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 an executive summary for the EU project 'Understanding Videos Automatically with the SensifAI Deep Learning Technology' (SensifAI) targeting Horizon 2020.

assistant: **Abstract**

Google has a value of $1 trillion because it has managed to make texts searchable. However, 80% of internet traffic is videos, audios and images and they are not searchable. Making videos searchable is extremely challenging. This is why most of the video tagging is done manually and the results in automated video recognition are still limited. Mobile video recognition is also starting to emerge. SensifAI has developed a cutting-edge audio-visual deep-learning technology trained on millions of videos to recognize audio and video content and to tag them accurately. SensifAI automatically tags videos, images and audio, which makes them searchable and can be customized for a range of use cases. We believe our approach to contextual video analysis is unique and on the leading edge as it recognizes, scenes, actions, celebrities, landmarks, logos, music genre, moods and emotion and speech. SensifAI delivers the video recognition technology on the cloud on the Amazon Web Services Marketplace and can be embedded on devices such as smartphones (by OEM’s). Our software just became available on the Amazon Web Services Marketplace where we follow a unit-based pricing model ranging from €0.01/minute for recognizing landmark images/objects/celebrities/unsafe contents to €0.05/minute for general tagging and action/sport recognition.  SensifAI bvba was founded by three alumni and scientists from MIT, ETH Zurich and KU Leuven, who acquired an accumulative experience in audio-visual data processing through involvement in many international projects.  Imagine a day when the 30 million visually impaired Europeans use a wearable camera equipped with a software describing them the surrounding environment automatically by recognizing the semantic concept of the captured video. includes the des
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Fibre-Optic Multi-parametric BIochemical Sensing Technology', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

This project aims at developing advanced optical fibre sensing technologies for multi-parametric bio/chemical measurement, urgently demanded from industry and scientific research for quality control and process study. The Fellow, Dr Jiang will be trained on a series of skills related to novel photonic devices and advanced sensing techniques at main host Aston Institute of Photonic Technologies (AIPT) and several other EU hosts. Capitalising upon his original expertise in the study of optical fibre sensing, bio/chemical measurement and liquid diffusion process, the fellowship will make him a unique asset to the EU for tackling multi-parametric bio/chemical sensing by developing new optical fibre sensing technologies capable of measuring several parameters simultaneously. Dr Jiang has proven track record in bio/chemical sensing with interdisciplinary background and his achievement has been outstanding though very young as demonstrated in his CV. The skills and technologies he will grasp will allow him to diversify his capability significantly; including fibre grating design and fabrication (at AIPT), UV and femtosecond laser micro-fabrication, fibre laser, optical fibre interferometry, nano-film coating techniques and modelling techniques for photonic devices, and highly sensitive sensing technologies. In addition, the fellowship will allow him to transfer the knowledge gained through the research to the benefit of his hosts and regional industrial liaisons together with his existing knowledge on bio/chemical detection. Starting from a particular optical fibre device, tilted fibre grating, through modelling, fabrication and optimisation on special fibres the project will explore the rich spectral characteristics of the device to decode a variety of factors for the multi-p
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 'Contributions to the in-service education of primary school teachers from their engagement in mathematics landscapes of investigation' to be submitted under Horizon Europe.

assistant: **Abstract**

My research objective is to understand from the perspective of Critical Mathematics Education how in-service primary school teachers using a methodology of landscapes of investigation are involved in the study and development of teaching activities. In order to achieve the general objective of this study, specifically, we propose Objective one (O1): to verify, in the European context, the current scenario of research in mathematics education aimed at training primary school teachers to work with investigative activities; Objective two (O2): to analyse how primary school teachers learn, from a practice of continuing education, to produce activities based on landscapes of investigation and develop them with their students; Objective three (O3): to identify continuing education dynamics that favour primary teacher learning related to the creation of a landscape of investigation in mathematics classes; and Objective four (O4): to analyse changes in the teaching conception of primary school teachers related to mathematics, based on their involvement in continuing education practices and creation of landscapes of investigation. We use a case study methodology with a qualitative approach. To reach (O1), we will conduct a detailed review of the current literature in the European context in mathematics education aimed at training primary school teachers. To achieve (O2), (O3), and (O4), we will analyse teacher engagement in a continuing education practice aimed at Portuguese primary teachers. In this practice, developed in 50 hours, we will explore the creation and development of pedagogical activities based on the landscape of investigation in mathematics classes. The data will be obtained through the formative practice. The method of data collection will be participant observa
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 'Integrated Modelling and Analysis of Multiple Component Carbides in Welded hardfacings' under Horizon 2020.

assistant: **Concept**

The proposed project aims to investigate the crystal/lattice structure and properties of multi-component carbides M7C3, and the mechanisms of carbide refinement in welded hardfacing process through integrated physical based predictive simulation and analysis. The main objectives: 1. To investigate the effects of different solution elements including RE elements on the crystalline/lattice structure and properties of primary M7C3 carbides using the first principle calculation. 2. To develop a new approach to predict the stable chemical compounds formed during the welding process of Fe-Cr-C hardfacings using ab initio evolutionary algorithm techniques and big data system; 3. To develop a new software and interface program tocomputerise the lattice misfit calculation in order to predict the probability of a compound formed in the welding process to act as the heterogeneous nucleus of primary M7C3 carbides and establish the carbide refinement mechanism. 4. To provide training on specific physical based predictive simulation and advanced analysis by the host and the project partner. This application is based on a novel approach to identify the chemical structure and properties of one most widely used carbides in the welding repair and maintenance process, leading to the development of a practical physical based simulation tool with potential scientific, industrial, economic and environmental impact in both the EU and worldwide. This programmeoffers an opportunity to cement collaboration between international award winning multidisciplinary research in the Host and partner organisations (Scientific Computing Department of the Science and Technology Facilities Council, several EU Universities and companies). If supported, this Individual Fellowship (IF) will significantly accel
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 'Virtual balkan power centre for advance of renewable energy sources in Western Balkans' under Sixth Framework.

assistant: **Concept**

Countries in the Western Balkan region have great unexploited potential of renewable energy sources (RES), which could by efficient use significantly contribute to security of supply within the region and wider. Special care has to be devoted to sound solu tions for electricity supply of undeveloped and isolated regions due to war damage. The main objectives of the VBPC are: (i) transfer of know-how in RES technology and their implementation for isolated regions, (ii) to identify main economic and legislativ e factors influencing investment decisions in RES including barriers and local specifics, and to identify options to improve penetration of RES, and (!ii) awareness building and education on modes, means and benefits of renewable energy sources. The work w ithin the VBPC will be organized in 4 work packages (WP). First WP will deal with transfer of best practice and best technologies in RES for isolated regions, comprising energy transformation, distribution, operation and control, connection to the local ne twork, energy storage and organizational as also other implementation issues. In the second WP the regulatory framework of each WB country will be analyzed to identify barriers and local specifics. This will be archived by exchange ofinformation on establi shing incentives for promotion of RES and experiences with harmonisation with EU legislation in EU, AS and WB countries. Communication and dissemination with key focus groups (policy makers, utilities and SMEs, higher education system) will be the objectiv e of the WP3. Fore each key focus group of actors important for RES implementation in the region a special dissemination program will be carried out comprising targeted workshops, conferences, public reports and summer schools. The fourth WP will be devote d
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 'Travel in Tokugawa Period Japan (1603-1868): Identity, Nationand Social Transformation' under Horizon 2020.

assistant: **Concept**

This research project investigates the practice of travel in Edo/Tokugawa Japan (1603-1868), particularly in connection with notions of social identity, transformation, and nationhood. Through a theoretical framework that combines Social History and Historical Bibliography, primary sources will be investigated, including commercially “unofficial” and “popular” sources published and distributed, such as travel guides and commercial maps. In the analysis the material will be considered: a) as objects, viewed in the light of the cultural and economical processes that led to their production and circulation, in order to understand the “range” of the ideological impact of travel; and b) in terms of their contents, in order to assess how their “commercialized” narratives reflect popular notions of identity and nationhood. An interdisciplinary approach, based on Travel Studies, Japanese Historiography, and in particularly, World Society Theory, will be implemented to discuss the cultural and social meaningof travel in the context of Tokugawa “absolutism”. Travel tends to be entwined with social mobility, in a way that alters and marks social and cultural landscapes. The project will therefore investigate whether travel within Japan, becoming growingly commonin a context of economic growth, came to subvert the geographical and social immobility that characterized Tokugawa administrative system. Furthermore, the analysis will discuss the relationship between travel and the formation of a national identity, assessing whether the social and ideological transformation connected with travel worked in Japan as a prompt for “proto-national” identification,as opposed to forms of local nationalism.
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 'FaradaIC: Miniaturising Gas Sensors to enable new sensing possibilities in IoT devices' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

FaradaIC is bringing to the market the first miniaturised electrochemical O2 gas sensor to enable new sensing opportunities across different industries where a small, chip-based sensor is demanded (breathing devices, fitness, medical, hydrogen economy, etc). Gas sensors today are too large and expensive for the IoT devices that device manufacturers want to build. This problem is particularly painful when O2 gas sensing is needed since no miniaturised, cost-effective, chip-based O2 gas sensor is available commercially. We are combining the world of cutting-edge synthetic chemistry and advanced materials with the world of semiconductor manufacturing and microfabrication to achieve smaller,  cost-effective and power-efficient gas sensor technology. We are the first company worldwide that has successfully miniaturised the electrochemical variety and our goal is to lead the next sensor revolution with our gas sensing platform, untapping all the potential of gas sensing in multiple markets


**Keywords:** ionic liquids,polymer materials,electrochemistry,microfabrication,gas sensors,sensors,breath analysis
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 Sixth Framework proposal on 'NextGenCell - The next generation of stationary fuel cells'.

assistant: **Concept**

Designed as a joint EU and US collaborative effort in the framework of the EU-US Cooperation Agreement on fuel cells, NextGenCell aims to bring domestic fuel cell microCHP (1-5kWel) next step towards commercialisation. In FP5 Vaillant, Plug Power, and othe r European partners have demonstrated low temperature PEM fuel cell microCHP systems.Three major hurdles were identified:1. Costs must be reduced significantly,2. Reliability must be improved via system simplification,3. System temperature must be increased.High Temperature (HT) PEM MEA technology at 160-180°C has the potential to overcome those hurdles. R&D on MEA, Fuel Cell System, components development and integration will lead to a developed and tested 1-5kW HT PEM fuel cell prototype microCH P system with modular design for global markets.Specific objectives relevant to TP 6.1 at production volumes are:1. Total system costs < 400 EUR/kW:- Significant system simplification (no CO clean-up and water management)- Increase mechanical stability of MEA- Reduction of system costs (e.g. of Balance of Plant, fuel processor, maintenance/recycling) and low cost bi-directional inverter development2. Modular system design:- modular system design for different market applications (CHP and future tri-generation)- Increase electrical efficiency up to 35% with 85% total efficiency3. Durability > 40.000 hours:- MEA Development with more stable cathode material and corrosion-resistant cathodes4. Electronic control systems for optimal heat and power management and reduced costs;- CHP hydraulics concept Development (system scalability 1-5kW)- Embedded controller with 70% less cost- microCHP Controls optimisation in a Virtual Power PlantThe team is based on strong industrial and scientifically partnership, includes a SME and particip
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 2020 proposal on 'EmPowering electricity access in off-grid areas with a portable battery pack with Internet of Things connectivity'.

assistant: **Innovation**

Globally, about 1.2 billion households have no access to electrical energy. Despite the lacking access to electricity, many households placed in rural off-grid areas, in e.g. Africa, possess mobile technology, e.g. smartphones, and thus have access to the Global System for Mobile communication (GSM). PP-Power has developed an innovative and portable battery pack with Internet of Things connectivity targeting these many householders living without public electricity supply, but with access to GSM communication - Peoples Portable Power Pack (4P).Our solution is based on a state-of-the-art reusable lithium ion battery embedded with our proprietary electronics and cloud-based software to enable a Pay-As-You-Go payment model, as well as secure and remote battery monitoring and control, usage data collection, and software updates. The battery pack is charged from community owned solar PV installations, offering a unique combination of quality, affordability and scalability to meet the end-user’s gradually increasing electricity demand. These benefits are complemented by a unique flexibility in terms of business models and open connection of external equipment. Hence, our solution has the potential to give individuals in rural and small communities the opportunity of growth and education, as well as a healthier and more sustainable way of life than they have today.We have already tested our solution with local end-users proving the high value of our business concept. With the current project, we aim to accelerate the maturation of our solution for broader and faster introduction in the off-grid electricity market with an initial focus on Kenya and Tanzania as our launch markets. The project will contribute to place PP-Power in a competitive position within the market and assis
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 'Opet in Scotland to Promote the Rational Use of Energy and Renewables - NIFES Consulting Group with the Scottish Energy Efficiency Office' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Operate an OPET in Scotland with the following overall objectives:(i) Promote the rational use of energy and renewables(ii) Act as a focal point and local linkage between Europe and Scotland to promote energy technologies Specific.Objectives include:(i) Augment the national energy efficiency programme(ii) Build on the success of the Sustainable Energy Scotland Programme(iii) Transfer to Europe of the successful experience in Scotland of clusters for energy technology(iv) Promotion of wave technology.
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 'Restoring of SENSAtions from Lost LeGs for health And qualIty of life augmeNtation in amputees' under Horizon 2020.

assistant: **Concept**

During the FET NEBIAS we developed and clinically validated novel and effective restoration of sensory feedback from missing hand in upper-limb amputees. They felt natural sensations, used to ameliorate control and acceptance of prosthesis, and diminish phantom limb pain. The goal of SensAgain is to exploit these results commercially. In particular, we aim at verifying whether the innovation generated during NEBIAS could be used to provide valuable device for lower-limb amputees. We target them because they represent a larger population and suffer health problems related to absence of sensations from prosthesis. Indeed, because of the lack of sensory feedback from available prostheses, they suffer: falls due to unexpected perturbations, asymmetric walking and balance which induce arthritis, osteoporosis and back pain, higher power consumption (with occasional hearth failures), feeling the prosthesis as a foreign body (with consequent abandonment) and phantom pain. The first step we will perform is the validation with market stakeholders, which will enable the identification of the minimum features of a product accepted by the market, and the development of a strategic partnership with manufacturers, which will speed up the realization of a device compliant with CE standards. Then, we will define a clear market penetration strategy. Together with providing disabled persons with a unique device for rehabilitation, SensAgain will boost prosthetic adoption, with the consequent growth of the prosthetics and rehabilitation industries, which at its turn will create new jobs. Finally, by sharing the results with the members of the NEBIAS consortium, we will train academia personnel to structure their research mind-set toward the resolution of problems tailored by the market nee