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 clear, measurable objectives and define the scope for the project 'The Canopy of Heaven under a Microscope: Cataloguing Medieval Roofs (CaMeRoofs). Italy: the roofs of churches in the Veneto hinterland between the 5th and 15th centuries' (CaMeRoofs) under Horizon Europe.

assistant: **Objectives**

One of the most fascinating aspects of medieval churches are the complex wooden frames of the roofs and the ceilings or vaults that dominate the interior. Cataloguing Medieval Roofs (CaMeRoofs) provides a multidisciplinary research on the roofing systems (external roof; internal wooden supporting structure; ceilings and vaults) of churches built between the 5th and 15th centuries, with the goal of creating a digital geodatabase for the architectural-historical study, the history of restorations, the typological-structural classification, the cultural contextualization and the state of conservation of the roofs. This preliminary stage of the project will focus on a specific territory that has preserved several cases of original or, at least, largely intact medieval roofing systems, despite restorations or modifications: the hinterland of the Veneto region (North Italy). This area is unique in Italy for its peculiar position, because it has received diversified cultural influences through the centuries (from East to West up to Northern Europe), which favoured the creation of different types of structures. 12 major monuments will be analysed: in this way, it will be possible to have an exhaustive sampling of all types of roofing systems built between the Early Middle Ages and the Gothic era. CaMeRoofs has the ambition to be a pilot project in Italy: based on solid European research experiences in this field, the project aims at creating an advanced and generalized system for the study and cataloguing of medieval roofs that can be continuously implemented and which will benefit the documentation, conservation and management of medieval architectural heritage. In the long term, thanks to the collaboration of other researchers, it will be possible to use this geodatabase on 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: Draft an executive summary for the EU project 'Cortical circuits underlying visual decision-making behaviors in mice' (CORVISDEC) targeting Horizon 2020.

assistant: **Abstract**

An important part of successfully navigating the world is the ability to make and act upon choices. In the brains of humans and other mammals, the cerebral cortex is considered an important structure for accumulating sensory evidence and executing actions, but the neural relationship between evidence and action is still unclear. A serial information processing hypothesis posits that cortical areas work in sequence to transform sensory evidence into behavioral choices, while an alternative parallel processing hypothesis argues that multiple, competing sensorimotor signals are combined at the earliest instance. Though there have been many studies of single-cell recordings offering support for one or the other hypothesis, the key to truly understand these complex behaviors will require recording from many hundreds of neurons over many different regions of the brain. In this proposal, I present a plan for a high-throughput assay of decision-making activity in the mouse brain. To compare these hypotheses, I will use two-photon calcium imaging to record simultaneously from thousands of neurons across many areas of cerebral cortex while mice perform a visually guided task that parses the perceptual, cognitive, and motor aspects of decision-making behavior. In analyzing the activity of these very large neural populations, I will be able to identify and distinguish how each cortical region contributes to aspects of the task and overall animal performance. I will further probe the structure of decision-making activity in cortex by introducing an adaptation paradigm to the same task, comparing how perceptual correlates for adaptation are linked to neural correlates, and observing how these effects manifest across different cortical areas.I will perform these experiments in the Cor
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 'Consumer Demand Flexibility in Electricity Use' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The project CoDeF pursues the primary objective of training innovative and expert doctoral researchers with a combination of strong research skills and key transferable competencies to face the challenges presented by an emerging aspect of the clean energy transition, consumer energy flexibility. The network integrates the variety of disciplines needed to study consumer energy flexibility and will train participants in research and transferable skills to progress and deliver state of the art research in their fields.Consumers and citizens will play an important role in the transition to net zero carbon energy through flexible energy use and matching demand to available renewable energy supply, thus reducing the need for fossil fuel generation and consumer energy bills. Nonetheless, technical, economic, and societal challenges currently hinder consumer participation in energy markets.The scientific research focuses on three objectives related to the increased participation of consumers in the provision of demand flexibility:- Incentives and behaviour: how to incentivise consumer flexibility through behavioural change, demand response interventions, and markets.- Enabling frameworks: how to facilitate flexible consumer demand through enablers, such as control algorithms and smart grids, smart devices in the home, and institutional frameworks.- Impact assessment: evaluating the impact of consumer energy flexibility on emissions, the energy system and society.Each doctoral candidate will carry out specialised research related to one of the objectives, in cooperation with their supervisors and interlinked with other researchers and associated partners of the consortium. Collectively, the doctoral network delivers multidisciplinary, integrated, innovative research outcomes fo
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Learning from Innovation in Public Sector Environements'.

assistant: **Concept**

The LIPSE project (Learning from Innovation in Public Sector Environments) identifies drivers and barriers to successful social innovation in the public sector. Through studying social innovation and co-creation practices and processes in 11 European countries and 7 policy sectors, LIPSE will create and disseminate essential knowledge about public innovation. The LIPSE consortium consists of leading institutions in 11 European countries.Seven empirical cross-national work packages will collect new insights on five building blocks of social innovation in the public sector:1.Innovation environments2.Innovation inputs3.Innovation tools and processes4.Innovation outcomes, diffusion and upscaling5.Feedback loops in innovative systemsThe project will firstly map institutional environments to study the role of social capital, innovation champions and leadership, using survey research and social network analysis.The project will then look at citizens’ inputs into public innovation processes through participation, complaints and co-creation. This will be achieved by a) analysing secondary administrative datasets from ombudsmen and national audit offices b) case studies in social and welfare services and urban and rural regeneration and c) large scale survey research. It will then examine the use of risk management in innovation processes.A work package on innovation diffusion and adoption will assess what factors contribute to the successful upscaling of ICT-driven social innovations, with a focus on teleworking (as a new way of working) and e-procurement.Finally, the project will develop a comprehensive set of public sector social innovation indicators and explore future trends in social innovation through scenario-mapping with academic and practitioner experts. The disseminati
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 'Prediction and Visual Intelligence for Security Information' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The mission of PREVISION is to empower the analysts and investigators of LEAs with tools and solutions not commercially available today, to handle and capitalize on the massive heterogeneous data streams that must be processed during complex crime investigations and threat risk assessments. With criminals being ever more determined to use new and advanced technology for their cause, the aim is to establish PREVISION as an open and future-proof platform for providing cutting-edge practical support to LEAs in their fight against terrorism, organised crime and cybercrime, which represent three major cross-border security challenges that are often interlinked. PREVISION provides advanced near-real-time analytical support for multiple big data streams (coming from online social networks, the open web, the Darknet, CCTV and video surveillance systems, traffic and financial data sources, and many more), subsequently allowing their semantic integration into dynamic and self-learning knowledge graphs that capture the structure, interrelations and trends of terrorist groups and individuals, cybercriminal organisations and organised crime groups, giving rise to enhanced situational awareness in these fields. PREVISION has a pan-European engagement and support agenda for LEAs: ten (10) different LEAs and practitioners take part in its consortium, while additional ones (including Europol) have joined its external advisory board. A strong inter-disciplinary dimension, combining technological expertise with sociological, psychological, linguistic and data science models, will lead to a common strategic approach for predicting abnormal and deviant behaviour, radicalisation potential, threat risks for soft targets, and cybercrime trends at different timescales. PREVISION will conduct de
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 'Environmestal adapted pretreatment of aluminium before powder coating for outdoor use' (1994-1998).

assistant: **Innovation**

The objective of the project is to find, adapt and develop a more environmental friendly alternative to chromating of aluminium. The process must fulfil the demands on a pretreatment process used before powder painting of items aimed for outdoor use. The main topic is components for the building industry. Since long chromating is used for that. The process has many advantages. It produces high quality coatings and can be used on almost all types of aluminium materials. The process is stable and has a relatively broad process window. The main disadvantage is that it contains hexavalent chromium, which is both allergenic and cancerogenic. During the last years there have been intensive efforts to develop alternatives to hexavalent chromating. In the literature there are some processes described and results from lab-scale testings. As far as we know there is no process in use together with powder painting of aluminium products with the demand for outdoor performance. Instead of using one process for all types of aluminium materials there will be a number of processes. For a small company with limited resources it will be difficult by our own to find the optimal process.
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 'Democratizing AI for cognitive process automation'.

assistant: **Innovation**

DeepOpinion is a B2B SaaS platform for end-to-end automation of unstructured text- and document-heavy processes that has been developed as a no-code platform, empowering end-users and automation experts to build human-level AI skills that can be integrated into making existing bots “intelligent” bots or used to create end-to-end intelligent workflows from scratch.DeepOpinion is based on a proprietary ML engine created over 4 years of R&D for automated deep learning for Natural Language Understanding (autonlu.com) and Intelligent Document Processing, automatically training the best AI models for data sets in 100+ languages.DeepOpinion consists of 2 core components: 1) Cognitive Skill  Builder (AI Builder) & 2) Flow Builder.The Skill Builder is a no-code interface used to create various custom cognitive skills (AI skills, NLU, IDP tasks) to infuse into existing bots, or to create “smart bots”, built on AutoNLU. The Flow Builder allows customers to create new automation workflows.


**Keywords:** process automation,Usage-based Pricing,Fintech,No-Code B2B SaaS platform,Automated Machine Learning,text and document information extraction,intelligent process automation,Intelligent cognitive process automation,AutoNLU Engine,Cognitive Skill Builder,Cognitive Automation Builder,human-like workflow automation,API,automation,seamless integration,Natural Language Understanding (AutoNLU),Automated Deep Learning,machine learning,AutoML,customer-oriented industries,opinion mining,automated topic det
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 'Integrated Real-time Feedback Control and post-processing for image Restoration' in the context of a Seventh Framework call.

assistant: **Objectives**

My goal is to develop new computational tools for image restoration by real-time feedback control with full images recorded by a CCD camera. iCON will enable to breakaway from the existing quasi-static Adaptive Optics (AO) or off-line phase diversity approaches. The improvements over these existing image restoration methods are a consequence of three innovative steps taken in this project. The first is the modelling through system identification of the coupled dynamics between the temporal and spatial varying dynamics of the wavefront aberrations that blur the images. New multidimensional distributed Subspace Identification methods will be developed to derive mathematical models that predict the coupled dynamics of the total imaging plant. The use of subspace identification will enable to extract accurate prediction models since no a priori model parameterization is needed, since no use is made of nonlinear parameter optimization and since use can be made of closed-loop data. The accurate predictions are used in the real-time feedback controller to correct the aberrations when they actually occur. The second is the enabled use of the CCD image recording for both identification and real-time control. This sensor provides much more detailed information on the wavefront aberration and the object compared to classically used AO pupil wavefront sensors, e.g. a Shack-Hartmann. The third is the coupling between real-time image restoration and post-processing whereby the real-time feedback provides accurate prior information for the complicated nonlinear optimization in post-processing. The new iCON methodology will enable to consider spatio-temporal feedback on the total imaging plant from the onset of the instrument design cycle. This will lead to finding a better balance bet
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 'Functional contribution of visual features to hippocampal memory encoding' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

One of the most intriguing complex functions of the brain is its ability to transform sensory information into distinct neural representations that can be used for perception and action. Sensory inputs mediated by visual, auditory, tactile and olfactory streams drive experience-dependent learning. In particular, to form memories of the perceived outside world, characteristic visual features of the environment need to be processed by the hippocampus, a brain region that is critical for episodic memory storage in mammals. However, it is still unclear how visual properties of different environments can drive the formation of separate memories. It has been suggested that the hippocampal dentate gyrus is required to produce distinct memories in a process termed pattern separation. In particular, newly generated granule cells, which are continuously incorporated into the existing adult neuronal network, appear to be essential for this process. To understand how visual features of similar stimuli are processed in the hippocampus to drive the formation and storage of distinct memories, I will combine novel optical methods to record the activity of newly generated and mature granule cells from the hippocampal dentate gyrus with simultaneous local field potential recordings from primary visual cortex. These experiments will be performed on head-fixed mice running in a linear virtual-reality environment while discriminating a visually-driven behavioural task, and will allow me to answer the following questions: i) How do distinct visual cues drive the formation of separate hippocampal representations? ii) In turn, how is hippocampus-dependent memory formation involved in visual experience-dependent learning? My results will provide fundamental insights into the cellular mechanisms
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 'eKoure: the world´s first wireless stethoscope of the mhealth market.' under Horizon 2020.

assistant: **Concept**

Kukupia aims to make citizen’s health monitoring possible from home through the use of ICT medical tools connected to the patient´s and/or doctor´s smartphones to enhance diagnosis quality, clinical follow-up and disease prevention. eKoure is a wireless stethoscope that allows to detect possible cardiac abnormalities using Bluetooth technology to transmit audio auscultation to ICT devices. Through a mobile application, the tool allows to save audio auscultations, display different parameters (such as heart rate or breathing), and even share the recorded auscultation with other users (whether customers, students or specialists) to simultaneously analyse the information, easing health or treatment monitoring. These features make eKuore, the world´s first wireless electronic stethoscope with smartphone connection, which further improves the quality and power of the sound up to 20 times compared to traditional stethoscopes.eKuore is the Kukupia´s first product and has been designed and manufactured entirely by the company´s R&D team based on the success of the device for veterinarian application, with the aim of introducing the product into the healthcare and chronic patients markets.Currently there isn’t in the market a stethoscope with such high audio quality which furthermore allows audio auscultations storage and sharing with other users through smartphones, tablets or computers. The potential users can be grouped in professionals (doctors from all kind of medical specialities, in particular pulmonologists and cardiologists, students, practitioners, teachers, telemedicine companies, etc.) and individuals (particularly chronic cardiovascular patients). The implementation of the studies planned for phase 1, will contribute to define the products´ commercial design, manufa