation of vicinal diamines from olefins are scarce and certainly none that can provide enantiopure diamines exists. This proposal outlines two new methods for the catalytic oxidation of alkenes to produce enantiopure 1,2-diamines in one step. The objectives of the program of research are: 1. Examination of transition metal catalysed bis-amination of alkenes. 2. Investigation of amine-catalysed addition of diimides to alkenes.  3. Extension of these new methods to the synthesis of complex natural products with biological activity. The asymmetric induction of these reactions will be thoroughly studied by means of chiral additives. In target 1, the addition of a chiral ligand will be explored, while in target 2, the addition of a chiral amine will be used to induce diastereoselectivity. The aim of this project is to contribute to Organic Chemistry with new catalytic, asymmetric routes to achieve diamine-based products with interesting biological activity. There is ample opportunity for study of a broad range of reactions and plenty of back-up plans exist. This project will, therefore, comprise of an ideal mix of mechanistic study and exposure to synthesis which will provide an ideal training for a postdoctoral researcher. Furthermore, the well-known difficulties arising from catalytic reactions and asymmetric synthesis in general will have to be overcome, making the proposal challenging. This project will increase the knowledge of the scientific community in the use of asymmetric catalytic reactions in organic synthesis and drug dis
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 'Refinement in tuple space laguages - case studies in Pate and Tao' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

We propose to work on the refinement within the tuple space paradigm. Tuple space and mu]tiple tuple space languages, based on this paradigm, are well suited to model cooperation. More generally, they are suited to program large distributed reactive systems. They support concurrency providing both syntactic constructs to define autonomous entities of computation, i.e. the processes, that can be executed in true parallelism and mechanisms for process synchronization and cooperation. Accesses to the tuple spaces are defined by rules, that are composed of a query on the tuple space followed by its update. Queries and updates are compositions of read, remove, or write primitive statements. In particular, we want to extend the current results on refinement to the languages TAO and Pbti, which are developed in Lisbon and Pisa, respectively: both these languages are based on the multiple tuple spaces model, and permit to declaratively define computations as combinations of rules. Indeed, they represent two examples of languages instantiating in a similar way the tuple space paradigm, in the direction of enhancing the expressive power, and allowing sensible distributed implementation.
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 'Direct Methanol Fuel Cell System for Car Applications( Dreamcar)' in the context of a Fifth Framework call.

assistant: **Objectives**

The proposal goal is to develop a complete 5 kW Direct Methanol Fuel Cell stack operating over 140 C. for use in cars. Specific stack targets will be fixed by car manufacturers in the early stage of the project. In order to meet these objectives, innovative cell components, hybrid membranes and catalysts, will be developed aiming at a power density of 300 mW/cm2.In the first Phase a 1.25 kW module will be designed, assembled and tested. The adjusted cell components, thermal, mechanical, electrical and water managements will be optimised. New catalysts and membranes will be developed.In Phase II the optimised components will be selected and the module design refined and upgraded to a 5 kW stack. The project is part of the EUCAR cluster, which has the general objective to obtain a matching set of components needed to assemble complete fuel cell car demonstrators.
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 'How to organise turlough grazing in western ireland?' (1998-2002), addressing dissemination and exploitation.

assistant: **Impact**

Furloughs are an ecological asset of Ireland, yet under-researched regarding grazing management and their role in modem farming systems. We study links between ancient a and modern furlough use (interviews) and the present status of its vegetation (field work).
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 'Nonlinear synaptic integration in morphologically simple and complex neurons' under Seventh Framework.

assistant: **Concept**

Understanding how neurons represent and transform information and perform the computations required to generate complex behaviours is a core aim of neuroscience. Although this knowledge is of fundamental importance and is a prerequisite for understanding many neuronal disorders, the way in which individual neurons process information is poorly understood. This reflects the technical difficulty of measuring rapid synaptic signalling in fine dendritic structures distributed in 3D space. Moreover, defining the transformation between inputs and output firing is complex due to the large number of input combinations involved. To overcome these problems I have recently developed two powerful new tools. A high speed 3D 2-photon acousto-optic lens (AOL) microscope that enables high speed (30 kHz) 3D optical functional imaging with submicron resolution. I will use AOL microscopy with uncaging, electrophysiological and optogenetic approaches to study synaptic integration in cerebellar granule cells, cortical pyramidal cells and fast-spiking interneurons. Comparison of synaptic integration and neuronal computation in these neurons, which include simple and complex morphologies and excitatory and inhibitory cell types, will allow mechanisms to be investigated and principles identified. By measuring [Ca2+] and voltage at many locations within 3D dendritic trees, I will map the spatiotemporal properties of synaptic input in 3D and locate and count regenerative events.  By applying AOL microscopy, in vitro and in vivo I will elucidate mechanisms and test how information is processed by neurons during sensory input. I have also developed neuroConstruct, a software tool for modelling neurons and large-scale networks in 3D with a high degree of biological detail. By using in vitro and in
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 'Etude magneto-optique de multicouches magnetiques presentant une magnetoresistance geante' to be submitted under Fourth Framework.

assistant: **Abstract**

This project concerns the study of the structurals magnetoresistive (MR) and magneto-optic (MO) properties of metallic magnetic superlattices FeX/Y where FeX is a ordered or desordered metallic magnetic binary alloy and Y is a non magnetic material. The purpose of this work is to measure the MO effect (longitudinal and polar) for systems with Giant Magnetoresistance(GMR) in order to find a relation beetween the two effects and to show possible new Giant Magneto-optic effects(GMO). The MO properties will be investigated using in- situ Surface MO Kerr Effect (SMOKE) magnetometry in order to measure the evolution of the magnetization during the layer by layer growth. This study could lead to a better understanding of the origin of the specific magnetic properties such as MO and MR effects in view to optimize them for applications as sensor or recording medias.
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 'European Training Network (ETN) on Multimodal Environmental Exploration Systems – Novel Technologies' under Horizon 2020.

assistant: **Concept**

MENELAOS_NT addresses the ever more significant problem of scientifically and technologically sensing and exploring “the world” on micro- and macroscopic scale to provide scientists with deeper insights and better understanding in order to predict and possibly control critical evolutions. This would support decision makers with more sophisticated and reliable information for deciding on sustainable measures. Essentially the project addresses societal key challenges, e.g., sustainable agriculture and forestry, bio-economy, environmental changes, resource efficiency as well as protecting freedom and security of the European society. Covering the complete chain of information generation plays a key role here, and forms a key future market with huge potential, ensuring excellent career perspectives for early stage researchers. The continuously increasing sensitivity and resolution of remote sensing, and the steadily growing range and field of view of short and medium range 2D/3D-sensorics are closing the gap between analyzing unknown scenarios from outside (remote) and from within (in-situ), however, at the cost of increasing data dimensionality and volume (“Big Data”), raising the urgent need of detecting and isolating relevant information from the ubiquitously present noise and disinformation. MENELAOS_NT addresses multi modal – multi sensor fusion to optimally combine the information, delivered by different sensors (in situ/remote, optical/non optical) on different scales, with different resolutions and with different reliability. New and intelligent (Compressive Sensing, Analogue to Information Conversion) approaches will be indispensible for this, hence MENELAOS_NT develops this complex and interdisciplinary field by combining high level scientific research and excelle