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 'Flexible Lightweight AI-Aided Receivers' (FLAIR), addressing dissemination and exploitation.

assistant: **Impact**

Artificial intelligence (AI) is envisioned to play a key role in future wireless technologies, with deep neural networks (DNNs) enabling digital receivers to learn to operate in challenging communication scenarios. However, wireless receiver design poses unique challenges that fundamentally differ from those encountered in traditional deep learning domains. The main challenges arise from the dynamic nature of wireless communications, which causes continual changes to the data distribution, combined with the limited power and computational resources of wireless devices. These challenges impair conventional AI based on offline trained massive DNNs. Our ambitious goal is to introduce a new form of flexible lightweight AI that is particularly tailored for wireless communications. Our approach is based on a holistically revisiting the three fundamental pillars of AI – the architecture, dictating the family of learned mappings; the training algorithm that tunes the architecture; and the data based on which learning is carried out. Accordingly, we focus on three objectives – 1) design trainable receiver architectures that are lightweight and support adaptation to rapid channel variations; 2) establish a new learning paradigm that deviates from conventional training, and is based on viewing continual learning as a dynamic system; and 3) propose techniques to accumulate online data sets that are sufficiently informative for learning purposes while being small enough not to induce notable complexity in training. This is a fundamental depart from conventional deep learning, based on highly-parameterized DNNs trained with massive data sets using lengthy learning procedures. Our preliminary data show that this paradigm shift achieves substantial performance, robustness, and complexi
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 'reinforcing SustainablE Actions, resilience, cooperation and harmonisation across and by the SEA-EU Alliance' under Horizon 2020.

assistant: **Concept**

To many Europeans, the sea is a bridge and border, resource pool and playground. Coastal regions account for almost half the EU’s gross domestic product; and the Blue Economy beckons, with exciting growth prospects. Coasts suffer from a high dependence on few economic activities (e.g. tourism and shiprepair); they must also somehow manage the many recreational, social and industrial activities that cause unprecedented environmental stress. We have learned from the current pandemic scenario that knowledge is a key investment to combat such fragility and non-sustainability. In this context, the 6 coastal universities of the European University of the Seas (SEA-EU) alliance are pooling their complementary expertise to develop the reSEArch-EU project. Its aim is to bolster the research and innovation capacity of SEA-EU, in step with our shared, integrated and long-term strategy, by: building an anti-fragile (beyond resilient and robust) and innovative pan-European Alliance; aligning our expertise and resources with the needs of the production system;co-designing, co-creating and co-delivering knowledge with and for stakeholders and citizens;establishing a common Open Science and Open Research Data Policy;crafting and developing a common multi/ inter/ and trans/disciplinary research agenda that contributes to sustainable development and growth;sharing our critical analyses and best practices for the successful implementation of our research and innovation strategies with other ‘European University’ Alliances.Herein, we propose to craft a solid, reliable and trustworthy research structure for the SEA-EU Alliance. This will be visible to, and active with, main societal actors (citizens, entrepreneurs, corporate bodies, administrators) in order to grow together, galvanise our i
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 'Shaping new directions in Mathematics for Science and Society' (MATHFSS).

assistant: **Innovation**

This proposal aims to the engagement of the mathematical research community in the process of identifying future research opportunities through a collaborative two-year project of major European mathematical research centres. The role of Mathematics as a rapidly evolving methodological basis for many scientific and social domains is particularly stressed. The objectives of the project are the following: 1. Designing curricula and finding ways to train researchers into emerging specialties of Mathematics , linked  especially with Systems Biology, Neuroscience, Risk Assessment, and Digital Content Security. 2. Identifying future research opportunities on the interface between Mathematics and suitable areas of Medicine  and Social Sciences. 3. Prom oting the collaboration of the main European research centres in Mathematics into a joint multidisciplinary  effort to draw up innovative research programmes. 4. Foster the exchange of information, resources and needs between researchers in pure and a pplied Mathematics  and targeted users from industry. 5. Facilitate contacts between the working mathematical community and scientific policy makers from member states  and from the European Union itself. 6. Ensure a widespread dissemination of t he information gathered by the participants during the period 2005-2007  about the development and prospects of the chosen emerging disciplines. These objectives will be achieved through the organisation of coordination activities such as training sem inars, round tables, setting up of expert groups, and launching of a public information system by the Consortium, including the publication of a middle report and a book of conclusions.
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 Horizon 2020 proposal for the project 'Optomechanics for Virology'.

assistant: **Objectives**

Viral infections diagnosis demands novel, cheaper and rapid technologies to overcome present constraints. Current gold standard for diagnosis of viral infections is based on pathogen-targeted nucleic acid identification; thus, it cannot discern infectious stages from latent ones and it demands time consuming adjustments when mutations occur or new emerging viruses are to be included in the diagnostic protocols. Lately, optomechanics has served to fundamental advancements in physics, from gravitational wave detection to the study of mechanical quantum ground states but it has not yet delivered its full applicability potential. VIRUSCAN aims to apply frontier advancements in optomechanics to the biosensing and diagnostic fields and to create a new interdisciplinary research community with the goal to advance optomechanics, nanoelectromechanics, native mass spectrometry and biophysics towards clinical applications.VIRUSCAN will provide a novel technology capable to identify viral particles and asses their infective potential through the characterization of two physical parameters: mass and stiffness. Stiffness of viral particles has been recently known to act as a regulator of their infectivity at different stages of the virus life cycle. In parallel, advancements in nanoelectromechanical systems have recently demonstrated that stiffness and mass information from nanoscale adsorbates can be disentangled. Targeting intrinsic physical properties of viral particles will allow developing an open platform that will tackle any virus and their mutations. VIRUSCAN will have impact at all levels by: providing a personalized treatment to the patients, reducing the use of not effective antibiotics, increasing safety in blood transfusions, allowing a quick and trustworthy response to
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 'Pavement Building System based on Detachable and Embedded Blocks', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Cities are in urgent need of a new paradigm for envisioning and implementing sustainable transport: roads are among the most important public assets in many countries. Existing pavements systems are typically designed from the unique perspective of engineering materials regardless concepts such as suitability for use of the space that will cover, and much less ergonomic/biomechanical criteria and even the expectations of people who inhabit those spaces.4SBLOCK project aims to identify and specify the requirements in the field of road engineering to guarantee comfortable and reliable urban mobility. The innovative system aims to improve the safety and integrity of pedestrian and enhance the driving experience, while also increasing the pavement lifetime and reducing maintenance.The feasibility study output of this project aims to validate assumptions and first estimations presented, regarding the strategic innovation and business plan for the global market introduction as well as the operational and financial model for the next 5 years of the 4SBLOCK innovative pavement and its technological roadmap.4SBLOCK is placed under the topic SMEInst-10-2016-2017: Small business innovation research for Transport and Smart Cities Mobility, as its main objective is the commercialisation of an innovative solution aims to facilitate the mobility, both traffic and pedestrian, that should become an integral part of urban mobility and infrastructure design, having a positive impact on economic growth, creating wealth and jobs, and enhancing trade, accessibility and the mobility of people. The project is totally aligned with the 2011 Transport White Paper, as mobility is vital for the internal market and for the quality of life of citizens.
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 'Multifactorial evidence based approach using behavioural models in understanding and promoting fun, healthy food, play and policy for the prevention of obesity in early childhood: ToyBox' (TOYBOX), addressing dissemination and exploitation.

assistant: **Impact**

Objective The ToyBox proposal addresses KBBE-2009-2-1-03 - Behavioural models for prevention of obesity, with a particular focus on children. It will primary aim to influence children’s behaviours and prevent obesity in early childhood. Strategy The proposal will identify key behaviours related to early childhood obesity and their determinants and evaluate behavioural models and educational strategies. Based on the obtained insights at a local level, a multidisciplinary team will develop and implement a school based family involved intervention programme that could be applied on a European scale. Process, impact, outcome and cost-effectiveness evaluation will be conducted to support decision making for European Public Health Policy. Methods The combined use of Precede-Proceed Model and Intervention Mapping will provide the framework for the development, implementation and evaluation of the ToyBox intervention. To achieve this, the project will be subdivided into 10 WPs. This carefully planned stepwise approach will include systematic reviews, secondary analyses of existing data sets, focus group research and school policies overview. Consortium The ToyBox project consortium spans the necessary multidisciplinary variety of experts such as public health experts, epidemiologists, nutritionists, physical activity experts, pedagogists, psychologists, behavioural scientists, nutritionists, paediatricians, early childhood psychologists, health economists, totalling 15 partners, from 10 countries. The consortium, consists of 11 universities, 1 research institute, 2 advocacy groups and an SME representing all regions of Europe. The consortium has ample experience in conducting and coordinating multi-centre international research as well as undertaking dissemination activities to
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 'Deciphering SENsing Of membrane satuRation with functional genetics (SENSOR)' (SENSOR).

assistant: **Concept**

All living cells must control the biophysical properties of their lipid membranes. Accordingly, dysregulation of the mechanisms underlying this process is associated with a wide range of human diseases, including amongst others metabolic disorders and cancer. In recent years, the role of fatty acid (FA) saturation in controlling membrane fluidity has gained great attention given the realization that the balance between unsaturated fatty acids (UFAs) and saturated fatty acids (SFAs) in the membrane is dynamic, and can be regulated to meet cellular needs. Herein, the SREBP-1 and -2 transcription factors play a pivotal role owing to their ability to control the level of cholesterol and fatty acid saturation. Our ability to understand the regulation of membrane fluidity and the intimate interaction between this property and SREBP regulation is hampered by the lack of experimental methods to faithfully follow FA saturation in a tempo-spatial resolution in live cells. To address this gap and to advance the field beyond the current state-of-the-art I therefore propose to combine my expertise in advanced functional genetic approaches with that of Prof. Zelcer in the molecular regulation of lipid metabolism, and specifically aim to: 1)Establish a universal and widely-applicable cellular system that reports on ER membrane saturation in mammalian cells through the use of an innovative fluorescent-based reporter.2)Determine the genetic traits that govern ER membrane saturation in an unbiased manner with state-of-the-art genome-wide CRISPR/Cas9-based assays.The proposed experiments will greatly enhance our understanding of the regulation of FA metabolism and will result in the generation of innovative and widely applicable  experimental tools for in vitro and in vivo monitoring of m
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 'Femtosecond Temporally Coherent Supercontinuum Fiber Laser for Multi-Photon Microscopy' (FEMTOCOLORS) targeting Horizon 2020.

assistant: **Abstract**

The mail goal of this proposal is the recruitment of a postdoctoral researcher from other countries to explore an innovation business idea, the development of a Femtosecond (Fs) Temporally Coherent Supercontinuum (SC) Fiber Laser for Multi-Photon Microscopy (MPM). FYLA LASER S.L. expects to recruit a highly qualified specialist in photonics, that is not available on the Spanish job market, but whose knowledge would be crucial to open up opportunities for innovation and significant growth for the enterprise. This project will contribute to place FYLA in an advanced position versus competitors in the field of non-linear microscopy, as the first worldwide manufacturing company of Fs Temporally Coherent SC Fiber Laser. FEMTOCOLORS will develop the technologies necessary to realize efficient laser emission in the visible in the all-fiber laser configuration. With this regard, the Innovation Associate will address the challenges currently not overcome to develop coherent SC lasers of pulsewidths down to 10 fs, covering the VIS region.
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 'An integrated production system of highly purified eicosapentaenoic acid from microalgae. improvement of photobioreactors and downstream processing' under Fourth Framework.

assistant: **Concept**

Objectives and content Eicosapentaenoic acid (EPA; 20: 5 n3) is a relatively rare polyunsaturated fatty acid (PUFA). EPA has been implicated as a remedy for a variety of diseases and syndromes, the major ones being prevention and treatment of various cancers, cardiovascular and inflammatory diseases. At present, however, EPA is primarily used as a health food derived from marine cold water fish oil. While the quality of this source is adequate for the current uses, future pharmaceutical testing and use will require highly purified EPA (over 90%). Unfortunately, fish oil contains many other PUFAs besides EPA. The separation of EPA from such a mixture requires preparative HPLC, a technique which is very expensive and economically prohibitive on a large scale. Although the cost of algal oil is currently much higher than that of fish oil, in recent research (patented) we have shown that separation of EPA from the microalga Phaeodactylum tricornutum would be more economical than from fish oil. The higher the initial EPA proportion and the lower the content of other PUFAs, the need for HPLC is reduced and perhaps even eliminated. In contrast to other PUFA there is no convenient source of EPA from heterotrophic growth; thus, EPA can only currently be produced from autotrophic (photosynthetic) microalga which can be grown on a continuous basis. In this project, a novel integrated production system for obtaining highly purified EPA from microalga will be developed. This is the first time that all the disciplines involved in the industrial exploitation of microalga for pharmaceuticals are considered: from strain selection to product purification techniques to preformulation and preclinical trials. The scientific and technical challenge is to diminish the cost of the final high qu
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 'Goeta aelv estuary-comparison between anthropogenic and natural influences' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

Research objectives and content The project is aimed at gaining an insight in the connection of sedimentary processes and anthropogenic influences in the special situation which is present in many estuaries and harbours. This is done by acquiring a sound database and by representing the data in a geographical information system (GIS). The comparison with another low-tidal-zone harbour will help to find the principal features of the system. Data acquisition will include a seismic survey as a decision basis, sediment sampling with short and long cores especially on transects from extremely disturbed harbour settings to deep and/or sheltered sites with only limited ship traffic. Sediments will be dated and analyzed in respect to sedimentological and geochemical properties. These parameters will then be interpreted using GIS in respect to changes in time and space. Training content (objective, benefit and expected impact) The project offers the possibility to learn more about techniques in marine and environmental geology, as well as to participate in an active, international research and academic environment. The study gives qualifications in sedimentological, environmental and applied geology. Links with industry / industrial relevance (22) There will be contact with industry through the Port of Gvteborg AB. The results concerning the effects of dredging and water-jet propulsion ships on remobilization of contaminants will have importance for both the industrial potential and the overall environmental health of harbour waters and adjacent regions.