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 'Robotic bioreactors for the longitudinal control of restorative remodelling in the human skeletal muscle' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Muscle damage impairs vital functions e.g., movement, respiration. Recovery depends on the long-term interaction between neuromuscular and immune systems. If exposed to regimens of electro-mechanical stimuli, damaged muscles can remodel new structural properties over days. Inflammation at the damage site is initially needed to clear debris but if prolonged, as in many neuromuscular disorders, it may hamper structural remodeling.Rehabilitation robots such as exoskeletons and neurostimulators can deliver tunable stimuli to muscles. However, although they can compensate for lack of e.g., muscle strength (within seconds), they cannot control for how muscles remodel across days. ROBOREACTOR shifts the paradigm, to control muscle key inflammation and remodeling factors over large time scales, where the knowledge gap is.1) I will develop robots that deliver electro-mechanical stimuli to fibres and innervating spinal neurons in humans across weeks. By combining biosignal processing and modeling, I will predict how robot-stimuli influence key inflammation and remodeling processes in vivo, with cell-scale resolution.2) I will engineer human tissues in vitro and develop robots that can expose tissues to the same stimuli experienced by muscles during robotic training in vivo. This will enable modeling subcellular inflammation and remodeling factors, with detail not attained in humans.3) I will fit subcellular models in vitro and embed them in multi-scale models built in vivo. This will create new model-based controllers to demonstrate how robots optimize for inflammation to enhance, otherwise hampered remodeling. With a focus on neural and muscular dependences in post-stroke subjects, I propose muscle remodeling as a proxy for neuromuscular repair, a new concept in neurorobotics.Th
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 'Pilot line production of transceiver modules for the next generation of smart RF power applications' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

SMARTEC proposes to raise a unique Power-RF nanoelectronics innovation from TRL6 to TRL8, that will radically transform future transceiver RF-power modules (TRX) and to produce them through a dedicated pilot line. These novel TRX of enhanced performance, smaller size and lower manufacturing cost will be core components of new products, addressing several segments of the RF-power market. SMARTEC paves the way to its stakeholders to access new markets and/or help them sustain their positioning in their industry rivalry, as well as increase their market shares. Moreover, SMARTEC will create new value propositions to several other markets (airliners, airports, air & sea vessel manufacturers, tour operators, etc.), as well as to several customer & social groups (passengers, tourists, ecologists & government bodies). The proposed pilot line will fill a gap in the European landscape of power RF manufactures and help European firms using power RF front ends compete global players. Industry faces 2 challenges: (A) In general, upcoming power RF front end markets (e.g. commercial radars, backhaul, SATCOM) demand more and more higher power levels, higher frequencies, the ability to sustain power-ups, and all at smaller size and lower cost. (B) Two specific “RF-Power Systems-based industry”, those of Avionics and Maritime, are about to face an obligatory adaption to new or updated strict EU regulations (RECAT EU3 & COLREGS), regarding, Airport and maritime Safety. The proposed coplanar monolithic GaN MMICs and RF MEMS (only available by TRT and FORTH) product is addressing simultaneously all aforementioned industry problems, while all other competing technologies (commercially available or not) offer partial solutions. Furthermore, the simplified SMARTEC fabrication process alleviat
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Implementation of the data protection directive in relation to medical research and the role of ethics committees' under Fifth Framework.

assistant: **Concept**

Protection of privacy of subjects in medical research depends as much on ethics review as on data protection law, but little is known about how this interacts with implementation of Directive 95/46/EC to protect privacy. PRIVIREAL brings together experts on relevant law and on ethics review of medical research from across the EU and Norway to evaluate the interaction between implementation of the Directive and research ethics review in protecting Directive rights of research subjects, with a view to making recommendations to the Commission about how to optimise protection provided by research ethics review (taking into account the background EU and domestic legal and ethical culture/s). A consultation will be conducted, employing inter alias a web site. There will be 3 workshops, the proceedings of which will be published.
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 'SKILLAB: Monitoring The Demand And Supply Of Skills In The European Labour Market' (SKILLAB) targeting Horizon Europe.

assistant: **Abstract**

The proposed project aims at (a) identifying skills shortages and gaps in the labor market for different regions, sectors,time periods (b) supporting all kinds of enterprises in developing their human resource strategy, including both training of current employees, and skill shaping of future employees, (c) supporting recruiting enterprises looking for specific skills, (d) supporting EU citizens in developing their skills in an informed way and eventually finding a suitable job and e) aiming to find good candidates for emerging roles, but also to equip existing employees with the necessary skills to retain their jobs, thus improving job retainability and reducing employee churn.The project will meet its goals by designing and implementing an intelligent platform for managing labor market skills and skill gaps. The system will monitor and mine internet resources and EU initiatives to acquire and process meaningful raw data about existing and sought skills, and entities offering and seeking jobs. State-of-the-art IT technologies will be used to empower the platform and achieve its goals, including advanced statistical and network and data analysis, machine learning and competency mining. On the basis of such analyses, recommendation tools for HRM, educational profile upskilling and digital policies will be made available to users. The system will offer its findings in an easy, human-centric with SSH principles, ready to use, and ethically correct form to both enterprises and individuals. Such objectives are highly relevant to the objectives of the call. In particular, it is expected that the project will contribute to the multi-faceted assessment of the labor market status through its data acquiring and analysis tools. Continuous monitoring will allow for detecting curren
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 'Grocerybot – AI-supported text dialog agent for communication with grocery stores in European languages' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

This project will develop a business plan for the commercialisation of Grocerybot – a novel Artificial Intelligence (AI) powered chat bot supporting grocery shopping on-line. In recent months, the market has witnessed an exponential growth in the popularity of chatbots. This has been triggered by the actions taken by technology giants like Microsoft and Facebook who made it possible to release bots in their messengers such as Facebook Messenger. The market is dynamic and includes a number of still non-occupied niche areas where chatbots can solve unmet needs of business and technological nature. One such niche is on-line grocery shopping. Grocery shopping online continues to lag behind other domains, mainly due to issues with convenience. Typically, customers shopping for groceries on-line are required to fill their carts by clicking the products and defining the quantities. This process (ubiquitous in e-commerce) is very cumbersome in on-line grocery shopping. This is because of large number of items typically purchased and the need to define and review the quantities and weights of the products.A chatbot powered by AI technologies featuring machine learning, natural language processing and knowledge engineering could solve those problems by offering adequate customer assistance. However, no such technology has been proposed on the market to date. Loglab has been created to address this niche. We have a strong proof-of-concept of a grocerybot capable of guiding the user throughout the entire shopping journey online - a human-like assistant while shopping in an online grocery. The innovativeness of this concept has already been acknowledged by The National Centre for Research and Development in Poland which granted Loglab EUR 360K to develop the first commercial version
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 'Sino-EU Soil Observatory for intelligent Land Use Management' (SIEUSOIL) under Horizon 2020.

assistant: **Objectives**

SIEUSOIL will design, implement and test a shared China-EU Web Observatory platform that will provide Open Linked Data to monitor status and threats of soil and assist in decision making for sustainable support of agro-ecosystem functions, in view of the projected climate change. The Observatory platform will through customizable modules support the wise management of soil at field level and will provide showcase of good practices on soil management both for EU and China. The final target will be to support sustainable management of soil, increase land productivity sustainably, reduce crop yield variability across time and space, and support the policy formulation process. Innovative practices and tools will be tested in SIEUSOIL and their impact will be assessed for improved soil fertility and land suitability.
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 Fourth Framework proposal on 'Third European Stratospheric Experiment on Ozone - Ozone Loss in the Arctic and at Mid-Latitudes'.

assistant: **Innovation**

The objectives of THESEO-O3 LOSS are: 1). To quantify precisely the rate of chemically-induced ozone loss as a function of time both inside the Arctic vortex and at middle latitudes during two consecutive years. The cumulative chemical ozone loss and its geographical extent will also be determined. 2). To obtain a better agreement between measured ozone loss and ozone loss as calculated by 3-D chemical transport models and thereby improve their predicitive capability. This will also help to identify and quantify the causes of ozone reduction inside and outside the polar vortex. To meet these objectives we propose to carry out the following two work packages: 1. Chemically-induced ozone loss rates will be measured directly through a sophisticated real time ozonesonde launch programme where two sondes probe the same air mass a few days apart. This will be achieved through the use of forecast trajectories. Vertical diabetic motion will be accounted for, both in the real-time forecast trajectories and in the analysis of the ozonesonde data. Results from a photochemical modelling activity utilising the trajectories used for analysis of the sonde data will be compared to the experimental ozone change and a sensitivity study will be carried out and the results communicated to 3-D modelling groups in a collaborating proposal. 2. The picture of the ozone loss will be completed through a combination of balloon measurements and analysis of various data sets produced by other projects. The results of comparison with 3-D model calculations will be fed back to the modelling groups. Lightweight instruments will be used to measure vertical profiles of ozone and passive tracers (CFCs and methane) simultaneously, whereby the effects from diabetic heating/cooling can be eliminated. This p
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 'Revealing Elusive LIght particles with Cosmic microwave background surveys across cosmological Scales' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Neutrinos and other well-motivated particles from the Big Bang are gateways to much awaited new physics that will sharpen our understanding of Nature. Cosmology offers a unique arena to unveil their secrets in a way that is separate from, but complementary to astrophysical and terrestrial searches. The next generation of cosmological surveys will supersede the current, which is already highly sensitive to these particles’ fundamental properties. The first-ever measurement of the neutrino mass scale, a handle to its beyond-standard-model origin, has never been so close.  A novel approach to data exploitation is both necessary and timely. Perfect command of theoretical predictions of key observables and instrument knowledge must inform each other. A robust inference framework is required to compare and combine the wide datasets soon to be available. Without this interconnected analysis pipeline, the richness and complexity of new data will spoil detection prospects. RELiCS is the project to lead new Cosmic Microwave Background (CMB) experiments towards discoveries in particle physics. I propose a program built around my expertise in particle cosmology and CMB data analysis that will deliver new and robust limits on neutrino and light relics properties. The flagship experiment is the ground-based Simons Observatory, for which I already lead key parts of the analysis. RELiCS is timely: the analysis pipeline will be immediately applied to fresh data from 2024. The same pipeline will shape the analysis strategies of the two ultimate CMB experiments, of which I am a key member of: the ground-based CMB-S4, and the space-borne mission LiteBIRD.  My expertise is unique in that embraces understanding of the theory, instrument, data analysis and high-level science exploitation. Thr
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 'A ground-breaking, nanotechnology sensor-based platform for highly accurate predictive maintenance of industrial equipment.'.

assistant: **Objectives**

Equipment maintenance is a crucial factor in determining efficiency of industrial plants. Equipment breakage or improper functioning not only impact on product quality and production capability, but also determine huge expenses. Maintenance of industrial plant equipment accounts up to 70% of total production costs, and about 30% of maintenance costs are related to clearly controllable factors, such as improper execution or bad planning of maintenance. In fact, current solutions for industrial equipment monitoring cannot directly measure the status of the single components in the industrial plants (e.g., valves, pipes, pumps, fittings, etc.) and rely on a reactive maintenance approach for fixing or replacing parts after breaking. FeelIT provides RetroFeel, a next-generation platform for analysis, monitoring and predictive maintenance of industrial equipment. RetroFeel is based on nano-sensors that measure the structural integrity of all the single components within the industrial plant in real time, enabling the simultaneous measurement of multiple parameters (e.g. pressure, temperature, humidity, open-close cycles, micro-cracks, leakages, etc) with high accuracy and sensitivity. Data are processed by a proprietary smart analytical software and displayed via a simple user interface to the technician, providing information in real time on the health status and risk of malfunction of all the equipment within the whole industrial line.RetroFeel offers a unique predictive maintenance platform to optimize the maintenance strategies and overall performance by providing the most accurate real-time monitoring of the whole industrial equipment.During the phase 1 feasibility study, FeelIT will establish a sound go-to-market strategy and supply chain, and will outline further devel
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 'Neural circuits underlying complex brain function across animals - from conserved core concepts to specializations defining a species’ identity' (BrainInBrain).

assistant: **Innovation**

The core function of all brains is to compute the current state of the world, compare it to the desired state of the world and select motor programs that drive behavior minimizing any mismatch. The circuits underlying these functions are the key to understand brains in general, but so far they are completely unknown. Three problems have hindered progress: 1) The animal’s desired state of the world is rarely known. 2) Most studies in simple models have focused on sensory driven, reflex-like processes, and not considered self-initiated behavior. 3) The circuits underlying complex behaviors in vertebrates are widely distributed, containing millions of neurons. With this proposal I aim at overcoming these problems using insects, whose tiny brains solve the same basic problems as our brains but with 100,000 times fewer cells. Moreover, the central complex, a single conserved brain region consisting of only a few thousand neurons, is crucial for sensory integration, motor control and state-dependent modulation, essentially being a ‘brain in the brain’. To simplify the problem further I will focus on navigation behavior. Here, the desired and actual states of the world are equal to the desired and current headings of the animal, with mismatches resulting in compensatory steering. I have previously shown how the central complex encodes the animal’s current heading. Now I will use behavioral training to generate animals with highly defined desired headings, and correlate neural activity with the animal’s ‘intentions’ and actions - at the level of identified neurons. To establish the involved conserved core circuitry valid across insects I will compare species with distinct lifestyles. Secondly, I will reveal how these circuits have evolved to account for each species’ unique eco
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 'Migrant Children and Communities in a Transforming Europe' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The overall objective of the project is to stimulate the inclusion of diverse groups of migrant children by adopting a child-centred approach to their integration at the educational and policy level. Stemming from the need to revisit the integration policies on the one hand and consistent with the specific focus of the call on the other hand, the research project aims at comprehensive examination of contemporary integration processes of migrant children in order to empower them. The project starts from the fact that European countries and their education systems encounter manifold challenges due to growing ethnic, cultural, linguistic diversity and thereby aims at:1) Identifying existing measures for the integration of migrant children at the regional and local level through secondary data analysis; 2) Analysis of the social impacts of these integration programmes through case studies in ten countries applying qualitative and quantitative child-centred research; 3) Development of integration measures and identification of social investment particularly in educational policies and school systems that aim to empower children. The project is problem-driven and exploratory at the same time. Its exploratory part mainly concerns a child-centred approach to understanding integration challenges, migrants’ needs and their well-being. However, the findings of the open-ended exploratory research will be used in an explicitly problem-driven way – with an aim to stimulate migrant inclusion, to empower migrant children and build their skills already within the (participatory) research. This will be done through the activities of the Integration Lab and Policy Lab, where children’s voices, fieldwork and desk research findings will be translated into practices and measures for educatio