RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Actively Enhanced Cognition based Framework for Design of Complex Systems' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Parameterized mathematical models have been central to the understanding and design of communication, networking, and radar systems. However, they often lack the ability to model intricate interactions innate in complex systems. On the other hand, data-driven approaches do not need explicit mathematical models for data generation and have a wider applicability at the cost of flexibility. These approaches need labelled data, representing all the facets of the system interaction with the environment. With the aforementioned systems becoming increasingly complex with intricate interactions and operating in dynamic environments, the number of system configurations can be rather large leading to paucity of labelled data. Thus there are emerging networks of systems of critical importance whose cognition is not effectively covered by traditional approaches. AGNOSTIC uses the process of exploration through system probing and exploitation of observed data in an iterative manner drawing upon traditional model-based approaches and data-driven discriminative learning to enhance functionality, performance, and robustness through the notion of active cognition. AGNOSTIC clearly departs from a passive assimilation of data and aims to formalize the exploitation/exploration framework in dynamic environments. The development of this framework in three applications areas is central to AGNOSTIC. The project aims to provide active cognition in radar to learn the environment and other active systems to ensure situational awareness and coexistence; to apply active probing in radio access networks to infer network behaviour towards spectrum sharing and self-configuration; and to learn and adapt to user demand for content distribution in caching networks, drastically improving network efficienc
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 'Technology Enabled Adolescent Mental Health' (TEAM) under Horizon 2020.

assistant: **Objectives**

There is no health without mental health. 27% of our population are young, and mental health disorders are our leading cause of disability. 50% of mental disorders emerge by 14 yrs, 75% by 24 yrs and, untreated, triple odds of having a mental health disorder in later life. TEAM’s will build a network of expertise and train a new generation of researchers to deliver more effective, affordable and feasible mental health services for young people. Our interdisciplinary, international, intersectoral network, balanced in skills, experience and perspectives, will train the next generation of researchers to lead Youth Mental Health (YMH) services into the future. Research objectives focus on key challenges in YMH: delivering new technologies to support rapid, large-scale, and early assessment, prevention and treatment.TEAM will also deliver policy directions and guidelines for technology-enabled YMH. 2 themes are covered: how can technology a) increase access, and b) help people to engage more successfully? TEAM will deliver new technology-enabled services that are both accessible and engaging for young people. Our ambitious objectives require individuals with a unique combination of interdisciplinary and intersectoral skills. TEAM ESRs will receive integrated training across three key areas necessary to fully realise the potential of technology-enabled mental health: Mental Healthcare Delivery - the theories and practice of YMH; Computer science - core principles in software engineering and technology infrastructures; Interaction Design - theories and methods including co-designing with young people and active engagement with clinicians, social workers, caregivers (e.g. parents) and teachers. Intersectoral secondments promote interdisciplinary and intersectoral learning and c
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 'Randomness and learning in networks'.

assistant: **Concept**

Large Networks is one of the key notions in contemporary science and technology. The availability of massive amounts of data and interaction between individuals of large populations of any kind, whether biological, social or computer units, places network analysis at the forefront of current scientific challenges. The mathematical foundations of large networks have now become the focus of research in the later decades from diverse perspectives. The project RandNET brings together leading researchers worldwide from the areas of combinatorics, probability theory, computer science and statistics with the aim of blending approaches from these areas in the rigorous mathematical foundations for analysing random networks. The whole project is driven by real applications in data science and learning on large networks. This is planned through an alliance between academic and industrial partners. A second goal of the project is to establish a wide platform of knowledge dissemination on the topic of randomness and learning in networks for use of specialists from all scientific disciplines.


**Keywords:** Networks. Random graphs. Machine learning. Combinatorics. Algorithms
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 'Measurement of occupational allergen exposure' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Immunoassay methods will be evaluated and improved for the measurement of airborne concentrations of occupational allergens: enzymes, grain and soy flour, rodent and latex allergens. Existing immunoassays will first be compared by participants using their own assays in a, round robin TM approach. Next step will be a detailed analysis of assay differences by exchanging immune reagents and allergen standards between laboratories. Finally, optimal combinations of immune reagents, calibration standards and procedures will be developed, as a major step towards standardization of work-related allergen exposure assessment. In addition, methods will be developed, using available immune reagents, (a) for the highly sensitive measurement of short, job task-related exposures, and (b) for the rapid, semi-quantitative assessment at the worksite of allergen exposure levels.
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 'The New Generation Needle by Needle Knitting Machine'.

assistant: **Innovation**

The NbyN system is based on a novel technology using small stepper motors that drive a spiral cam profile that creates the up & down movement of the needles through a lever arm. Due to the lever arm, the small movement by the motor results in significant needle displacement in order to carry out the knitting task. Unlike the traditional approach where the needles are moved by mechanical means in a predefined route and order, with NbyN the needles are driven by electrical means allowing them to move independently of each other completely. The stepper motor is a device used to convert electrical pulses into mechanical rotational movements and allow an easy and accurate control of position and speed. The NbyN technology allows the machine to be much simpler and smaller while becoming more flexible allowing the creation of innovative and varied clothes. The operation of an NbyN machine remains the same but a lot of components can be eliminated that results in cost saving & more reliable.


**Keywords:** Textiles, apparel and luxury goods,circular knitting machine,versatile production,flexible manufacturing,textile industry
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 Sixth Framework proposal on 'Development of a chemical-free water treatment system through integrating UV-C, ultra sound and fibre filters'.

assistant: **Innovation**

The CHEM-FREE project proposes development of a process control instrument to integrate and optimise three well known physical water treatment devices: fibre filter, ultrasound and UV-C. Both lab-scale and pilot-scale research and validation will be performed to combine, arrange and steer efficiency of physical and biological processes. The resulting integrated technology must combine the economic and ecological advantages of all the individual devices to achieve targeted application in specific water qualities without the use of chemicals. Lab-scale experiments regarding microbiological decontamination and removal of algae will result in better understanding of the principal removal mechanisms to decrease the microbiological contamination for the applications using the individual devices and their combinations to determine the optimal operational parameters. The applied experiments include different raw water qualities and requirements for the treated water. Four types of field-scale applications will be investigated within the project: closed-loop water systems, crop irrigation, fish farming and groundwater recharge. The legal regulations, technical standards, market and operational requirements of the potential users will be analysed for integration into the prototype development process.The main output of the CHEM-FREE Project will be a prototype and technical specification as basis for patent registration for a process control instrument allowing integration and optimisation of the three devices as an integral unit. The optimal integration and control of fibre filters, ultrasound devices, and UV-C sets will result in chemical-free water treatment enabling ecologically prevention of algae, prevention of biofilm growth on walls, in pipelines, on fittings and in conta
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 'Understanding the Maintenance and Heritability of Hematopoietic Stem Cell Memories: High-Throughput Drug Screening Meets Single-Cell Barcoding' (EpiHTStem) under Horizon Europe.

assistant: **Objectives**

During the development of multicellular organisms, cells from the same niche can be stochastically exposed to different signals and stimuli, and this variability has the potential to create epigenetic heterogeneity across cell populations. Importantly, this heterogeneity can confer individual cells different functional properties or different capacities to respond to the same stimuli. During the last decade, multiple laboratories have reported the existence of hematopoietic stem cell (HSC) clones with different functional behaviors that are transmitted to daughter cells. Very interestingly, these behaviors are transmitted to their progeny even after transplantation, suggesting that heritable epigenetic components are required to establish and maintain them. In this regard, some questions arise: Which epigenetic regulators are involved in the maintenance of these memories? Which regions associate with specific HSC fate memories? And, how heritable are different chromatin states in dividing HSCs? Until recently, we were very limited by the current technologies to answer these questions. Now, recent advances in single-cell lineage tracing, single-cell multiomics and ex-vivo HSC expansion cultures can be leveraged to provide a robust mechanistic understanding of clonal heritability of HSC fates and states. Consequently, this proposal aims to combine new lineage tracing techniques, multimodal single-cell sequencing and functional assays to: (1) create an atlas of clonally-heritable epigenetic states associated to specific functional HSC behaviors and (2) to identify epigenetic regulators that are required to maintain and transmit HSC memories associated with specific HSC fates.


**Keywords:** Cellular Barcoding,  Cell Memory,  Single Cell Analysis,  Drug Screening,  Hematop
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 'Multidimensional Analysis of  Bone Marrow Microenvironmental Dynamics during Aging'.

assistant: **Innovation**

Sustained production of mature blood cell types relies on the continuous differentiation and self-renewal of a rare subset of hematopoietic stem and progenitor cells (HSPCs). HSPCs reside in bone marrow (BM) cavities within defined anatomical locations, also known as niches, where they receive and integrate regulatory cues that control their functional capacities to suit the changing physiological demands. BM spaces are extremely complex environments containing hematopoietic cells at different stages of differentiation, a heterogeneous stromal cell compartment of mesenchymal origin, an intricate vascular network and cells involved in bone metabolism. Not until recently have we started to gain some insight of the 3-d microanatomical organization, the population dynamics and the regulatory roles of these specialized subsets.During the aging process, HSPCs experience a functional decline, which critically contributes to the age-related disorders of the hematopoietic system. As HSPCs undergo stringent regulation from specific niche components, age-related alterations of HSPC physiology are hypothesized to, at least partially, derive from microenvironmental, HSPC-extrinsic factors. Notably, the functional and structural transformations that BM stromal and vascular populations undergo as a result of aging, are poorly characrterized to date.The fundamental aim of this proposal is to exploit novel imaging technologies and flow cytometric analysis to visualize, quantify and reconstruct in 3-dimensions the dynamics of the aging of BM microenvironment. Subsequently, we intend to describe how aged induced disorders of BM stroma ultimately control HSPC maintenance and perturb the homeostatic regulation of the hematopoietic system.
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 'Smart Membrane for hydrogen energy conversion: All fuel cell functionalities in One Material', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

A breakthrough of Proton Exchange Membrane Fuel Cells (PEMFC) requires a radical performances improvement of the key fuel cell material components (catalysts and protonic membrane) as well as highly innovative solutions to overcome the membrane assembly and integration limitations. Actual PEM fuel cells presents Membrane Electrode Assembly (MEA) architecture corresponding to a proton conductive membrane hot pressed between two catalytic electrodes. However, the MEA performance is limited by the interface effect between catalytic layer and membrane.  To overcome this problem, the SMAllInOne project introduces a “SMart All in One” membrane concept. In this approach, a catalytic network is directly implanted in the thin film protonic membrane. This novel composite material is particularly well adapted for fuel cell technologies as there is no boundary between the membrane and the electrodes. Moreover, several functionalities will be added to this material in order to confer it smart properties such as water and crossover management, tailored porosity and 3D conformability.  The scientific and technological objectives of the project are:  •  To synthesize bifunctional polymerizable and volatile precursors (alkenyl & sulfonyl) to prevent the destruction of the acidic functions during the thin film membrane realization •  To create a network of percolated platinum nano-particles inside both faces of the membrane to ensure simultaneously a good catalytic efficiency and electronic conductivity  • To enhance electronic conductivity by a tailored doping of material with gold particles by the surface  • To study and propose a water and crossover management solution by adding functional hydrophilic particles to keep the membrane wet and Pt particles to getter hydrogen linkage  • 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Optical DNA Sensors' (1994-1998).

assistant: **Innovation**

This research proposal addresses scientific questions underlying the application of nonlin optical methods for detecting sequences of DNA. Sensing devices for detection of genes small quantities of DNA by hybridisation to oligonucleotide probes will be demonstrated. Research will be direced to optomise nonlinear optical signals from appropriate surface m to which oligonucleotide probes will be covalently attached. Sensor devices will be developed for specific demonstration applications. A DrototvDe instrument able to Explorato perform the measurements will be des
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 a project proposal abstract for 'Personalised Content Creation for the Deaf Community in a Connected Digital Single Market' to be submitted under Horizon 2020.

assistant: **Abstract**

Improving the accessibility of content for the Deaf community is an important goal for both EU governments and broadcast industry regulators. Although legislation is being used to coerce content producers and broadcasters to do so, the cost of producing sign-language content and the negative impact of having a sign-interpreter appearing on the content for hearing individuals has relegated sign-language programming to late nights or a small number of sign-presented programs. A low-cost solution for personalized sign-interpreted content creation can address both of these problems, leading to greater accessibility to media content for Deaf users. CONTENT4ALL proposes such a solution to the problem in the short-term, which is also commericalizable, and proposes innovations to technologies that can lead to automated sign-translation capabilities in long-term. To this end, it builds upon the technologies demonstrated by the consortium partners in previous EU projects. As a first development a remote signing apparatus (located off-premises of the broadcaster) will be produced to capture a human sign-interpreter’s signs, pose and facial expressions and to parameterize this information. Then, it will be rendered photo-realistically as a 3D representation of the human sign-interpreter at the broadcaster for production of the personalized stream for Deaf users. While this solution can be used commercially, resulting datasets will provide a vast source of information for learning how to parameterize sign information for translation purposes. The second development of CONTENT4ALL will focus on advancing the algorithms/models used to do so, with the intent to create an open dataset for further research into automated signing. Finally, CONTENT4ALL will demonstrate automated sign-trans