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

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Beyond solving static datasets: Deep learning from streaming data' (KeepOnLearning).

assistant: **Innovation**

Data is key for modern AI solutions, especially deep learning. Unfortunately, the data-driven nature of deep learning that makes it so powerful when dealing with complex and high-dimensional data, is also at the core of its main weakness: a model is only as good as the data it builds on. In this project, we want to tackle some strong limitations inherent to the standard machine learning paradigm, which makes restrictive assumptions that are problematic in many real-world (“in the wild”) conditions. By addressing these, we want to make a fundamental step towards more powerful deep learning systems that can learn continuously and know how to adapt as new data becomes available, in the context of computer vision.Traditional deep learning relies on the training data being representative for data encountered during system deployment. This is perfect when working with stationary datasets. Yet in practice, data distributions are often non-stationary, i.e., they change over time. This can have a multitude of reasons – think of social trends, seasonal or geographic variations. This calls for a new generation of deep learning methods, able to adapt to new conditions by continuously updating the models based on new training data becoming available. Learning from non-stationary streaming data is, however, still a major challenge requiring fundamental research. In this project, we build on our earlier expertise in continual learning, to realize this ambitious goal.If successful, this will lead to machine learning systems that keep on learning over time, systematically improving their skills and never getting outdated. It also may lower the threshold for applying machine learning, as it reduces the need for a skilled data scientist carefully preparing the data beforehand. As a practi
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 'Neutron cAptUres consTraIning steLlar nUcleosynthesiS' under Seventh Framework.

assistant: **Concept**

NAUTILUS will investigate the nucleosynthesis of the chemical elements during the evolution of stars, which is the basis for understanding the chemical history of the Universe. The vast majority of the elements heavier than iron are produced by neutron capture reactions. The precise knowledge of the involved neutron capture cross sections for certain isotopes sets tight limits for stellar parameters and puts strong constraints on the age of the Universe.Accurate measurements of the key nuclear reactions in the mass region around the radioactive 85Kr will lead to the improvements needed to characterize the production processes of the elements in stars. The respective high-accuracy abundance patterns in single stars can then be interpreted as diagnostic tools for the deep stellar interior and the isobaric 87Sr/87Rb chronometer constraints the history of the Universe.The neutron capture cross section of radioactive isotopes for neutron energies in the keV region will be measured by a time-of-flight (TOF) experiment. NAUTILUS will provide a unique facility realizing the TOF technique with an ultra-short flight path at the FRANZ setup at Goethe University Frankfurt am Main, Germany. A highly optimized spherical photon calorimeter will be built and installed at an ultra-short flight path.NAUTILUS opens new horizons in the area of neutron-induced reaction research, as smallest samples like of 85Kr - which will be produced as an isotopically pure radioactive sample - will become measureable in reasonable times.Future applications include the study of neutron capture cross sections important for next generation nuclear reactors: For the first time the high neutron fluxes needed to study the mass region of interest in the keV energy range will be available.""
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 'Innovative design of ergonomic train driver desk' (ERGODESK).

assistant: **Concept**

The design of a next generation of cabin desk of fully interoperable rolling stocks must take into account the safety issues (decisions taken by the drivers must never jeopardize the passenger safety) as well as the comfort of the drivers. To achieve tho se goals, a hand-made design process is presently used. Based on operators requirements and on designer's skills, a first mock-up desk is drafted. In a second step, the mock-up is presented to skilful drivers who can deliver their feelings to ergonomics specialists. For the time being, their opinions are compiled using 'verbalization' techniques (exchange of opinions between drivers and ergonoms). Finally, opinion of drivers are summarized and presented to the industry designer who proposes a new design based on these recommendations. Then an updated mock-up is made and a validation process is performed by going through the previously described loop. The present process present several important limitations. There is no drivers inputs from real equipments (s witch, button, '), or a mock-up of them. The use of mechanical equipments require a physical mock-up which takes time to manufacture; It is a time consuming process : 4 months for a desk mock-up manufacturing, 6 months for drivers validation and ergonoms analysis. No automatic tools are used for translating all or some parts of drivers opinions or actions and there is no capitalization of evaluation. Exchange of experienced researchers in complementary disciplines (ergonomics, virtual reality, risk assessment and visualization) in a win/win situation between 3 high skilled research centres (LIU, P5-UE and UPM-CITEF) and one of the main rolling stock manufacturer (ALSTOM) will allow a real breakthrough in the field of design of Cabin desks for railways industry. 10 e
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Flora hellenica' under Fourth Framework.

assistant: **Concept**

Research objectives and content The applicant, who is professor of Botany at the University of Copenhagen and a specialist on the flora of Greece, proposes to stay for 12 months in 1997--98 at the University of Patras to join a research group in the context of the Flora Hellenica project. Flora Hellenica is a major international project, led by a steering committee with Dimitrios Phitos (Patras) as chairman and Arne Strid (the applicant) as secretary. Cooperative links are already well established; in the period 1993--96, five young Greek researchers have worked for periods of six months or more at the applicant's home institute, pursuing different tasks in the framework of Flora Hellenica. The project is scheduled to result in a modern, critical survey of all species of native and naturalized vascular plants in Greece, currently estimated to number c. 5,700. Nine volumes will be published at intervals of 18-24 months; vol. 1 is expected to appear in the end of 1996. There are a number of associated projects in the fields of taxonomy, ecology, evolution and biogeography. The proposed grant would further enhance the strong European dimension of Flora Hellenica and serve to develop an important basic field of biology. Training content (objective, benefit and expected impact) The applicant proposes to work on a daily basis together with persons who have previously been research fellows in Copenhagen as well as other staff members and research students in Patras. The younger researchers in particular are expected to benefit from joint field work and from training in the principles and methods of taxonomy, biogeography, etc. Links with industry / industrial relevance (22) Flora Hellenica is a basic research project with no direct links to industry. However, the results are e
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'Digital Hybrid Breast PET/MRI for Enhanced Diagnosis of Breast Cancer' in the context of a Horizon 2020 call.

assistant: **Objectives**

Breast cancer represents a leading cause of cancer death in women and a major socio-economic issue. With currently available methods, early diagnosis frequently fails. Moreover, beyond mere detection, there is an ever-increasing need for improved non-invasive characterisation of cancer. Targeted therapies require an in-depth analysis of cancer to select and guide appropriate treatment. Both, PET and MRI can provide molecular and functional information that may be of pivotal importance for tailoring therapy. However, current whole-body PET/MRI systems lack the necessary sensitivity and resolution for this task. HYPMED addresses this by engineering an innovative imaging tool. HYPMED will integrate an innovative fully-digital MRI-transparent PET-detector into a novel multi-channel PET-transparent MRI surface coil. The PET-RF insert will allow unprecedented imaging of breast cancer with high-resolution/ultra-high sensitivity PET, combined with high-level structural and functional MRI, and allow minimal-invasive MR- and PET-guided targeted biopsy. Moreover with such PET-RF inserts, every regular clinical MR-system can, upon demand, be turned into a hybrid system. We will evaluate the impact of this technology on breast cancer diagnosis, prediction, and monitoring/assessment of treatment response by a carefully designed clinical study that employs established and novel PET tracers in 250 patients. Imaging data will be correlated with established and novel molecular biomarkers; results will be compared to those obtained from whole-body PET/MRI and PET/CT. A multidisciplinary consortium of clinical scientists, 3 SMEs and an industry partner will pave the way for commercialization of HYPMED products for advanced clinical decision making in cancer patients. Once HYPMED is success
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 'Magnetic Fields during the Birth and Death of Stars' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Magnetic fields are believed to play an important role in both the formation of stars and the evolution of stars at the end of their life. However, the exact role of magnetic fields is still under debate. Highly detailed studies of magnetic fields in star-forming regions and in the envelopes of late-type stars have been made possible by recent advances in observational and data reduction techniques in the field of radio interferometry. With Very Long Baseline Interferometry (VLBI) we observe astronomical ma sers that can probe kinematics, structures and magnetic fields at much smaller scales than accessible with the largest optical/IR telescopes. These studies will be enhanced even further by the advent of several new sensitive instruments that are now in dev elopment. The objectives of this Marie Curie project are to enhance the newest techniques for the studies of magnetic fields in star-forming regions and around late-type stars. Several of these techniques were developed during my PhD research and my subseq uent post-doctoral appointment. We will use observations of several masing molecules in the regions of interest, combined with state-of-the-art kinematic and geometric maser models, to obtain crucial insights in the role of magnetic fields in these importa nt stages of a stars life. The results will then be used to design the optimal observing strategies for new instruments such as the Square Kilometer Array (SKA) and the Atacama Millimeter Array (ALMA). Additionally, we will develop the necessary tools to i mmediately take full advantage of the improvements these new instruments will bring. The newly developed analysis tools will significantly improve the analysis of future data. The results of the project will provide the essential input information for magn et
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 'Developing a Chlamydia Trachomatis vaccine' under Horizon 2020.

assistant: **Concept**

The TRACVAC Consortium will eliminate the global problem of blinding trachoma through the development of a vaccine. Our strategy of the project will eliminate two important bottlenecks for the development of a trachoma vaccine 1) The lack of neutralizing antibody responses to vaccine preparations based on MOMP 2) The challenge of inducing vaccine promoted sustained local ocular IgA.TRACVAC has two main objectives. The first main objective is to generate a vaccine that protect against the bacterial strains causing ocular Chlamydia trachomatis infections. To accomplish this we first select naturally protected individuals from high endemic regions and identify all neutralizing epitopes from the major outer membrane antigen (MOMP) of Chlamydia trachomatis through the unique combination of the B cell cloning and high density array technology. The epitopes will be produced as vaccines through the use of the immuno-repeat technology that is known to increase the quality and quantity of the vaccine promoted response. The second main objective is to develop an immunization protocol for optimal ocular mucosal immunity. To do this we will establish an ocular non-human primate (NHP) challenge model and use this to test different prime boost vaccination strategies for ocular responses and protection against challenge. We will subsequently test the best strategy in a clinical phase I evaluation of a trachoma vaccine based on a immuno-repeat construct targeting serovar B. This will provide early human proof of concept both for the immuno-repeat technology and the prime boost strategy for ocular IgA. In summary, TRACVAC will deliver a final vaccine candidate targeting the main ocular serovars and a vaccine protocol ready to enter a clinical phase I trial.TRACVAC is highly relevant for
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 'Full scale innovative composite pax and cargo floor grids for regional Aircraft Fuselage barrel on -ground demonstrators.' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The Project addresses the manufacturing of 2 full shipsets of pax and cargo floor grids for regional Aircraft Fuselage barrel on .ground demostrators using thermoplastic resin reinforced with carbon fiber.The use of manufacturing technologies with a lot of potential for automation will be   explored (i.e. Progressive Roll Forming and Induction welding) in order to be  competitive in terms of weight saving and recurring cost reduction.
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 'Innovative Liquid Micro Pulsed Plasma Thruster system for  nanosatellites' to be submitted under Seventh Framework.

assistant: **Abstract**

The rapid emergence of new application domains and mission types has had a large impact on the evolution of spacecraft design. The current interest for micro-spacecrafts essentially proceeds from the wider availability of enabling technologies (micro/nano-fabrication), and from the desire to reduce development and launcher costs. Nanosatellites are also potentially useful as a mean to increase a mission's reliability by distributing a large payload over a fleet of small spacecrafts. However, the application range of micro-spacecraft is currently restricted by the lack of sufficiently compact, lightweight, high specific impulse micro-propulsion systems.The L-µPPT project will develop and assess the functionality of a novel PPT technology based on liquid propellant, expected to enable significant improvements over Teflon-based PPTs in terms of propellant utilization and impulse bit predictability through a tight control of the mass of propellant injected.By leveraging state-of-the-art MEMS technologies, the L-µPPT project will develop a compelling propulsion technology for microspacecrafts offering the scalability and robustness of conventional PPTs with performances in par with modern electric propulsion systems for large satellites.The L-µPPT project roadmap bases on a two-step implementation which comprehends the development of a first prototype, followed by the design of a fully functional prototype. Each prototype shall have an associated system specification phase, and subsequent design and development phases for each system subcomponents (thruster, injector, electronics, thrust balance and vacuum stand).Six partners (four SMEs, a industry and a research organization) from 4 Member States- Spain, Poland, Sweden and France, and Switzerland, with different roles in 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: Explain how 'Human-based methodologies to study toxicity of food nanoparticles on fatty liver diseases via the microbiota-bile acid axis.' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Daily ingestion of nanoparticles (NPs) is inevitable due to their wide use by the food sector, some as bactericidal agents. But their antimicrobial effects towards our gut bacteria remain largely unknown. While some studies investigated their impact on microbial composition, very few explored microbial functional changes and significance for host health. It is alarming that our gut microbiome, unanimously recognized as central in many diseases, is currently overlooked in nanotoxicology. Among key roles of microbiota, we and others underlined that secondary bile acids (BA), generated by the gut bacteria, regulate inflammation in the liver by interacting with host receptors. We showed in mice that altered BA pool in the portal blood, connecting the gut to the liver, exacerbated chronic fatty liver disease, an increasingly prevalent disorder representing a major unmet medical need.Assembling the two puzzle pieces, I was the first to explore the impact of some food NPs on fatty liver diseases via the microbiota-BA axis in mice. But BA metabolism differs between species stressing the need to rely on human data. The current knowledge gaps on microbial BA metabolism, the inaccessibility of the portal blood and the challenges in testing NPs ex vivo hamper such study in fatty liver disease patients. Drawing on promising preliminary data and using human-based methodologies, I aim to timely elucidate if microbial BA dysmetabolism and resulting altered portal BA pool drives fatty liver diseases and if ingestion of food NPs contribute to fatty liver diseases via this microbiota-BA axis. I anticipate that the new approach methodologies and mechanistic knowledge derived from this proposal will offer the scientific community a toolbox towards ‘precision toxicology’ to assess potential
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 'European Networking for Financing Food Innovation' (ENFFI) under Sixth Framework.

assistant: **Objectives**

The ENFFI project clearly aims at identifying, analysing and addressing the food and nutrition sector-specific innovation finance issues. ENFFI will set up and mobilise a European network involving relevant actors for food innovation financing, by taking advantage of the extensive European networking and relationships already built up by the ENNFI consortium partners who represent complementary expertise such as specialised food equity funds and other innovation financing professional, agro-business incubators, food firms, university spin-offs and start-up companies, as well as national food and drink federations from ten member States and food specialised institutes.Furthermore the consortium operates with an extensive network of European Regional Offices representing Regional Local Governments, which will ensure effective dissemination to policy authorities. The ENFFI project will benefit from the significant involvement of several Danish innovation actors from the food sector, being Denmark the EU innovation leading Member State in the food sector according to the sector European Innovation Scoreboard. This will ensure the transfer of best practices and lessons learnt on success factors to other food innovation actors and innovation financing professionals throughout Europe Synergies with existing projects and networks already developed in the framework of the Gate2Growth initiative will be sought from the initial steps of the ENFFI project.This will be facilitated by the current and direct involvement of one of the ENFFI innovation financing professional partner, Brabo Ventures, in the management of the 'InvestorNet' Gate2 Growth network. By developing new methodological approaches and procedures for promoting innovation financing in the food sector in a European co