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: Write the 'Expected Impact' section for the project 'Shift2Rail IP4 to support the deployment of Mobility as a Service' (IP4MaaS), addressing dissemination and exploitation.

assistant: **Impact**

Within IP4 more than 10 projects have created a wide array of technologies that tackles carious aspects of traveller experience. Those technologies tackle the interoperability of Transport Service Providers’ (TSPs) services, travel shopping, booking & ticketing, trip tracking, travel companion technologies and business analytics. Various tools have been tested in various locations around Europe retrieved user feedback and improved upon the feedback. Today, IP4 has a large toolset of proven technologies that need to go to the next level; become ready to be implemented in large scale products. IP4MaaS will assist IP4 projects to demonstrate the technologies at an unprecedented level: 6 different locations in Europe including more than 10 transport operators (Public Transport and Mobility-as-a-Service), authorities and agencies. IP4MaaS will develop the scenarios for the demonstrations and a thorough assessment strategy for the demonstrations that tackles both the performance of the demonstrations as well as the impact of the technologies on users and the environment in urban and suburban setups. IP4MaaS will create strategic plans for the demonstrations that will be updated in two iterations leading to two demonstration phases. Furthermore, the project will provide recommendations regarding the promotion and transferability of the technologies to other locations in Europe. IP4MaaS will organise and monitor one of the largest demonstrations of technologies in European project’s history and expects its findings to be used as a baseline for future demonstrations and testing that involves a diverse group of demo partners.


**Keywords:** MaaS, IP4, Public Transport Services, ICT, Demonstrations, Taxi, Demand Responsive Transport, Multimodality,  Shared mobility
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 'Zero Emission electric Vehicles enabled by haRmonised circulArity' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

ZEvRA's main objective is to improve the circularity of light-duty EVs throughout their entire value chain, from materials supply and manufacturing to end-of-life (EoL) processes, which aligns with the European Union's goal of achieving zero CO2e emissions by 2035, particularly in the EV value chain. To do so, ZEvRA will develop a Design for Circularity (DfC) methodology and a holistic circularity assessment aimed at improving the production of electric vehicles (EVs) based on the 9Rs. This methodology will be validated by developing zero emission solutions for the most important automotive materials, covering > 84% material mix: steel, three versions of aluminium (wrought, casting, and foam), thermoplastics composites (long and continuous fibre-reinforced), unfiled/short fibre plastics, glass, tyres and Rare Earth Elements (REE). These solutions will be supported by a set of digital tools to support the manufacturing of the use cases, the assessment of circularity, traceability, and the virtual integration of components into a full replicable vehicle. To maximise the outreach of our methodology and zero emission solutions, ZEvRA will develop a dedicated training & upskilling programme for the automotive workforce and academia, together with activities aimed at increasing awareness & acceptability of the proposed zero emission solutions. Lastly, circular business models targeting EoL and logistics aimed at improving the economic feasibility of circularity in EVs are advanced. ZEvRA’s innovations aim to improve zero emission approaches in the life cycle and value chain of at least 59% of European EVs by 2035 through the 5 OEMs and Tier 1’s that are part of the consortium, which includes industry and academia covering the entire automotive value chain.


**Keywords:** Lig
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 'Novel macrodiolide Immunosuppressants'.

assistant: **Innovation**

Several major unmet medical needs, such as autoimmune disorders and neuroinflammatory conditions, are characterized by aberrant Type-1 interferon production, suggesting that new drugs that specifically target this central inflammatory signalling axis could provide significant value for patients and for society. In this project, we will develop the foundation for future commercial exploitation of a class of novel macrocyclic immunosuppressants which has been shown to possess unprecedented broad inhibitory activities against several innate immunological pathways that converge on the transcription factor IRF3 linked to interferon production. Based on diverse preliminary data that span both cellular biology and chemical synthesis strategies, the planned work is aimed at securing a strong IP-position by providing novel structure-activity relation data on relevant cellular activities linked to IRF3-activity. The project will proceed to identify potential compound leads with favourable pharmacokinetic properties to be pushed forward for future in vivo experiments. The primary focus will be on ability to permeate the blood-brain-barrier (to address major neuroinflammatory conditions) and on achieving good plasma stability. Alongside the concrete experimental tasks and strengthening of the IP-position, a broader business plan and associated funding strategy will be prepared. This involves engagement of key future stakeholders and establishment of an advisory board. Overall, the planned activities serve to make the project ready for a pre-seed investment or acceptance into an  biotech-accelerator program following completion of the ERC-PoC project.
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 'The European watch on cybersecurity  privacy'.

assistant: **Concept**

cyberwatching,eu addresses the DS-05 call by defining and promoting a pragmatic approach to implement and maintain an EU Observatory to monitor R&I initiatives on cybersecurity & privacy, throughout EU & Associated Countries. These initiatives will be clustered, with a cluster tool, and themes identified, leading to an online catalogue of services for cybersecurity & privacy, showcasing market uptake and advancing EU sustainable competitiveness. A supply & demand marketplace of EU cybersecurity products & services, as well as the inclusion of an end-users’ club, ensures that perspectives of SMEs as well as other relevant stakeholders are properly taken account of. Ultimately, a cybersecurity & privacy ecosystem will be created, offering prime and guided access to the cyberwatching.eu catalogue of services & marketplace & ensuring feedback in terms of effectiveness & usability of research results.The cyberwatching.eu consortium is domain-skilled & complementary. Trust-IT: Expert SME in communicating ICT innovation, developing cybersecurity tools & go-to-market strategies. The University of Oxford: Academic Centre of Excellence in CyberSecurity Research. ICT Legal: Legal expert in the field, Advisor Member & Scientific Director of the European Privacy Association (EPA). DigitalSMEAlliance: An association representing the interests of ICT SMEs in EU. CONCEPTIVITY: SME experts in fighting cyber-crime and cyber-terrorism. AEI Ciberseguridad: A CyberSecurity Innovation Cluster. AON: #1 rated risk services firm, insurance broker, experienced in cyber risk management. An influential External Advisory Group passionate about cybersecurity & privacy supports the consortia.Main Outputs: Continuously updated observatory & R&I online catalogue, cluster tool, 4 concertation meetings,
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 'Higher Observational Type Theory'.

assistant: **Concept**

Recent advancements have enabled proof asistants to formally verify world-class mathematics: the liquid tensor experiment, the four colour theorem and the odd order theorem were formalised. Computer checked arguments are important for mathematicians who want to be certain their reasoning is sound, and for computer scientists to prevent bugs in safety critical software. Examples are formally verified parts of Google's Chrome web browser and verified implementations of the C and ML programming languages.At the core of these formalisations lies type theory, upon which proof assistants are built. Type theory is both a functional programming language and a foundation of mathematics. Recently, models of type theory built on higher dimensional spaces emerged, where elements of a type are points in the space, and elements of an equality type are paths in the space. Based one these, type theory was extended to homotopy type theory (HoTT), featuring the principle that isomorphic types are equal. This moves formalisation close to actual mathematical practice where isomorphic structures are being treated as the same.While HoTT is successful among academics, it hasn't been widely adopted. This is because type theories implementing HoTT rely on an explicit syntax for higher dimensional geometry, which is conceptually difficult and hard to use in practice. This creates a substantial barrier for formalisation, which is treated as a low-level, bureaucractic process.Our project will develop a radically new type theory where homotopical content is emergent, rather than built-in. The idea is to define the equality type via computation. This makes HoTT explainable and conceptually simple. It also improves pragmatic aspects: with more computation, proofs become less tedious. Our theory will
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 'Industrial scale recovery and reuse of all materials from end of life silicon-based photovoltaic modules'.

assistant: **Objectives**

This ElSi project will demonstrate and validate a complete recycling system for end of life (eol) photovoltaic (PV) modules. During the last three decades PV systems have been deployed throughout Europe showing enormous growth. Early systems are now reaching end of life and have to be disposed after returning. Facing this increasing environmental challenge three industrial partners, Geltz, Variata and Revatech identified the big economic potential of raw materials contained in eol PV modules. Prior to this request for funding they have developed a patented technology to recover about 95% of silicon, high purity glass, aluminum, copper, silver, gold, tin and lead from eol modules. Together with Solartys, industrial association, and Fraunhofer as RTD partner this will all be realised by demonstrating the technology involving mechanical and electrolytic based processes at an industrially relevant scale (1000 mt/a). Mechanical separation processes, chemical dissolution and electrically driven separation and winning will be combined in a new way enabling economically viable recovery. Besides these technical tasks there will be a couple of logistic aspects to be worked on including procurement, transportation and outbound logistics. It will be important to ensure that supplies of eol PV modules are available for post project operation of the ELSi plants and thus supply contracts will be put in place during the life of this project. Various marketing and communication activities will be carried out like visits at the demonstration site, publications in user-oriented recycling and waste journals, presentations at conferences and various web-based dissemination actions. During the whole project a focus will be on the commercialisation of the ELSi PV recycling system. Therefore t
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 'Soil   Foundation   Structure  Systems Beyond  Conventional Seismic    Failure   Thresholds: Application  to  New  or  Existing Structures  and  Monuments' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The main goal of the proposed research is to investigate the possibility of allowing  below-ground  support systems to respond to strong seismic shaking by going beyond a number of  thresholds  that would conventionally imply failure and are today forbidden by codes. Such  thresholds  include : (a) sliding at the soil-foundation interface ; (b) separation and uplifting of a shallow foundation from the soils ; (c) mobilization of  bearing capacity   failure mechanism for shallow foundations ; (d) structural yielding of pile foundations ; (e) combination of some of the above.  Whereas under static loading conditions a slight  exceedance  of such thresholds leads to failure, the oscillatory nature of seismic shaking will  allow  such exceedances for a short period of time, with perhaps no detrimental or irreparable consequences.  The latter take the form of permanent foundation displacements, rotations, or  injuries , which the designer will aspire to confine within rational limits. The motivation and the need for this research has come from : (i) observations of actual behaviour in a variety of earthquakes ; conspicuous examples : the permanent tilting , overturning, and often survival of numerous buildings on extremely soft soil in Adapazari during the Kocaeli 1999 earthquake ; (ii) the foundation design of a number of critical structures (e.g., major bridge pier, air control tower, tall monuments, elevated water tanks,) against large seismic actions ; the disproportionately large overturning moment and/or base shear force of such slender structures can hardly be faced with today s conventional foundation methods, (iii) the need to seismically retrofit and rehabilitate older structures and historical monuments;  (iv) structural yielding of pile foundations is now detecta
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 'Cutting-edge food waste solution for restaurants', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Worldwide, one-third of all food production is wasted, 15% of which is generated by restaurants, hotels and caterers who lack the tools to reap the benefits of reducing food waste. Our product, Binspector, combines a smart camera, a smart scale and artificial intelligence image recognition technology to automatically register all food going to waste and supply actionable insights to chefs on how to optimize inefficiencies. Integrated with external systems, our product will even pre-fill restaurant ordering systems. We offer our Product-as-a-Service to professional kitchens for a monthly fee with no upfront costs. It will allow an average kitchen to decrease its ecological footprint and food waste level by 70% and easily save over 30,000 annually, resulting in a net profit margin increase of up to 2%. The market is estimated to be worth 7,8B in Europe alone. Founded in 2019, Orbisk is a Dutch start-up with a team of 24 engineers, data scientists and commercial specialists.


**Keywords:** Image recognition,Commercial kitdchens,Food waste,Hospitality
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 'TinniMizer : A Patient-specific Novel Approach for Tinnitus Treatment'.

assistant: **Objectives**

Tinnitus can be a debilitating condition, which negatively affects a patient’s overall health and social well-being. Even moderate cases can interfere with the ability to work and socialise. The financial consequences of tinnitus are significant. Personal economic loss to an individual with tinnitus--including lost earnings, productivity, and health expenses--can be up to €30,000 annually. The cost to society as a whole has been estimated at upwards of €26 billion annually. Despite these effects there is currently no scientifically proven cure for most cases of chronic tinnitus. The medical doctors (ENT specialists), audiologists, and electronics-biomedical engineers in Genmel Technology have developed a new, patient-specific, state-of-the-art, and patented musical therapy system called TinniMizer as a new treatment for Tinnitus due to a substantial need to cure the tinnitus with an easy-to-use and cost-effective therapeutic system. Preliminary results obtained from about 20 patients at three clinics (Tinnitus Treatment Centers) indicate that after using TinniMizer system for about 3 months, there is approximately 70% reduction in the complaints of tinnitus patients. Through this project, Genmel will further develop this therapy to result in over 95% reduction in tinnitus. In other sound therapy systems, the duration of therapy is 1.5 years. Our goal is to reduce this period to a much shorter period (up to 3 months). Genmel offers R&D solutions, productions, and consulting services especially in the field of Biomedical, Electronics, Medicine and Energy.  Academicians, engineers and technicians are working in GENMEL. The main goal of GENMEL is to develop and bring to market new products, services and business models that could drive economic growth. Through this project,
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 'enhanced manufacturing of broadly potent equine polyclonal Fab with a Rational Immunization strategy against Coronaviruses' (2021-2027), addressing dissemination and exploitation.

assistant: **Impact**

e-FabRIC will develop a new hyperimmunization strategy for generating high titers equine immunoglobulins having a broad neutralizing specificity against viral targets belonging to same subfamily phylogenic tree. The viral subfamily selected to demonstrate the unique benefits of this innovative way to induce highly anti-viral active antibodies is the sarbecovirus subfamily. The equine antibodies will be processed as purified F(ab’)2 fragments, a well-known pharmaceutical product with a strong historical safety record in human patients. The F(ab’)2 antibody fragments generated by e-FabRIC are expected to display a unique and very wide neutralizing activity spectrum. This new property will be the synergistic outcome of the immunization with a nanoparticle co-displaying 8 different sarbecovirus RBD subunits (designated as “mosaic antigen”) and the natural immunogenetic diversity present in individual horses. In each individual horse, the mosaic antigen immunization will drive the generation and maturation of antibodies highly focused on conserved epitope structures shared by the different sarbecovirus RBD subunits and associated with viral neutralization. As each horse's own immunogenetics will mature the mosaic antigen-specific antibodies in a different way, several equine individual antibody specificities will be pooled in order to expand the overall broad viral neutralizing activity of the final pharmaceutical product. The combined multiplicity of individual antibody response diversities and the highly focused antibody responses induced by the mosaic antigen will be the basis of a broadly potent, immunotherapy pharmaceutical F(ab’)2-based product able to significantly reduce the clinical and societal impact of any emergence of a new human sarbecovirus outbreak. The scien