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: Explain how 'Design of 2 Technologies and Applications to Service' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The Design 2 service project aims at simplifying both residential and commercial fuel cell systems for easy, fast and save system service and maintenance. In order to make best use of lessons learned and available resources, this project jointly works on two distinguished technologies (PEMFC and SOFC) in two different markets (residential & extended UPS). Both SME manufacturers are committed to establish lean after-sales structures, a significant step towards mass manufacturing and deployment. Maintenance is one significant part of Total Cost of Ownership of FC systems.Pooling the operational experience of field test programs, such as ene.field and Callux, critical analysis will lead to a priority list of required technical changes. For cold Balance of Plant Components, joint efforts will focus on the desulphuriser and the water treatment system. Actions are taken for both simplified maintenance and extended durability for prolonged service intervals. Logistics for replacement component supply will be considered. For the hot component parts, the manufacturers work on their individual hot topics to adapt and simplify the design of the current units, e.g. to allow replacement of individual components instead of sub-units. A large decrease of costs impact is expected once individual stacks can be changed in a simple maintenance operation instead of complete sub-units. It is important that such operations can be performed by a significant pool of qualified installers. This is addressed by the elaboration of simple technical manuals that will be exposed to real-life practical technicians in training programs. These actions aim at decreasing the technical barrier to service systems. Finally, the improved BoP units will be validated by testing single and multiple units. Beyond
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 'robust Privacy-preserving biOmetric technologies for Passengers’ identification and verification at EU external borders maximising the accuracY, reliability and throughput of the rEcognition' (PopEye) targeting Horizon Europe.

assistant: **Abstract**

PopEye unique value proposition focuses on a) strengthening the security at the external EU borders through fusing robust biometric technologies for verification and identification, b) maximising the travellers’ experience when crossing the external EU borders through unobtrusive on-the-move biometric technologies, c) improving the productivity of Border Authorities and Law Enforcement Agencies in performing identification and verification of people on the move and without stopping them, at up to 200m distance, when multiple travellers cross borders, on foot or inside the same vehicle, in different nature e.g. open-air conditions, night, time, time constraints, space constraints, etc. PopEye will introduce novel and robust biometric technologies in the five areas identified by the aforementioned Frontex report combined with gait recognition, in order to maximise the impact and the return on investment in short term. PopEye through the proposed technologies will support both EU and Third Country Nationals (TCN) citizens, will be compliant with existing and upcoming regulations such as GDPR and AI Act, will comply with the Ethics Guidelines on Trustworthy AI (2019), will empower the EU values and fundamental rights, including on data protection and avoid bias and discrimination.
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 'RNA Dynamics prediction with Diffusion Models'.

assistant: **Innovation**

Ribonucleic Acids (RNAs) are crucial polymers in biology: RNAs might be the key to understanding the origins of life and are extremely promising therapeutic tools. Just like proteins, RNAs numerous properties stem from their 3-dimensional structure, which itself arises from their nucleotide sequence. However, RNA molecules are particularly dynamical, making their structure noticeably difficult to study, both experimentally and theoretically. Moreover, RNA dynamics are critical for biological function.Recently, deep learning (DL) methods have revolutionised computational biophysics by mastering the task of protein native structure prediction from sequence. Comparable success can be hoped for RNA, but it is impaired by the less abundant data and the lack of direct transferability of current methods. More importantly, no attempt has been made at developing a DL approach to directly predict RNA dynamics.In this proposal we aim to adapt the emergent framework of diffusion models to the task of one-shot sampling of RNA conformational ensembles. Diffusion models constitute a new paradigm in generative machine learning (ML) that has attained astounding successes in conditional image generation, audio, graph and geometric shape synthesis. Our goal is to produce a neural network-based software which, given an arbitrary input sequence, efficiently samples the 3D coordinates of RNA conformations according to their equilibrium probabilities. To do so we suggest an original approach combining (1) coarse-grained internal coordinates, (2) a diffusion-based generative framework, (3) an attention-based architecture inspired by state-of-the-art DL biomolecular approaches and (4) a mixed training procedure based on experimental fragments and molecular dynamics simulations. Our approach cou
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 'Mapping and Comparing Oils' (MAC-OILS) targeting Sixth Framework.

assistant: **Abstract**

MAC-Oils focuses on the individual and comparative assessment of safety, quality, environmental impact and aspects of eight different oils, sumed in Europe, and their respective production and manufacturing methods. It will be structured in two different phases: the first phase is aimed at the creation of a permanent partnership among researchers from European and Extra-European Countries that will be set up through eight thematic ateliers (on olive, argan, soya-bean, corn, sunflower, peanut, rapeseed and rice oils), regarding the following five topics: assessment of chemical and physical-chemical properties of oils; assessment of organoleptic properties of oils and their acceptability by the European sumer; assessment of extraction, servation and packaging methods of oils; assessment of risks/benefits of the sumption of oils on European sumer's health; oil seeds cultivation: problems and perspectives. It will be assured the SMEs participation in every atelier: their tribution will sist in highlighting possible critical and problematic aspects linked to extraction, production, servation, packaging and marketing of their oils, providing useful hints to researchers in order to elaborate future common projects. The results of the work on each target-oil will be elaborated, with the final purpose of realizing three Handbooks, that will gather the existing know-how, at European and extra-european level, about these products. The sed phase will be dedicated to the preparation and realization of a final International ference, during which these Handbooks will be distributed. In this phase it is also foreseen the creation of informative and disseminating products and the building of the project web-site. The partnership is composed by Research Institutes, Universities, SMEs, SM
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 Horizon Europe proposal on 'Temperamental roots of the human-Nature bond'.

assistant: **Concept**

This project aims to recover a forgotten meaning of temperament, which can be described as elemental and spiritual. This notion is recovered as the foundation of a new conception of human nature. Indeed, as it will be demonstrated, being seen from its temperament, the human being is immediately placed in communion with Mother Nature, so that the description of its fundamental traits immediately becomes a description of its primal relationship with Nature. In the first part of the project we will reconstruct both the gradual loss of the elemental and spiritual meaning of temperament and its sporadic resurfacing in certain historical moments, with particular attention to the nineteenth century. Meanwhile, in the second part of the project, the results of the previous part will be used to construct a new philosophical-anthropological model, such as to inspire today's debate in philosophical ecology and political ecology. The project aims, therefore, to make new contributions both to the history of thought, recovering a lost conception, and to the political ecological debate, urging decision makers to look deeper into the options of ecological wisdom, by means of a new conception of human nature and its relationship with Nature.


**Keywords:** temperament,  inspiration,  human nature,  germanocentrism
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 'EUCYS Leiden2022' (EUCYS2022) under Horizon Europe.

assistant: **Objectives**

The main objective of this Proposal is the organisation of the Young Talents Programme which contains two separate events. The first is the European Union Contest for Young Scientists (EUCYS) 2022. The second is the development of a pilot for next stage researchers & early career researchers with the working title EU TALENTON. Both events will be organized and held in Leiden, the Netherlands. Stichting Leiden European City of Science 2022 (Leiden2022) will be responsible for the organisation of the Young Talents Programme. The primary aim of the EU Contest for Young Scientists is to stimulate exchanges between talented young scientists, ensure that young scientists get guidance from some of the most prominent scientists in Europe and eventually to highlight scientific student achievements and attract widespread media interest. In other words, providing additional stimulus to young people who have an already demonstrated interest in applying science to solve problems.   In the 2022 edition, Leiden aims to innovate the existing EUCYS model in several ways. into a more attractive contest. Leiden2022 aims to innovate EUCYS2022 in the following ways:- Reviewing the EUCYS award system- Researching if the scope of EUCYS can be expanded towards components of the Humanities (from STEM to STEAM)- Embedding EUCYS into the public and scientific programme of Leiden European City of Science 2022 Furthermore Leiden2022 aims to reach a more mature target group that is entering the next level of their research career by organizing a pilot. With this pilots Leiden2022 will explore the possibilities for organizing the EU TALENTON, and as such create a (potential) blueprint for EU TALENTON editions to follow. Therefore, EUCYS2022 and the EU TALENTON 2022 have the potential to have long las
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 'Emotional skills: The role of emotional intelligence for strategic interactions and markets' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Emotional intelligence, like anticipating the emotions of others and regulating ones own emotions, is thought to be a crucial skill to do well in the workplace. This may be especially true for strategic interactions relevant for the workplace such as cooperation, bargaining, and market interactions. From experimental studies, we know that emotions play an important role in these interactions. Yet, whether or how emotional skills influence strategic interactions is unknown. Economists and other scholars currently lack the tools and framework to systematically study the role of emotional skills in strategic settings. While we have a good understanding of other key elements of strategic interactions like social preferences and strategic reasoning, no such investigation exists for emotional skills. The goal of this project is to provide the foundation to jumpstart the study of emotional skills in strategic interactions and markets. Specifically, this project addresses three main objectives. First, I will develop a new emotional skills test, specifically designed to study the role of emotional skills in strategic interactions. Second, the newly developed test allows me to experimentally investigate how emotional skills shape outcomes and decisions in strategic interactions and markets. Third, I will study the supply of emotional labor  the requirement that workers have to display certain emotions on the job that may mismatch their own  which is associated with considerable psychological costs. Despite its importance for labor markets, evidence on the economics of emotional labor is lacking. I will include emotional labor in standard economic models and develop a new experimental paradigm to estimate the supply of emotional labor. This project will synthesize insights from ps
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 Fourth Framework proposal on 'MULTIMEDIA APPLICATION FOR CLINICAL RESEARCH IN ONCOLOGY'.

assistant: **Concept**

MACRO will demonstrate a unified European network for remote entry of data into clinical research trials. It will provide an efficient means of two-way communication between the central office co-ordinating a trial and the hospital clinicians who treats the patients. The MACRO solution will enhance the speed and quality of the clinical trials and should help attract more research to Europe. The work from previous EU projects and from other current projects will be integrated into a common telematics infrastructure for health care. The system to be demonstrated by MACRO in the field of cancer is expected to extend to other branches of medicine. MACRO participates in the project cluster entitled: ACTION for Telematics Applications for Cooperative work of Healthcare Professionals.The MACRO project develops a demonstrator of the telematics-based interaction between parties in clinical research: 1) clinical trial offices which co-ordinate studies at regional, national, and European level; 2) clinicians in the hospitals, who treat the patients and provide clinical information to the clinical trials office.The project aims at: 1) the creation of a European network for Clinical Research for facilitating the international co-operation in clinical trials; and 2) the demonstration on that network of an integrated system based on clinical databases, remote data entry, study monitoring, and patient randomisation software, in order to assess the impact of telematics on data quality and on the speed of the clinical research process, as well as the administrative ease of participating in clinical research.The approach is to integrate in a common telematics infrastructure commercial products and results achieved by previous research projects, e.g. EuroCODE and MARIA. The integration wor
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 'Evaluation of Feynman integrals for scattering observables relevant for gravitational physics' in the context of a Horizon Europe call.

assistant: **Objectives**

This work focuses on the evaluation of integrals encountered in Post-Minkowskian perturbative expansion of gravitational observables, using the modern scattering amplitude techniques. In particular, we encounter integrals having a very complicated analytic structure in the form of integrals containing elliptic curves. These integrals are one of the main bottlenecks in the present computations. The aim is to utilise studies from collider physics to evaluate these integrals.


**Keywords:** Scattering amplitudes, elliptic Feynman integrals, multi-loop Feynman integrals, gravitational observables
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 'High-Flux Synchrotron Alternatives Driven by Powerful Long-Wavelength Fiber Lasers' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Lasers, and in particular ultrafast lasers, are an enabling technology for many applications, with the particularity that they can emit high-powers and are tabletop at the same time. These characteristics have made intense laser radiation widely available, which has decisively contributed to the advancement of many fields. However, the spectral coverage of lasers is limited and, thus, there are many applications that can only be addressed with other sources such as synchrotrons. Unfortunately, synchrotrons have two strong disadvantages: they are very large facilities with restricted user access and are extremely expensive. This is seriously hampering the widespread use of this radiation and, with it, the progress and development of many fields.   Since a direct (i.e. a laser-based), high-power emission of coherent light with a wavelength coverage comparable to that of a synchrotron is impossible, nonlinear frequency conversion driven by a high-power solid-state laser seems to be the most elegant solution to achieve a high photon flux in important spectral regions such as the mid-infrared, the THz- and the soft-X-ray range. Most remarkably, frequency conversion into these spectral regions would strongly benefit from a longer driving laser wavelength than the standard Titanium:Sapphire or Ytterbium-based near-infrared emission. On top of that, the shift of the emission to longer wavelengths can unleash a hidden performance scaling potential of ultrafast fiber lasers, as nonlinear and thermal limitations scale favorably.  The goals of the project SALT are twofold. First, it targets a revolution in the performance level of ultrafast lasers by unlocking the potential of Thulium-doped fiber lasers. Second, it aims at demonstrating new realms of flux in selected wavelength reg
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Safeguarding Water resources in INdia with Green and Sustainable technologies'.

assistant: **Objectives**

At a time with an urgent need to conserve water resources, efficient sanitation systems play a key role in sustainability. They can ensure that the vital resource Water is recovered from waste and can be re-used at the same time as protecting human health and the environment. The SWINGS project consortium will establish an optimal methodology for nutrient and energy recovery from wastewater (WW) at the same time as making the water safe for reuse, all in a manner conducible to rural communities in developing countries, with India as the concrete example. In particular, the SWINGS project will enlist already optimized municipal WW treatment concepts and combine ""green"" and sustainable technologies. The result will be enhances water recycling and re-use, decreased energy consumption, and production of useful by-products from the process as secondary resources. Thus, treated WW will be transformed to soil enrichment resource, to irrigation water, to aquaculture farm feed, via sustainable sanitation that safeguards the local drinking water supply in India.The starting point of the SWINGS project will be anaerobic digestion (AD) and constructed wetlands (CW) that will be configured with environmentally sustainable disinfection technologies, like water solar disinfection. Pilot plants will be designed and constructed in India that combine the treatment methods mentioned above, after which the new systems will be established in steady-state operation, and then, the AD-CW configurations optimized. Systems for disinfection of the effluent will be implemented and on-line monitoring of pathogen load attempted. Finally, life cycle assessment of several treatment configurations will be used to develop a decision support system for future selection of sustainable and efficient trea