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: Describe the specific objectives and expected outcomes for 'Wireless with Increased Network Density, Antennas, Spectrum and Heterogeneity' in the context of a Horizon 2020 call.

assistant: **Objectives**

The H2020 ""Digital Agenda for Europe” Flagship Initiative has the goal of providing all EU citizens with Internet speeds above 30Mbps and above 50% households above 100Mbps.  Delivering such speeds and reaching so many households will require the creation of a new generation of wireless access networks.This action will study Wireless with Increased Network Density, Antennas, Spectrum and Heterogeneity (W.I.N.D.A.S.H.). Wireless communications increasing these resources received little attention in the past due to technical difficulty. However, traditional wireless systems with not-so-large bandwidth, antenna arrays and density are operating close to the capacity limit and research must move on to higher frequency bands, antenna architectures with massive numbers of elements, and increased device density, in order to deliver new significant increments in capacity.Such ambitious redesign of classic wireless systems will require simultaneous innovation in multiple fields, including the signals in the physical layer and the wireless network architectures and behaviors. This project follows a cross-layer interdisciplinary approach with collaboration between two excellent research groups that contribute complementary expertise: The Wireless System Group at Stanford University (communications), and the SIGNET group at University of Padova (networks). The main research objectives of this action are1. To study the fundamental properties of the relation between a wireless network capacity, its architecture and increased bandwidth, antenna dimensions and density.2. To bridge the gap between the physical and network layers on this research field.3. To design wireless network architectures that maximize the potential benefit of increased resources.4. To develop optimal resource all
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'BIOmarkers of Robustness of Metabolic Homeostasis for Nutrigenomics-derived Health CLAIMS Made on Food'.

assistant: **Innovation**

The food and health relationship focuses on maintenance of optimal health, both in terms of physiology and new European legislation. Yet, most accepted biomarkers quantify (intermediate) disease endpoints or damage. This has led to major problems in demonstrating health benefits and establishing health claims, and blocks competitive economic and health developments in the food sector. BIOCLAIMS develops new biomarkers by exploiting the new concept of “health biomarkers” through quantification of the robustness of the homeostatic mechanisms involved in maintaining optimal health, based on the assumption that the ability to maintain homeostasis in a continuously challenged environment and changing physiology is key for healthy ageing. Mechanisms involved will be investigated during a series of food interventions in animal models and humans using “predisposed” conditions. Human models of presumed impaired robustness in maintaining metabolic and vascular health will be employed to study the responses of established and novel biomarkers to the challenging of homeostasis and to selected food interventions. Both advanced analytical methodology including nutrigenomics tools (transcriptomics, metabolomics, fatty acid composition, adipokine profile, macromolecule damage) and “whole body” physiological assessments will be exploited to derive a series of new biomarkers. Gender differences will be addressed. BIOCLAIMS thus delivers a series of robust biomarkers predictive of a healthy metabolic phenotype during ageing, based on stressors of homeostasis, These biomarkers will be fully characterized and evaluated for practical application in human nutrition, and compared to traditional ones. The consortium consists of 11 teams, balanced in gender and geographical distribution, with tr
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 'Semantic interaction with music audio contents', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The SIMAC project addresses the study and development of components for a music information retrieval system including extensive usage of semantic descriptors of musical content. These descriptors are automatically generated in two ways: as derivations and combinations of lower- leveI descriptors and also as generalizations induced from annotated databases by the intensive application of data mining techniques. The project aims also towards the understanding and empowering of music consumption behaviours, especially of those that are guided by the concept of similarity.The gained knowledge about all this (semantic descriptors, similarity, collection organization, retrieval patterns, etc.), regarding users as individuals but also as members of organized communities, will become operational as prototypes for annotating music items and collections, for organizing - sonically and visually- music collections, and for interacting with them in ways that will add value to owned music.These inter-connectable components will be devised, developed, and tested in connection with real communities of music consumers organized around peer-to-peer networks. For executing this project, the SI MAC Consortium has managed to merge complementary partners that cover different facets of the scientific, technical and commercial skills involved in the area of music technologies -i.e. internationally recognized research centers in audio signal processing (Queen Mary University of London-UK), music content processing (FundacioUniversität Rompeu Fabra- E), and artificial intelligence and its musical applications (Austrian Research Institute for Artificial Intelligence-AT), which will join forces with industrial partners dealing with electronic devices (Philips Research-NL), music collections, and
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Genome, the Edited Version: DNA and RNA Editing of Mammalian Retroelements'.

assistant: **Innovation**

It is generally thought that an organism contains the exactly same genomic information in all its cells and that a genome remains unaltered throughout the organism’s life, with the exception of rare and random somatic mutations that might occur. This genomic information will also serve as a template for exact RNA copies. However, endogenous and powerful means of creating inner genomic diversity are known to exist: (1) RNA editing that leads to alteration of one nucleotide into another, (mainly A-to-I); (2) DNA editing that changes the DNA’s content by shifting C-into-U; (3) active retroelements that can insert copies of their sequences into new locations in a genome.Recently, we and others have found that although considered extremely rare, all three mechanisms are active somatically or at least leave traces of their occurrence in the genome, and are linked together, as most editing events occur in retroelements. However, the magnitude and scope of these mechanisms, which can lead to huge diversity and complexity within an organism and even within a cell, are still a mystery. This explosion of genomic variety can have dramatic effect on diverse biological processes, such as brain complexity, cancer and evolution acceleration.In GENEDVER, we aim to perform the first genome-wide mapping of editing and active retroelements in various genomes using a combination of computational and genomic approaches. Specifically, we will develop a strategy to detect RNA and DNA editing in retroelements, scan for editing events in various genomes, and build the first global editing atlas. In addition, we will exploit the close association between editing and retroelements in to produce a genome-wide approach to detect active retroelements. Finally, we will screen for editing events and re
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 'Cross-Border Educational Innovation thru Technology-Enhanced Research' (CEITER) targeting Horizon 2020.

assistant: **Abstract**

The Lifelong Learning Strategy for Estonia envisions digital turn in formal and informal education, order to change the learning paradigm towards more self-directed, creative and collaborative learning. One-to-one computing, digital learning resources, semantic web tools, linked data applications and interoperable cloud computing services will be used to build and evaluate tailored educational opportunities for every learner. This will maximize each student’s self-actualization aspirations and role in the tomorrow’s society and adaptation of educational institutions in Estonia along the expectations of rapidly changing job market and European education space.It is also well aligned with the EU Education & Training 2020 strategic framework, which aims at transforming education to deliver better socio-economic outcomes in the long term. Hence change in the approach to learning is needed in Estonia as well as across Europe, as teaching the skills needed in the 21st century demand creativity, entrepreneurial approaches and evidence-based policies at all levels and types of education. This in turn requires teaching methods and learning environment that considers each learner’s individual and social development and is tailored to his/her needs and capabilities. Latest developments in cognitive and developmental psychology enhanced by the innovations in the ICT sector show a strong potential for scalable applications to flexible and personalized approach to teaching. Current project together with the new ERA Chair holder specifically addresses the move towards implementing formative assessment method in schools, which in practice aims at supporting individual learning and development curve of the learner by evaluating personal progress.


**Keywords:** Educational innovation,
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 'Decoding diabetic kidney disease' (DECODE-DKD), addressing dissemination and exploitation.

assistant: **Impact**

Diabetic kidney disease (DKD) is a rapidly growing worldwide health problem and represents one of the most serious threats in current medicine. DKD is the most common cause of chronic kidney disease (CKD) with 20% of DKD patients progressing to end-stage renal disease, which is associated with tremendously increased morbidity and mortality. The pathophysiology of DKD is complex, incompletely understood and the number of treatment options is low. The vision of DECODE-DKD is to utilize a patient-centric research approach to identify novel pathways and druggable targets in patients suffering from DKD. Concrete objectives are: (1) to establish a spatially resolved multi-omic landscape of human DKD; (2) to dissect and identify therapeutic pathways and signalling networks for novel drug target identification; (3) to incorporate patient-derived in-vitro models for target validation. It is envisaged that novel spatial and single-cell multi-omic technologies will generate a blueprint and predictive model of DKD. This unbiased map will serve to generate testable hypotheses with spatial and temporal coordinates at single-cell resolution. To identify disease-relevant pathways and novel drugable targets in-vitro and in-vivo genome editing approaches will be employed combined with high-throughput screens. In-vitro assays with human-derived kidney organoids will be used to screen potential compounds facilitating the development of novel therapeutics. This highly ambitious interdisciplinary proposal requires the expertise of biomedical engineers, computational biologists, biomedical researchers and physician-scientists. The generated knowledge and outcomes of DECODE-DKD will - alone and especially together - be truly transformative and provide an incremental step forward towards novel
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 'Entanglement restoral with fast photonic circuits'.

assistant: **Innovation**

The world is currently on the verge of a new technological revolution, rooted on the possibility of harnessing unique properties of quantum mechanics such as entanglement to implement novel paradigms for computation. Semiconductor quantum dots are excellent candidates to become the sources at the heart of future photonic quantum technologies due to their capability of emitting single and even entangled photons. However, the presence of a fine structure splitting (FSS) between the excitonic levels significantly degrades the quality of the entangled emission from quantum dots and causes the latter to emit random entangled states instead of always the same Bells one: this pervasive problem has proved to be a major hindrance and prompted significant efforts to devise mitigation strategies.All the approaches implemented so far assume that, in order to prevent the degradation of entangled photon emission, its prime cause, the fine structure splitting of the source, should be removed. Several approaches have yielded excellent results in this sense, but at the cost of unwanted side-effects or increases in fabrication complexity and introduction of additional challenges for photonic integration.I propose to implement a complete paradigm shift in the search for a solution to this problem and show that entanglement restoral can be achieved after the emission of the photons from the source: as the latter emits a statistical mixture of entangled states when an FSS is present, and entanglement is not destroyed on a fundamental level, entanglement restoral can in principle be achieved by applying a sequence of logic gates that transforms any component of the ensemble to the same Bell state.I propose to implement this approach and show its superiority for integrated quantum photonics b
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 'From the cloud to the edge - smart IntegraTion and OPtimization Technologies for highly efficient Image and VIdeo processing Systems' in the context of a Horizon 2020 call.

assistant: **Objectives**

The objective of FitOptiVis is to develop an integral approach for smart integration of image- and video-processing pipelines for CPS covering a reference architecture, supported by low-power, high-performance, smart devices, and by methods and tools for combined design-time and run-time multi-objective optimisation within system and environment constraints. Low latency Image processing is often crucial for autonomy, and performing the right interaction of the CPS with its environment. The most important CPS in the project have sensors and processing at distributed places. For many reasons (parts of) CPS has to operate on low energy, whereas the complete system needs results with low latency. The focus of the project is on multi-objective optimisation for performance and energy use. However, other qualities, like reliability, security etc. also play a role in the optimisation.


**Keywords:** Image-video processing, distributed systems, hetegeneous system, energy and performance optimisation
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 2020 proposal on 'Advanced Bioderived and Biocompatible Lasers'.

assistant: **Concept**

Naturally occurring optical phenomena attract great attention and transform our ability to study biological processes, with “the discovery and development of the green fluorescent protein (GFP)” (Nobel Prize in Chemistry 2008) being a particularly successful example. Although found only in very few species in nature, most organisms can be genetically programmed to produce the brightly fluorescent GFP molecules. Combined with modern fluorescence detection schemes, this has led to entirely new ways of monitoring biological processes. The applicant now demonstrated a biological laser – a completely novel, living source of coherent light based on a single biological cell bioengineered to produce GFP. Such a laser is intrinsically biocompatible, thus offering unique properties not shared by any existing laser. However, the physical processes involved in lasing from GFP remain poorly understood and so far biological lasers rely on bulky, impractical external resonators for optical feedback. Within this project, the applicant and his team will develop for the first time an understanding of stimulated emission in GFP and related proteins and create an unprecedented stand-alone single-cell biolaser based on intracellular optical feedback. These lasers will be deployed as microscopic and biocompatible imaging probes, thus opening in vivo microscopy to dense wavelength-multiplexing and enabling unmatched sensing of biomolecules and mechanical pressure. The evolutionarily evolved nano-structure of GFP will also enable novel ways of studying strong light-matter coupling and will bio-inspire advances of synthetic emitters. The proposed project is inter-disciplinary by its very nature, bridging photonics, genetic engineering and material science. The applicant’s previous pioneering wo
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 'NanoTools for Ultra Fast DNA Sequencing' (NANODNASEQUENCING).

assistant: **Concept**

The demand for a next-generation of technologies for DNA sequencing that will provide fast and affordable DNA decoding is pressing. Present bio-chemical schemes are time consuming and expensive, thus cheap and fast alternatives for DNA “reading” are of great need. This is now internationally recognized. For example, the US NIH recently awarded 40M$ in grants overpiloting projects to spur development of these innovative technologies. The goal of this project is to investigate a novel single-molecule DNA se-quencing nanotechnology protocol (gene sequencer) that has potential to sequence a molecule of genomic dimensions in hours without expensive and fault sensitive DNA copying steps and chemical reactions. The gene sequencer is based on the electrical characterization of individual nucleo-bases, while DNA passes through a nanopore with integrated nanotube side-electrodes. The research proposed here will provide a unique combina-tion of state of the art capabilities for cutting and usage of single wall carbon nanotubes as electrodes forming a lithographically fabricated “nanogap” with single-nanometer precision. In addition, the synergy of consortium resources for electrical characterization and leading theoretical skills for nanotransport will provide new solutions and information for an answer on the proof-of-principle question: is it possible to detect different types of DNA bases by their electrical properties? The overall objective of our collaborative research is to develop cheap and high-speed DNA sequencing technology.  This will be achieved trough the following steps: 1. Fabrication of single wall carbon nanotube junction-gate for molecular recognition; 2. Exploring the interaction and conduction mechanisms between DNA and nanotube-electrode and DNA-nanopore; 3. E
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 'Coordinated Control of Patterning and Growth: Mechanisms of Transcriptional Regulation and Dynamics of Dpp Signaling in Flies' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Animals and their organs become patterned as they grow. One of the most intriguing and challenging questions in developmental biology today is how patterning and growth are coordinated in time and space. Dpp, a member of TGF-β superfamily, with its ability to regulate both processes, serves as a paradigm to answer this question. Our first aim focuses on the logic of transcriptional regulation by Smad proteins, the nuclear effectors of the TGF-β pathways. The Drosophila Smad proteins, Mad and Medea, lead to activation of some target genes while inhibiting others. The putative cofactors required for Dpp-dependent activation have not been identified thus far. Here, I will test the hypothesis that T-box containing proteins, Dorsocross 1, 2, and 3, fulfill this function. In the second part, I aim to monitor Dpp signaling dynamics in vivo. I will fuse Dpp responsive elements to cDNA constructs that encode highly unstable versions of GFP or RFP allowing us to detect small and transient fluctuations in Dpp response. These experiments aim to achieve a detailed spatio-temporal analysis of the dynamics of Dpp signaling in growing tissues. Such in vivo studies will allow putting forward or excluding certain models of how Dpp exerts its multiple functions.