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 the overall concept, methodology and approach for the project 'Statistical models for musical signal processing' (STAMUS).

assistant: **Concept**

This project lies in the interdisciplinary field of Music Information Retrieval (MIR). The objective of the project is the development of innovative technologies for enabling access to the immense amount of audio music collections that are available on the Web. Bringing together efforts from speech and signal processing, statistical modeling, musicology and machine learning, we seek to build efficient models that allow the automatic extraction of musical content information from audio signals. We will develop innovative statistical approaches capable of processing information on multiple semantic levels. We will develop a fully-probabilistic model that consists of a single, multi-faceted hierarchical musical structure that is jointly estimated from the music, and that is capable of directly describing the epistemic uncertainty that arises from the effects of the adverse environment in audio music. Concepts from the missing feature theory, which have been applied in robust automatic speech recognition technology, will be integrated to improve the robustness of the MIR algorithms.The objectives and methodologies match the interdisciplinary research profile of the experienced researcher. The high degree of expertise of the two host organizations, both in MIR and Signal and Speech Processing, makes this ambitious project highly feasible. It will also ensure that the experienced researcher will acquire high-level complementary skills that will be fruitful for her research career development in Europe.This interdisciplinary project is a very exciting challenge, and, as the work is disseminated, we expect that it will place European MIR research in a leading position for years to come.
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 'Methods for Managing Audiovisual Data: Combining  Automatic Efficiency with Human Accuracy'.

assistant: **Innovation**

Audiovisual media content created and used in films and videos is key for people to communicate and entertain. It has also become an essential resource of modern history, since a large portion of memories and records of the 20th and 21st centuries are audiovisual. To fully benefit from this asset, fast and effective methods are needed to cope with the rapidly growing audiovisual big data that are collected in digital repositories and used internationally. MeMAD will provide novel methods for an efficient re-use and re-purpose of multilingual audiovisual content which revolutionize video management and digital storytelling in broadcasting and media production. We go far beyond the state-of-the-art automatic video description methods by making the machine learn from the human. The resulting description is thus not only a time-aligned semantic extraction of objects but makes use of the audio and recognizes action sequences. While current methods work mainly for English, MeMAD will handle multilingual source material and produce multilingual descriptions and thus enhance the user experience. Our method interactively integrates the latest research achievements in deep neural network techniques in computer vision with knowledge bases, human and machine translation in a continuously improving machine learning framework. This results in detailed, rich descriptions of the moving images, speech, and audio, which enable people working in the Creative Industries to access and use audiovisual information in more effective ways. Moreover,the intermodal translation from images and sounds into words will attract millions of new users to audiovisual media, including the visually and hearing impaired. Anyone using audiovisual content will also benefit from these verbalisations as they ar
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 'Prostate cancer urinary diagnostic kit based on RNA biomarkers'.

assistant: **Innovation**

Arcis Biotechnology Holdings developed and patented PROSKit, a molecular diagnostic platform for the diagnosis of prostate cancer based on urine analysis, able to reduce the number of false positive from the PSA test and so the number of unnecessary biopsies. PROSKit is a proprietary mix of chemicals, that can stabilise nucleic acids (RNA/DNA) in urine for up to 2 weeks at room temperature and then allow sampling at home or Point of Care (PoC) using a patient-friendly sample collection technology, preserving unstable RNA biomarkers and analysis in specialized clinical environment through the PCA3 biomarker. With respect to current diagnostic methods (PSA + biopsy), PROSKit offers i) Rapid- samples ready for analysis in <3 minutes, results in <2 hours if tested at surgery, compared to days for biopsy, ii) Accurate- greater sensitivity and specificity than current PSA blood test: PCA3 presents a 28% higher discriminative capability than PSA; iii) Inexpensive- as informative as multi-core biopsy for <10% of the price; iv) High throughput- PROSKit samples can be collected anywhere, non-invasively and thousands analysed simultaneously at a central location. Compared to competitors proposing RNA stabilization requiring laboratory analyses, complex procedures and specific tools, PROSKit offers stabilization at room temperature and with no lab equipment in 3 minutes. Intact amplifiable RNA biomarkers have already been validated for 7 days stability but needs to extend validation for >14 days, validate the protocol for patients to collect urine and analysts to perform assay;  certify design of PROSKit device and cost for the device and define agreement with partners for distribution and license for execution of tests. DNA/RNA Sample preparation business market revenues are expec
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 'Highly accurate, flexible, robust and scalable multicamera system for spacecraft autonomous attitude determination through low cost cameras' (ARGO).

assistant: **Innovation**

The project addresses the sector of Spacecraft Attitude Determination from star measurements which is a critical element of the Attitude and Orbit Control System for any spacecraft. Nowadays the need of high accuracy for demanding satellite missions is achievable through high-quality star trackers, but high costs and lack of flexibility are still a gap to overcome for covering the needs of emerging space markets, like the ones related to low mass and size satellites, called SmallSats. The Consortium, composed by two high tech Italian SMEs, intend to pave the way towards next generation star tracker systems by proposing a disruptive innovation for this sector: ARGO, an innovative multicamera system for spacecraft autonomous attitude determination by means of star observation, able to offer high flexibility, robustness, accuracy, scalability and significant reduction of production costs compared to products currently on the market.  ARGO's main advances with respect to the state-of-art have been conceived, developed and successfully tested by EICAS in previous R&D activities. ARGO is ready for TRL6, having proved ARGO feasibility in relevant environment at TRL5 -  through a preliminary night sky test campaign  - by means of a prototype based on low-cost industrial cameras.The purpose of this proposal is to accomplish the following steps necessary for fully exploiting the ARGO potential and reaching the commercialisation stage:•from the scientific/technical point of view, to bring the ARGO technology readiness level up to TRL9, by developing a system completed and ""flight qualified"" through significant tests and demonstrations both ground and flight In Orbit Demonstrations (IOD)•from the business point of view, to take the necessary actions with end-users and relevant st
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 'Perception with New Sensory Signals' in the context of a Horizon 2020 call.

assistant: **Objectives**

Advances in wearable displays and networked devices lead to the exciting possibility that humans can transcend the senses they were born with and learn to ‘see’ the world in radically new ways. Genuinely incorporating new signals in our sensory repertoire would transform our everyday experience, from social encounters to surgery, and advance us towards a technologically-enhanced ‘transhuman’ state. In contrast, current additions to sensory streams such as navigating with GPS are far from being incorporated into our natural perception: we interpret them effortfully, like words from a foreign menu, rather than feeling them directly. In this project, we use a ground-breaking new approach to test how new sensory signals can be incorporated into the fundamental human experience. We train participants using new immersive virtual-reality paradigms developed in our lab, which give us unprecedented speed, control and flexibility. We test what is learned by comparing different mathematical model predictions with perceptual performance. This model-based approach uniquely shows when new signals are integrated into standard sensory processing. We compare neuroimaging data with model predictions to detect integration of newly-learned signals within brain circuits processing familiar signals. We test predictions that short-term changes to normal visual input can improve adult plasticity, and measure age-changes in plasticity by testing 8- to 12-year-old children. In a wide-ranging design allowing for domain-general conclusions, we work across modalities (visual, auditory, tactile) and across two fundamental perceptual problems: judging spatial layout (‘where’ objects are) and material properties (‘what’ they are made of). The work will provide fundamental insights into computational a
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Sustainable Energy Applications for Green and Low-impact Operation of small-scale fishing boats in the Baltic and North Sea basins' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The project SEAGLOW (Sustainable Energy Applications for Green and Low-impact Operation of small-scale fishing boats in the Baltic and North Sea basins) will demonstrate the impact and potential of 5 different technological applications to reduce fossil fuel consumption and GHG emissions on small fishing boats in the North and Baltic Sea basins. The project will focus on comparison of available technologies through the industrial partners of the project as well as work towards developing and improving the applied technologies through the data collection from the applied cases with the goal of decreasing the environmental impact of the vessels. SEAGLOW will collect sensor data from the case vessels to measure the impact of the applied application over time as well as look into potential combinations of the technologies, which include hybrid electric drivetrains, methanol powered engines, durable polymer-based surface coatings preventing fouling, reducing drag and improving engine performance, to use of low-cost permanent sensors to influence sailing behaviour. The technologies will be tested on vessels from 8.5 – 11.5 tons in full operational conditions on 4 vessels in Denmark, Estonia, Norway and Sweden
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 'Characterization of the spatial and mnemonic functions of the hippocampus in the non-human primate' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Spatial memory is the memory system that allows an individual to answer questions such as: Where am I? Where is it and How do I get there? Hippocampus is critical for spatial memory as its lesion induces profound deficits in spatial learning in human, non-human primates and rats. In the rat, electrophysiological studies show that a large proportion of hippocampal neurons, called place cells, signal the animals' position in the environment. Place cells are thought to constitute the neuronal basis of spatial memory, although only few studies attempted to test this hypothesis directly. In the primate, the lack of studies does not clearly allow to determine how spatial representations are encoded in the hippocampus at the neuronal level.This project aims to bring further our knowledge on the neuronal basis of memory using the closest experimental model to human. I propose a neurophysiological and behavioural approach featuring a virtual reality environment adapted to the monkey that allows studying single cell activity directly as animals form new spatial memories.Specifically this projects aims at addressing 3 questions:1) How is spatial information represented in the primate hippocampus?2) What is the link between the activity of place cells and memory formation,3) What are the physiological and functional properties of hippocampal cells in the primate?To address these questions, I will record the activity of hippocampal neurons as animals navigate in the virtual environment with or without memory demand. In parallel, I will use physiological criteria to characterize the hippocampal neurons and evaluate their functional properties with respect to the task demands. This type of information is critical as to build realistic models of hippocampus that take in account physiol
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 'Valorization of Marine Invasive Alien Species a Pathway Towards the Protection of European Marine Biodiversity: From Destructive Invaders to a Source of Wealth' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

VALIAS aims to match the need for managing the marine Invasive Alien Species (IAS) populations with the growing demand for marine derived-products. Under the frame of circular economy, the valorization of unexploited IAS feedstocks can represent a sustainable strategy for the realization of a circular bio-economy, with the production of stable and safe food, fish feed and cosmetic ingredients. Various compounds with high commercial value obtained from fish and other invasive aquatic species byproducts, including collagen, enzymes, bioactive peptides, minerals and functional fatty acids will be valorized in VALIAS. VALIAS proposal can turn the current problem represented by marine IAS into a ""WinWin"" solution both for the European fisheries and for the companies active in the sector of aquaculture, nutrition and cosmetology. Specifically, VALIAS will contribute to the limitation of IAS stocks and of their negative ecological and economic impact on marine life, fisheries, human welfare, and health in European seas. Finally, VALIAS will contribute to the enrichment of the knowledge of the biology of IAS,  a key objective of European Directive 1143/2014 on the prevention and management of introduction and spread of alien species. VALIAS will bring together experts from industry and academia specialized in interdisciplinary/inter-sectorial, yet highly complementary, research areas of Marine-Maritime Research, Aquaculture, Feed-Food technology and safety and Cosmetology. As a joint research and innovation project, it will develop a strong partnership involving 8 partners from 5 EU countries (EL, CY, IT, IE and BG) and with different technical backgrounds from the academic and non-academic sectors. The execution of the project and the knowledge sharing will be based on secon
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 'Comparison and validation of novel pyrogen tests based on the human fever reaction' (1998-2002) targeting Fifth Framework.

assistant: **Abstract**

Pyrogen testing is a crucial safety control of drugs as well as innovative high- tech products such as medical, cellular therapies and species-specific agents (e.g. recombinant proteins). For most biologicals, especially blood-derived drugs, the rabbit animal experiment represents still the method of choice consuming hundreds of thousands animals in the EU per year. This test is laborious, expensive, raises ethical concerns and can not be applied for some of the new products. In recent years, in Europe a number of alternative cellular assays have been developed exploiting the human fever reaction, i.e. human leukocytes release inflammatory mediators in the presence of pyrogenic contamination. The suggested network brings together the most prominent test systems for trans-national comparison and subsequent validation of the most promising models as an integrated goal-oriented problem solving approach.
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 'The first B2B marketplace for Fast Moving Consumer Goods, connecting all brand manufacturers and retailers globally' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Fast Moving Consumer Goods (FMCGs) are products sold quickly at relatively low prices, like foods, beverages, and toiletries. Most people consume FMCGs every day. Despite the huge size of this market, FMCG producers and retailers experience a number of challenges. First, the need for more product data is continuously growing due to legal and consumer expectations. Second, there is no commonly agreed structure for product information exchange between producers and retailers. Plus, current processes are inadequate for big data exchange, since they are mostly performed manually and, thus, more error-prone.Alkemics has developed a Peer-to-Peer platform to overcome these challenges. B2BMarketplace is the first and unique global B2B marketplace for FMCGs. It connects retailers and producers to sell and buy FMCG goods. It enables producers to get their products discovered by retailers, streamline product data exchange in order to accelerate product launch, and increase the quality of the product content across the retailer ecosystem. At the core of B2BMarketplace lie Alkemics’ unique algorithms which allow the automated product information sharing by translating the inserted ‘raw product data’ into data that is compatible with the common systems used by the stakeholders of the marketplace.Alkemics is a French start-up founded in 2011 and focused on Artificial Intelligence for Big Data exchange. The company is already serving two European key FMCG markets (France and UK) and working with several important retailers (Tesco, Carrefour) and multinational producers (Nestlé, Unilever). It is supported by the recognised GS1 Organisation, which develops global standards for business operations. The proposed work in Phase 1 of the SME Instrument fits into Alkemics' overall plan to reac
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 'Colour research for European advanced technology employment' (CREATE) under Sixth Framework.

assistant: **Objectives**

Color has a huge social and economic impact in the EU, affecting everyday life. It is not possible, for the visually sighted, to imagine any situation of everyday life where color does not play a part. The application of digital color is used in many commercial, industrial and academic sectors: from digital television to graphic design.One of the fastest growth areas, for example, is the color sector relating to digital photography and inkjet printing, which has far-reaching implications for how images are captured, printed and archived. However, as the application of digital color increases, there still remains a problem regarding the management of color: how color is transferred from one device to another, how color is measured, perceived, how it is printed or applied to a variety of surfaces, and as more digital print technologies are employed, the permanence of printed color over time.The intention of the group CREATE is: to develop a pan-European network of training projects that brings together European color groups; to exchange and disseminate knowledge through specialist conferences; to enable researchers, especially those at an early stage in their career, to benefit from the knowledge of experts in the field of digital color and its applications through a program of events. To enable the researcher to develop not only links outside their own research center but to create a cross disciplinary dialogue within Europe; to facilitate the dissemination of cutting-edge research to the commercial and industrial sector and improve economic growth through new collaboration and knowledge transfer; to foster a robust research network beyond just the time-frame of the funding program.