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: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Eye-tracking and AI for Enhanced Teaching'.

assistant: **Concept**

Eye-tracking and AI for Enhanced Teaching (EYE-TEACH)Recent education assessments (PIRLS, PISA) show a significant decline in reading comprehension amongst students in many European countries. The EYE-TEACH project is an initiative integrating artificial intelligence (AI) and eye-tracking (ET) that aims to transform educational practices and empower European teachers with new pedagogical skills for assessing and supporting their students' reading comprehension. The project addresses issues such as the post-COVID-19 educational challenges, mounting teacher workload and teacher shortages across Europe.Eye tracking, although not without limitations, has proven its worth in educational research, offering insights into students' reading behaviours, cognitive load, and emotional engagement. It differentiates between various levels of reader comprehension, making it a valuable tool for personalised education. Complex eye-tracking data translated into intelligible output by AI and supported by a robust ethical and data privacy framework can provide teachers with actionable insights, aiding the selection of effective pedagogical strategies. EYE-TEACH reaches beyond the state of the art by involving teachers and education practitioners early in the development process. By mapping educators' acceptance and readiness to adopt such novel technologies and highlighting the role of perceived ease of use and usefulness, the project has real potential to transform educational practices. The final joint result of the project will be a comprehensive resource of training materials and guidelines for using and implementing this technology in education, including benefit and risk assessments, and considerations of privacy and ethics issues. By empowering teachers with an AI-assisted ET-analyt
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 'PulseHaler: Improving the Lives of COPD Patients'.

assistant: **Concept**

Chronic obstructive pulmonary disease (COPD) is a group of progressive, debilitating respiratory conditions, including emphysema and chronic bronchitis, characterized by difficulty breathing, lung airflow limitations, cough, and markedly reduced functional capacity. COPD often is associated with a history of cigarette smoking or exposure to pollutants. It kills approximately 270,000 people in the EU annually, equivalent to the size of the entire city of Venice. It affects 4% and 10% of adults in Europe (Halbert et al., 2003). World-wide 5-10% are affected and 3 million die each year (source: WHO). In the developing countries, COPD has been growing dramatically due to increased air pollution, smoking and massive use of biomass fuels for cooking.Respinova has developed a novel non-invasive technology and medical device named the PulseHaler™, that aims to treat the core of the COPD pathophysiology – small airway collapse.The technology was successfully validated in two clinical studies. In the first study, PulseHaler was evaluated for its ability to open small airways. Clinical results demonstrated unprecedented improvements in the 6 minute walk test (6MW), spirometry lung functions tests and in the feeling of dyspnoea. All of these effects were above and beyond the effect of standard pharmaceutical care.In the second study, PulseHaler™ was successfully used as a new means for improved delivery of inhaled drugs to the terminal bronchioles and the alveolar zone in COPD patients. It resulted in three-fold enhancement of penetration index, a measure of efficiency of drug delivery. By improving the drug delivery, PulseHaler technology can enhance efficacy & safety of drug delivery. It can reduce the amount of drug required, ensure less drug goes to non-lung areas (mouth, stoma
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 'Electromagnetic compatibility using parallel parameterisation' in the context of a Fourth Framework call.

assistant: **Objectives**

The project will develop an innovative technique and tool for electromagnetic compatibility (EMC) design using simulation on MIMD computers.A main result of the project will be an optimisation tool allowing interactive simulation on CAD systems used in the initial design. It will allow EMC specialists directly to solve problems and interactively to obtain an optimal design. The technique and tool will be evaluated through the development of different industrial applications from different industrial sectors, namely aircraft, cars and helicopters. The validity of the technique will be established by comparing simulation results with measurements taken either in an anechoic chamber or in an open-air EMC test range. The software developed in the project will allow the European aeronautics and car industries to improve the quality of their EMC designs, to reduce cost of development and time to market of their products and to design safer products. The results of the project will be directly exploited by the partners.
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 'Numerical simulations and analysis of kinetic models - Applications to plasma physics and Nanotechnology' (NUSIKIMO), addressing dissemination and exploitation.

assistant: **Impact**

This project is devoted to the mathematical and numerical analysis in statistical physics with a special interest to applications in Plasma Physics and nanotechnology with Micro Electro Mechanical Systems (MEMS). We propose to achieve numerical simulations in plasma physics by fully deterministic methods. Using super-computers, a non stationary collisional plasma can be modelled taking into account Coulombian interactions and self-consistent electromagnetic fields to study different regimes and instabilities. These methods are based on high order and conservative finite volume schemes for the transport and fast multi-grid methods for the treatment of collisions. The first application is the simulation of fast ignition or Inertial Confinement Fusion, which is an important issue in plasma physics. Here, the main difficulty concerns the modelling of collisions of relativistic particles and the development of new algorithms for their treatment. Another part is devoted to the derivation of moments models which require less computational effort but keep the main properties of the initial models. The second application concerns micro and nanotechnologies, which are expected to play a very important role in the development of MEMS. Since the scale of micro flows is often comparable with the molecular mean free path, it is necessary to adopt the point of view of kinetic theory. Then applications of kinetic theory methods to micro flows are becoming very important and an accurate approximation of the Boltzmann equation is a key issue. Even nowadays a deterministic numerical solution of the Boltzmann equation still represents a challenge for scientific computing. Recently, a new class of algorithms based on spectral techniques in the velocity space has been been developed for the
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 'Theoretical study of the hemoglobin co-operative oxygen binding mechanism byquantum mechanical and molecular dynamics calculations' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Research objectives and content Hemoglobin is one of the most important proteins in the vertebrate organisms playing the fundamental rtle of oxygen carrier. A better knowledge of its structural characteristics at the atomic level for the oxygen binding is essential for the synthesise of artificial blood, on of the central goal of pharmaceutical industry. This research project aims at the full characterisation through theoretical methods of the binding mechanism. The novelty of this project with respect to previous studies will come from the application of novel theoretical hybrid methods that had not been considered before (IMMON) to state of-the-act molecular dynamics calculations. IMMOM, though its combination of quantum mechanics and molecular mechanics ought to improve substancially our knowledge of the rtle played by the oxygen bindingenvironment. This approach will hopefully provide the first accurate description of the atomic movements involved in the fination of each of the four oxygen molecules bound by each protein sub-unit. Training content (objective, benefit and expected impact) This project will offer me the possibility of learning the major theoretical methods and a new one used in chemistry and biochemistry, and to apply them to systems never studied at the atomic level in the bioinorganic. Links with industry / industrial relevance (22) The results of these studies should have an important impact on pharmaceutical 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: Write the concept and methodology overview for 'Boosting Europe’s sustainable battery cell industrial manufacturing value chain by developing an optimised machinery with intelligent control processes to minimise costs, scrap and energy consumption' under Horizon Europe.

assistant: **Concept**

The core vision of the BATMACHINE project is centred on strengthening Europe’s battery cell industrial manufacturing value chain by developing new battery cell manufacturing machinery. This is done whilst giving priority to minimising the energy energy for cells production, enhancing plant efficiency rates and integrating intelligent control processes to reduce scrap. BATMACHINE will develop and implement an optimised and energy-efficient process chain considering: •Slurry mixing (automated modular process set-up including monitoring techniques);•Exclusive slot-die coating and drying novel machinery (with one side coating, a coating speed of 1m/min up to 20m/min and a web-width of 300 mm);• Together with a calendaring tool to be integrated in a battery manufacturer for process optimisation. Moreover, intelligent control processes and Industry 4.0 will be intensively integrated through the creation of a collaborative and FAIR data space for battery production. Digital interfaces between battery manufacturing equipment, control system, and engineers will be developed with the aim of building universal digitalisation tools to enhance the battery production and create a battery passport. The environmental and economic impact of different machinery, production line configurations and factory designs will be deeply studied to reduce the cost and energy consumption of manufacturing processes.


**Keywords:** Battery, manufacturing, energy, digitalisation, slurry mixing, coating, drying, calendaring, sustainability, standards, supply chain, industry 4.0, smart
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 'NEW TECHNOLOGIES FOR AFRICAN SWINE FEVER VACCINES' under Horizon Europe.

assistant: **Concept**

VAX4ASF aims to develop a state-of-the-art platform to produce highly effective and safe vaccines against ASFV targeted for both domestic pigs and wild boars. These vaccine candidates will be designed based on an innovative and robust vaccine platform that will guarantee immune protection against the different circulating ASFV variants in Europe, while avoiding the safety concerns arisen with the use of traditional live attenuated vaccine platforms. Vaccine candidates will effectively induce innate immune response with the adequate adaptive immunity. Moreover, the immunity induced will allow discrimination between vaccinated and infected animals, which will be monitored by complementary DIVA tests developed under the scope of the project. Given the complexity of ASFV genome and the still incomplete knowledge of the mechanisms involved in immune response to ASFV, VAX4ASF aims to further understand the molecular mechanisms of the virus and how it interacts with the host.  The developed platform can be used to introduce new mutations based in this new generated knowledge which will allow to improve the efficacy and cross-protection of the vaccine prototypes. VAX4ASF will provide new virus epidemiology models and control strategies using different mathematical models, leading to a better understanding of the ASFV transmission at the wild-domestic interface. In this way, innovative policies and strategies for ASFV control and management will be generated to ensure an outstanding impact through the continuous involvement of key stakeholders as project partners (farmers, wild board managers, veterinaries, hunters, policy makers...), leading to a profound effect in animal health and worldwide economy. The project relies on a solid collaboration trajectory between leading develo
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 'Detecting changes in essential ecosystem and biodiversity properties – towards a Biosphere Atmosphere Change Index: BACI' (BACI).

assistant: **Innovation**

The alarming rate of biodiversity loss and ecosystem transitions make it clear that new strategies are required to sustain functioning of the coupled ecological-societal system. Existing space data archives and data streams from the ESA Sentinels, offer unprecedented opportunities to provide rapid, high quality indicators necessary for informed management of key ecosystem services. Yet, it remains largely unclear how space and ground-based observations can be optimally integrated to generate products required by end user communities (Secretariat of the Convention on Biological Diversity, 2014). By fusing extensive expertise on optical and radar remote sensing, ground data on ecosystem state and function, “big data” scientists, and active participation of user groups, BACI will advance this integration. BACI will translate space data to new variables (not directly observable from space) that encode ecosystem functional properties and status metrics. This will empower concepts of “essential biodiversity variables”. Advanced machine learning methods will be employed to reveal new and fundamental relationships between space observations and ecosystem status. BACI will incorporate a wide range of original data and downstream data products specifically targeting needs for early-warning systems, including a novel “Biosphere-Atmosphere Change Index”. We will prioritize selected key European and African regions now undergoing massive societal-ecological transformations, offering perspective towards operational assessments. A formal attribution framework will disentangle climate-induced ecosystem changes and socioeconomic/ecological transformation processes. Overall, BACI will advance usage of European space data to monitor relevant vegetation traits, status, and ecosystem functi
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 'EEN Innovation Support Services for SMEs in North West Italy' under Horizon 2020.

assistant: **Concept**

The project, whose geographical coverage will be North-West Italy (3 regions : Piemonte Liguria and Valle d’Aosta) aims atproviding and upgrading a specific framework service for supporting SMEs in the innovation management capacity . Theservice will be directed to SMEs with international growth potential via product, process service and or business modelinnovation- with gaps regarding innovation management.In particular, the action will focus on the following specific objectives:1. Fine tuning of a Key Account Management based customised service provision directed to:a. SMEs /Scale ups international growth, including participation to European programsb. SMEs Innovation capacity enhancement and innovation projects implementation, job creation and new market accessc. SMEs Innovation results exploitation4. Integration of the service within local business innovation support delivered, EEN specific service official embeddingwithin the regional innovation ecosystem5. Advisory skill enhancement: ALPS EEN personnel, assisting the experts in this Action, will increase expertise and competences, providing high level advisory on innovation management 6. Upgrading a EU shared support methodology for EEN staff, which could be adopted for profitably supporting other local SMEs7. Contribution to the enhancement of a visible and well identified Coach/EEN experts community at EU level8. Updating the operational internal manual/chart for a harmonized service within the EEN ALPS Consortium and contribution to definition of a common EEN operational manual


**Keywords:** Innovation Management, EIC Pilot, Scale up, Growth, Innovation results, Research results exploitation, Internationalisation, Innovation Strategy, Digitization
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 'Superhydrophobic membranes for clean water production' (SuperClean), addressing dissemination and exploitation.

assistant: **Impact**

Our world faces an urgent need for a greener industry with reduced water consumption and zero pollution, alleviating water scarcity problems. Membrane distillation (MD) is being explored for production of clean water from industrial waste streams in the steel, textile, food and other industries. Several challenges need to be overcome to achieve a full commercial market breakthrough for MD: Membrane wetting, scaling, and fouling. We plan to accept the challenges by using superhydrophobic membranes. Such membranes are also useful in oil-water separation, and a range of environmental applications. During the FET “HARMONIC” project, two RORs Max Planck-MPIP and NCSR-Demokritos developed complementary technologies for membrane superhydrophobicity, which impart extreme antiwetting, antiscaling and antifouling membranes. The technologies are based on plasma activation or plasma nanotexturing (NCSRD) followed by wet nanofilament growth (MPIP) or plasma deposition (NCSRD) for hydrophobization. Both institutions will advance their technology readiness level so the technology is validated - demonstrated in relevant environment (TRL 5-6), and will design, build, and test small scale pilot equipment for fabricating rolls of superhydrophobic membranes in a roll-to-roll format. For the upscaling of the technology NCSRD and MPIP, will cooperate with two industrial partners, namely Europlasma and SolSep respectively companies with large experience with roll-to-roll plasma or wet processes respectively.  Moreover, they will team up with Aquastill, a manufacturer of commercial MD modules for industrial wastewater treatment. A market search and a business plan will be elaborated, for creating a spin-off company commercializing the superhydrophobic membranes, and processes. The range of app