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 'Building Next-Generation Brain/Neural-Machine Interfaces For Restoration of Brain Functions' (NGBMI), addressing dissemination and exploitation.

assistant: **Impact**

Today, five out of ten diseases worldwide resulting in long-term disability are related to the central nervous system. Due to the immense complexity and inter-individual variability of the human mind and brain there are still no effective and side effect free treatment options for many serious neuropsychiatric disorders, such as major depression, dementia or schizophrenia. Recent advancements in sensor technology and computational capacities resulted in the development of brain/neural-machine interfaces (B/NMIs) that translate electric, magnetic or metabolic brain activity into control signals of external devices, robots or machines. Moreover, novel transcranial magnetic and electric brain stimulation (TMS/TES) systems were developed allowing for direct modulation of brain activity. However, current B/NMIs are limited by the low information extraction rate constraining fluent direct brain-machine interaction. Furthermore, as simultaneous assessment of brain oscillations during TES was regarded unfeasible due to stimulation artefacts, current TES systems can only deliver “open-loop” stimulation unrelated to the underlying dynamic brain states resulting in highly variable TES effects. Building on the applicant’s previous work that includes pioneering work on in vivo assessment of brain oscillations during TES (Soekadar et al. 2013, Nature Communications) and full restoration of daily living activities after quadriplegia using a novel B/NMI hand exoskeleton (Soekadar et al. 2016, Science Robotics), the NGBMI project will overcome these limitations by merging both techniques. After developing the first real-time B/NMI-TES system allowing for effective modulation of brain functions and fluent direct brain-machine interaction, the system will be tested in persons with impaire
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 'New photonic systems on a chip based on dyes for sensor applications scalable at wafer fabrication' (PHODYE) targeting Sixth Framework.

assistant: **Abstract**

PHODYE is a multidisciplinary project that aims to develop a new sensing technology based on the integration of dye thin films with photonic structures. The developed devices should yield a distinct optical response according to changes in the environment which can be easily measured by a chip or recognized directly by the human eye. The dye thin films will be prepared by a new plasma polymerization procedure that is fully compatible with the integrated optoelectronic technology. The dye molecules in the films react to changes in the concentration of certain gases and/or in temperature or UV radiation by a change of their absorption/fluorescence properties. A key feature of the project is to achieve an effective optical coupling between the photonic structures and the film fluorescence/absorption response, so that changes in this latter can be transformed into proportional photonic signals or visible colour shifts.A first technological objective of PHODYE is the integration of more than one sensing element into a chip based on ring resonators that would be capable of monitoring simultaneously various gases/physical parameters. A second objective is the construction of recognition chips that upon light excitation have a predetermined fluorescence response which changes depending on a given physical or chemical parameter.As the optical structures have dimensions of the order of 100nm's, the sensor response should be very fast. Devices based on large photonic resonant structures can be easily integrated into measurement devices, communication networks etc. Their low cost and their compatibility to dangerous environments make them a unique solution for a wide range of applications.PHODYE is intended by a consortium that integrates four research centres and three SME's compa
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 'Metrics measurement and management' to be submitted under Fourth Framework.

assistant: **Abstract**

The goal of our project is to improve our competitiveness by establishing metrics and a measurement organisation in order to have the opportunity for continuous improvement based on facts. The objectives are to make better estimates in the future, to be able to compare with industry performance and to get better understanding of our processes. We want to be able to define a quality policy in numerical terms.THE EXPERIMENTKoDa GmbH a small software house in Würzburg (10 employees and the same amount of freelancers), Germany is developing software mostly for commercial applications (i.e. business oriented systems) making use of various UNIX-systems (e.g. solaris), relational database systems (Oracle, watcom), case tools (Innovator of MID GmbH, Nürnberg) and graphical user interface tools (JAM of JYACC Inc., New York) in a client server environment together with MS-Windows. Our development process is oriented to the V-model. This builds the general framework of our experiment.Our project is organised in different main steps.At first we have to evaluate the different approaches and tools, that can support our measurement organisation.This step is followed by training and adjustment of the methods and tools. The work of integration of the tools (building the organisational framework and support our work by scripts and the like) will be done at different stages of our experiment i.e. our baseline project. The baseline project will cover the whole life cycle and a small amount of maintenance time of a part of our own administrative software.With respect to our metrics and measurement organisation we will have to define and agree about the metrics, that we want to use, about the way we collect the figures and analyse them, the lines of reporting and the introduction of further
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 'Automated detection of damage to buildings' (ADDABU) targeting Horizon 2020.

assistant: **Abstract**

Hail and storm damages represent the most often occurring cases for building insurance companies. Currently, the damage is estimated by an insurance expert, visiting the damaged building and drafting a report. Researchers at the Computer Vision Lab at ETH Zurich joined forces with business and sales people, spinning out the company Casalva, to strongly reduce such costs via automated image analysis. The idea is that the insurers’ clients upload photos of the damages, which will then be analyzed automatically by a computer. This involves computer vision technologies – grounded in the ERC project VarCity – to recognize the damaged building structures and to analyze the corresponding textures as to assess the extent of the damage and the estimated costs for its repair. Cutting costs is not the only consideration, as the fast assessment of damages improves customer satisfaction and prevents the occurrence of additional damages because of a delayed repair (like water leaking before repair). Such follow-on damages are estimated to be 20% of overall costs on average and are therefore far from negligible. Guaranteeing a short term response currently is a major issue, as a single storm may affect thousands of buildings. Processing times tend to stretch out due to the peak in cases following such extreme weather events. Over half of hail storm damage cases concern facade structures. The VarCity project produced methods to automatically parse facades into such structures, and to select the best way to describe their textures. These will be refined to optimally deal with the application area. The remaining technical developments and risk mitigations will be funded through other means (a Swiss project that has already been submitted), while this Proof-of-Concept project will focus 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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'REsponsive and REconfigurable value network for the manufacture of bulky parts'.

assistant: **Innovation**

The demand of large and complex part manufacturing is growing rapidly in the capital goods sectors, such as energy generation, yellow goods or railway, due to increasingly required energy generation efficiency, larger infrastructures and cost effective means of transport, respectively.The manufacturing process of bulky parts usually involves high labour intensity workpiece handling and set up, as well as a final assembly stage. Many of these tasks are completed manually and this occasionally leads to low precision, low efficiency, poor stability, and high physical burden.Difficulties in the manufacturing of bulky parts result in a shortage of companies capable of producing components within the required standards, even when they have the production equipment to do so. The homologation process of subcontractors is very sensitive and it is usually based on a trust relationship between customer and supplier.Manufacturers' accessibility to auxiliary equipment for workpiece setup, handling and modelling is cumbersome and based on word of mouth, leading to rigid supply chains and a lack of flexibility to find alternative partners.This rigidity in the supply chain of bulky components contribute to the need to identify, monitor, and reconfigure traditional supply chains into more flexible and responsive value networks, in order to effectively address supply chain distresses.The main objective of REED project will be the development of a Manufacturing as a Service (MaaS) platform that will provide the enabling technologies, equipment and services for the manufacturing of bulky parts of the capital goods sector, assuring the quality of the produced components while maximising productivity and minimising environmental impact. The REED platform will redefine the B2B relationships t
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 'exPerimental And Numerical mulTiscale mulTiphasic Heat ExchangeR' under Horizon 2020.

assistant: **Concept**

exPerimental And Numerical mulTiscale mulTiphasic Heat ExchangeRHeat exchangers have a fundamental role in aviation engineering. Heat echanger development is ever in progress, to reduce the heat exchanger volume and to enhance the performances. Although the F-gas II regulation does not yet apply to the aeronautical field, actions are being taken by the entire industry to reduce the environmental footprint of air traffic and investigate the use of low GWP refrigerants. Currently, multiphasic heat exchanger headers have mainly been designed and optimized with an empirical approach and an experimental validation. And the multiphasic heat exchanger core is up-to-now designed with experimental-based correlations, all obtained with the high GWP fluids.PANTHER project totally fits in the breakthrough requirements, taking advantage of the new optimization strategy of headers coupled with innovative CFD models of the heat exchanger core. The greatest strength of the PANTHER project is close collaboration of the CFD model development together with the experimental facilities for an optimum validation. PANTHER project will carry out numerical simulations to optimize multiphasic heat exchanger performances: through a 3D CFD porous media model taking into account phase change phenomena and fin structures.  For the optimization, topological optimization and adjoint methods will be assessed.To validate the developed CFD models, PANTHER will design, construct, and characterize and two experimental facilities; •The adiabatic experimental set-up will validate the adiabatic multiphasic porous media model•The multiphasic experimental set-up will validate the multiphasic porous media model with heat and mass transfer model, and validate also the optimization chain methodology. The facility
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 'CLImate INTelligence: Extreme events detection, attribution and adaptation design using machine learning' (CLINT) under Horizon 2020.

assistant: **Objectives**

Weather and climate extremes pose challenges for adaptation and mitigation policies as well as disaster risk management, emphasizing the value of Climate Services (CS) in supporting strategic decision-making. Today CS can benefit from an unprecedented availability of data, in particular from the Copernicus Climate Change Service(C3S), and from recent advances in Artificial Intelligence (AI) to exploit the full potential of these data. The main objective of CLINT is the development of an AI framework composed of Machine Learning (ML) techniques and algorithms to process big climate datasets for improving Climate Science in the detection, causation and attribution of Extreme Events (EE), including tropical cyclones, heatwaves and warm nights, and extreme droughts, along with compound events and concurrent extremes. Specifically, the framework will support (1) the detection of spatial and temporal patterns, and evolutions of climatological fields associated with EE, (2) the validation of the physically based nature of causality discovered by ML algorithms, and (3) the attribution of past and future EE to emissions of greenhouse gases and other anthropogenic forcing. The framework will also cover the quantification of the EE impacts on a variety of socio-economic sectors under historical, forecasted and projected climate conditions by developing innovative and sectorial AI-enhanced CS. These will be demonstrated across different spatial scales, from the pan European scale to support EU policies addressing the Water-Energy-Food (WEF) Nexus to the local scale in three types of Climate Change Hotspots. Finally, these services will be operationalized into Web Processing Services, according to most advanced open data and software standards by Climate Services Information Systems
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 'Joint European Canadian Chinese development of Small Modular Reactor Technology' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The ECC-SMART is oriented towards assessing the feasibility and identification of safety features of an intrinsically and passively safe small modular reactor cooled by supercritical water (SCW-SMR), taking into account specific knowledge gaps related to the future licensing process and implementation of this technology. The main objectives of the project are to define the design requirements for the future SCW-SMR technology, to develop the pre-licensing study and guidelines for the demonstration of the safety in the further development stages of the SCW-SMR concept including the methodologies and tools to be used and to identify the key obstacles for the future SMR licencing and propose a strategy for this process. To reach these objectives, specific technical knowledge gaps were defined and will be assessed to achieve the future smooth licensing and implementation of the SCW-SMR technology (especially the behaviour of materials in the SCW environment and irradiation, validation of the codes and design of the reactor core will be developed, evaluated by simulations and experimentally validated). The ECC-SMART project consortium consists of EU, Canadian and Chinese partners to use the trans-continental synergy and knowledge developed separately by each partner. The project consortium and project scope were created according to the joint research activities under the International Atomic Energy Agency, Generation-IV International Forum umbrella and as much data as possible will be taken from the already performed projects. This project brings together the best scientific teams working in the field of SCWR using the best facilities and methods worldwide, to fulfil the common vision of building an SCW-SMR in the near future.


**Keywords:** Small modular reactor,  supercr
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 'An anaerobic digestion power plant for citrus fruit residues' (ANDI-POWER-CIFRU).

assistant: **Concept**

The overall objective is to promote the use of Bioenergy in the EU by demonstrating in innovative application that of anaerobic digestion of citrus fruit residues on a medium scale for which a large market is known to exist. The project will also have a significant effect on the socio-economic aspects of sustainable development and will be assisting the EU towards meeting its Kyoto obligations. The project will demonstrate the continuous availability of citrus residues feedstock, i.e. the continuous feeding and operation of the anaerobic digestion plant with an innovative processing of the biomass to allow for medium-term storage and the effective anaerobic digestion of citrus fruit residues in a wet digestion system for the conversion into exploitable biogas that can he converted to thermal energy (steam) to be used on site and supplied to the juice factory, achieving significant fossil fuel energy savings and also to electrical energy to use on sit and sell to the grid.
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 Seventh Framework proposal on 'Dissecting the gene regulatory mechanisms that generate serotonergic neurons'.

assistant: **Innovation**

Mental disorders constitute a human and economic burden for developed countries. Many mental disorders have been linked to serotonin dysfunction, but the precise mechanisms underlying these defects are not well understood. Serotonin Related Mental Disorders (SRMD) are multigenic, which makes the identification of these mechanisms a very difficult task. Understanding the molecular mechanisms that generate serotonergic neurons may provide the tools required for the identification of the mutations that would predispose to SRMD. In this grant we will use a multidisciplinary approach to dissect the transcriptional mechanisms that generate serotonergic neurons. Serotonergic neurons are very ancient in evolution and enzymes and transporters responsible for the production of serotonin (serotonin pathway genes) are highly conserved in all metazoans. We will take advantage of this evolutionary conservation and use the genetic amenability of C. elegans to dissect the genetic mechanisms responsible for the generation of the serotonergic neurons. Next, we will apply the lessons learned from C. elegans to unravel analogous mechanisms regulating mouse serotonergic differentiation. Our preliminary results show that the serotonergic pathway genes are co-regulated by the same factors, and that this mechanism is evolutionary conserved. We will identify the cis-acting sequences (serotonergic motif) and trans-acting factors responsible for the activation of the serotonergic features, both in worms and mice. Finally, we will apply our knowledge on serotonergic differentiation to generate serotonergic neurons in vitro. If successful, this project should lead to (i) the identification of the fundamental mechanisms underlying the specification of serotonergic neurons, and (ii) the generation of