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 how 'Automated Traffic Profiling of Internet Services (PRAWN)' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Over the last few years, the proliferation of Internet services has lead to a dramatic increase of network applications. However, reliable mechanisms for effective traffic profiling of network applications, and classification of the traffic flows according to the applications that generate them remain elusive. This lack of mechanisms combined with the fact that most modern applications intentionally or not “hide” their generated traffic has a number of adverse consequences: (i) it leads to inefficient management of network resources and infrastructure, (ii) it exacerbates the problem of security, and ultimately, and (iii) it induces poor end-user experience of the provided services, discouraging adoption of advanced technologies and Internet services. Our goal in this project is to advance the state of the art in the area of application identification by investigating algorithms and implementing a system that allows robust and automated application classification. The proposed methodology will be based on capturing the communication patterns of network applications in graph structures without inspecting the user data, respecting in this way user privacy concerns. This is attractive, since these properties are hard to obfuscate without modifying significantly the application itself, while at the same time the methodology succeeds even in the case of encrypted data. We believe that the collaboration proposed in this project has all the potential to bring it to a successful completion. Combining (i) the applicant’s knowledge of, and contributions to the state-of-the-art in, the area, with (ii) the extensive experience of the host in network measurements, will allow us to explore novel algorithms and solutions for the problem of traffic classification. Beyond its research 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 the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Smart FEEding Systems for Hatcheries: Automatic central feeding system of live food and microdiets for farmed fingerlings'.

assistant: **Objectives**

Aquaculture has managed to grow and develop to the point where it has currently become one of livestock’s most flourishing sectors worldwide. Aquaculture finds its main bottleneck in the process of larval rearing. The particular biological needs of the fingerlings transform this process into a very complex activity, where the parameters control and process variables have a huge direct impact on the survival, deformity rates and production cost. Hatcheries’ manual feeding practices limit the feeding events possibilities and their precise dosage control on single rearing tanks. Feeding several times a day demands high labour costs and administering large amounts of food irregularly cause fouling issues.Every single marine or freshwater fish farm is suitable of automation, adjusting this according to their production volume and rearing species. Even when it is economically advantageous either to use live prey substitutes directly, or at least to minimize the duration of this period in the absence of a suitable microdiets with very fine particles, below 100 μm pellet size, the production process requires health standards and a methodological rigor that only automation, in its various aspects (monitoring and control parameters, power management) can offer to avoid manual biases.smartFEEsh solution aims to respond to aquaculture sector’s need by improving hatcheries’ processes, through implementing automatic feeders for living preys (NOVOFEED, with a selling price of €70K) and microdiets between 75-500 μm of grain size (SMARTFEED, with a selling price of €60K). The accumulated turnover of 5 years after market launch is estimated at €8.34 millions, with a net profit of €4.19 million by a 50% profitability ratio. Workforce will increase by 3 people.
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 'Aerothermal investigation of turbine endwalls and blades' (AITEB).

assistant: **Innovation**

With the proposed RTD-project, an integrated technology package for improved cooling methods and numerical aero thermal tools for the design of complex 3D turbo machinery components is submitted. The exploitation of the results will result in a more efficient use of cooling flows and lighter and cheaper component designs. Thereby, efficiency and life of turbines will be increased, whilst emission and costs will be decreased. The combined experimental, analytical and numerical approach faces by seven work packages the most challenging issues, such as: heat transfer and film cooling under separated flow (WP1&2), heat transfer and cooling concepts for turbine end walls (WP3, 4&5) and validation and optimisation of the whole CFD-process in an industrial environment (WP6). Nearly all the European aero-engine manufacturers will care for a fast assimilation of the technologies and design tools into competitive and environmentally friendly products (WP7).
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 'Innovation Management Capacity Building of SME by the Enterprise Europe Network Baden- Württemberg' (BW-KAM), addressing dissemination and exploitation.

assistant: **Impact**

SMEs are the driving force of economic growth and job creation in Europe: 20.7 Million SMEs in the non-financial businesseconomy make up ~99% EU enterprises. 85 % of new jobs in the private sector created by SMEs provide more than twothirds of total jobs (more than 87M). And SMEs account for more than 58% of the total gross-value added in Europe. ForSMEs, the backbone of the European Industry, H2020 is looking into completely new funding measures and project types.The new SME instrument, which is used by the various industrial and societal program lines in H2020, offers not only a new3-phase project development and implementation - from idea validation to market. It also offers those SMEs, which win therace and receive funding, a new form of accompanying support: key account managers and coaches, which are meant tohelp SME to keep track on their target of growth through innovation.By providing key account management and enhanced innovation services, the overall objective of the BW-KAM project is toenhance the innovation management capacity of SMEs in the geographical area of Baden-Württemberg, Germany, which isalso the geographical area covered by the EEN –BW. BW-KAM will target SME beneficiaries in the SME Instrument, whichare located in Baden-Württemberg as well as high potential SME with strong innovation activities and high potential forinternationalization and growth. SEZ will deliver up to 30 service packages.


**Keywords:** Enhancing the innovation management capacity of SME's
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 'Coherent optical control of multi-functional nano-scale hybrid units'.

assistant: **Innovation**

In the physics and chemistry of materials science, an intense focus of forefront research is the search for ever-smaller and ever-faster building blocks for information and communication technology (ICT) applications. The realization of next-generation devices, in ICT fields such as spintronics, spin-orbitronics and plasmonics, will depend decisively on our ability to generate new functionalities that can be actively controlled on the shortest length and time scales.The groundbreaking idea of hyControl is to develop a conceptually new class of active ICT nano-scale materials by building functionality into the nano-scale object that naturally forms when an organic molecule is hybridized on a metallic surface: a nano-scale hybrid unit (NHyU). NHyUs will be realized by depositing selected organic molecules onto three classes of inorganic systems: transition metals; spin-textured materials such as Rashba systems and topological insulators; and magneto-plasmonic nano-structures. By tuning optical excitation to specific resonances, we will control the hybridization strength with ultrashort laser pulses, and thereby induce a coherent response in the spin, orbit, and/or electron degrees of freedom of the NHyU. Thereby we will achieve coherent control - at the molecular scale - of technologically important parameters, such as magnetization, plasmonic resonances, and spin texture. This hyControl concept will be implemented using a novel experimental method, spin- and phase-resolved orbital mapping, that is capable of resolving the transient spin-dependent electronic structure of precisely those valence band electrons which mediate the hybridization in a single NHyU.While inspired by the latest achievements in molecular spintronics, hyControl will open the way to new technologies
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 'Cost-Effective Charge-Transport Materials for New-Generation Solar Cells' (Cremoso) under Horizon Europe.

assistant: **Objectives**

The European Union adopted an ambitious and much-needed European Green Deal policy to make Europe the world's first climate-neutral continent by 2050. Harvesting solar energy from photovoltaics (PVs) is a promising way to tackle today’s energy issues and to contribute to the European Green Deal. New-generation PV technologies (such as those based on organic semiconductors and metal halide perovskites) offer many benefits compared to traditional silicon-based solar panels in terms of lightweight, aesthetic, and flexibility. As such, they are promising candidates to complement silicon-based PVs for our sustainable future. A key challenge that currently limits the practical application of these new-generation PVs is the high cost of charge-transport materials, a critical component of these new PV technologies.This project aims to address this critical challenge and bridge the knowledge gap on the cost of charge-transport materials for these new-generation PVs. This project is firmly based on our recent breakthrough which successfully developed high-efficiency new-generation PVs with excellent stability (published in Science and patent application ongoing). At the core of this project is rational materials development, coupled with device engineering. Utilizing our prior research experience and our start-up, LinXole, we will develop novel charge-transport materials that are free of synthetic complexity and, eventually, low enough in price to be commercially viable. This project will achieve a new paradigm for low-cost new-generation PVs, contributing to the European energy transition. We have also built a strong team with complementary expertise for this project, including researchers, business developers, entrepreneurs, and innovation advisors. As such, we are keen to cont
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 'High Temperature Magnetoelectric Materials' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

This proposal aims at discovering entirely new spin-driven magnetoelectric materials with relatively high critical temperature and strong magnetoelectric coupling. Apart from the polycrystalline materials, high quality single crystals will be prepared. Apart from their far-reaching technological prospects, the proposed materials with distinct noncolinear and non-coplanar spin structures may further shed new light on the understanding of the mechanism of spin-driven magnetoelectric effect in various complex magnets. These materials will be further studied for their potential multicaloric effect (using their magnetoelectric properties), which is crucial for the emerging field of solid-state cooling technology. Unlike the extensively studied magnetocaloric effect, the multicaloric effect due to the combined effect of magnetic and electric ordering (in multiferroic magnetoelectric materials) mostly remained unexplored, while it has a huge potential for showing highly efficient solid-state cooling effect. In this regard, this study may be significantly important to make substantial advancement in the field of solid-state cooling. In addition, the proposal also aims to make bi-layer epitaxial thin films of the potential new magnetoelectric materials along with a ferromagnetic material to realize the electric field control of the magnetic switching by altering the magnetic exchange bias effect under various electric fields (utilizing the magnetoelectric effect). Therefore, the new results in the field of novel magnetoelectric materials and their expected potential applications in multicaloric effect and magnetic switching, can be potentially important for the future direction of spintronics, data storage, and solid-state refrigeration technology. The research will be carried o
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 'Dissecting the genetic basis of divergent and convergent evolution: From individuals to species radiations' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Advances in genomics offer new opportunities for identifying loci that behave unusually against a background of neutral variation. Detecting divergent sites among related individuals and taxa can shed light on the process of adaptive divergence, from non-random mating to the establishment of reproductive barriers. Conversely, identifying convergent sites among unrelated taxa can offer insights into deeper level ecological radiations. This project will study genes underpinning evolutionary divergence at several stages. Discovering genome-wide ‘gene outliers’ presents enormous challenges. I argue these can be overcome by combining and applying phylogenetic and evolutionary analyses with deep sequencing to exceptional study systems. Among mammals, bats are unique in having independently evolved laryngeal echolocation and nectarivory, both implicated in their unparalleled adaptive radiation. We will (i) use a novel phylogenomic approach to identify genes under convergent and divergent selection associated with acoustic and dietary diversification. (ii) We will then discover additional loci implicated in diverging incipient sympatric taxa that have undergone recent dramatic call frequency shifts. (iii) We will identify genome-wide loci that show anomalous divergence and non-random combinations between faithfully breeding pairs of bats in a population where outbreeding increases fitness. These complementary studies will produce a database of candidate loci implicated in ecological divergence. We will then verify and synthesize our results by screening the genes in a taxonomically wider range of species. We hope to provide a comprehensive assessment of the relative numbers and importance of different types of loci in multiple stages of evolutionary divergence in a mammalian sy
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 'Presence Research Working Group' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

The Presence Research Working Group aims to assemble a small, diverse group of researchers, engineers and other experts - people who rarely communicate with each other because of the narrow focus of their separate disciplines - to structure an interdisciplinary research program on presence research for next-generation media, information and communication technologies.The goals of the Working Group are to:(i) perform a critical assessment of the opportunities for R&D based on experts' knowledge of the state-of-the-art of presence research from the viewpoint of their discipline, and;(ii) create a forum for the interdisciplinary exchange of knowledge and ideas that will pave the way for fundamental, innovative research proposals. The proposed Working Group is essential for bringing together this multidisciplinary group of people, and stimulating fruitful collaborations. The Presence Research Working Group aims to assemble a small, diverse group of researchers, engineers and other experts - people who rarely communicate with each other because of the narrow focus of their separate disciplines - to structure an interdisciplinary research program on presence research for next-generation media, information and communication technologies.The goals of the Working Group are to:(i) perform a critical assessment of the opportunities for R&D based on experts' knowledge of the state-of-the-art of presence research from the viewpoint of their discipline, and;(ii) create a forum for the interdisciplinary exchange of knowledge and ideas that will pave the way for fundamental, innovative research proposals. The proposed Working Group is essential for bringing together this multidisciplinary group of people, and stimulating fruitful collaborations.OBJECTIVESThe main goal of the Presence R
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 'Safe home-based portable peritoneal dialysis system that offers simpler dialysis and improved quality of life for patients' (2014-2020).

assistant: **Innovation**

End Stage Kidney Disease (ESKD) or End Stage Renal Disease (ESRD), the fifth and last stage of Chronic Kidney Disease(CKD), is recognised as a major public health problem. It occurs where kidneys are no longer capable of sufficiently filteringwaste products from the blood. With kidney function at less than 10 %, a kidney transplant or an external means of filtering isneeded. The latter consists of either Haemodialysis (HD) or Peritoneal Dialysis (PD). Globally, we are seeing an increasingprevalence in ESRD. This is caused by an aging population in the west, socio-economic factors, increasing hypertension,and growing diabetes and obesity epidemics.The technical complexity of market offerings can inhibit many patients from choosing PD. HD takes an average of 4 hoursper treatment session and occurs 3 times a week while PD occurs 4 times a day with each exchange requiring 40 minuteson average. Most dialysis occurs in specific dialysis centres and hospitals, adding further time for travel. Non-compliancewith treatment schedules are a particular issue with PD. This makes it difficult for doctors to calculate correct treatment plansas patients may not share this information with their doctor. Non-compliance can be as high as 53%, decreasing efficacy ofthe treatment leading to poorer health overall and speeds up rate of decline.liberDi revolutionises traditional PD making it the first logical choice for dialysis patients. They developed Warrick X1, a smart, real-time and portable device acting as Virtual Dialysis Center. It’s lightweight, easy to set up and allows patients carry out their dialysis at home, at work or while travelling. Warrick X1 has the user at the very core of its design to ensure ease of use: smart automation, catheters and sterile connectors. The system util
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 'Isolation and functional characterization of goosecoid-related paired type homeobox genes' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

The homeobox gene goosecoid is present in all vertebrate species. In the mouse it is first transiently expressed during gastrulation in the primitive streak and from E10.5 to E14.5 in the branchial arches, frontonasal mass and limb buds. In Xenopus embryos goosecoid mRNA injection has demonstrated a role in the Organizer phenomenon. However, homozygotic goosecoid mutant mice have a phenotype which is only related to its late phase of expression.  Southern blotting analysis has indicated the existence of additional goosecoid-related genes which might compensate for the absence of a phenotype at the gastrula stage. My research project will be focused on the identification of these additional mouse genes and to functionally analyze them through a genetic approach. Null mutant mice will be created and their phenotype will be histologically and molecularly characterized. In addition, misexpression of the new genes in transgenic mice will be analyzed.