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 'Plytix Information Sharing Platform and Analytics' (PISPA), addressing dissemination and exploitation.

assistant: **Impact**

The problem: Booming online trading activity has triggered an increasing interest for data analytics, which can largely boost online sales. With billions of clickstream and transactional data taking place every day on the internet, e-commerce is clearly a key domain for data mining and analytics. Supply chain management and the forecasting of online sales could immensely benefit from such data mining/analytics. However, today, brands only have access to data intelligence from e-tailers in terms of sales numbers, and most often, this data comes too late to be valuable. More importantly, currently marketed analytics tools are not able to track the performance of the brands’ products through 3rd party retailers.The solution: Plytix developed a breakthrough analytics tool – Plytix Analytics – that is expected to become a new standard in e-commerce. Unlike all other web analytics tools, Plytix tracks product performance (not sites) directly and across websites – thereby bringing more value/insights for each given product. Plytix Analytics enables users to extract valuable insights that allows them to: [i] optimize prices; [ii] make better marketing decisions and design better products; [iii] optimize inventory to prevent stock-out; [iv] prevents online parallel import, etc.The market: The total market size for Plytix in the targeted markets is above EUR 31.5 billion per year. The implementation of the innovation project will place Plytix.com ApS in a strong position to exploit an aggregated turnover exceeding € 41 million – five years after the project kick off.
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 'Education, Diversity, Innovation, and Politics' (EDIPO) targeting Horizon Europe.

assistant: **Abstract**

The introduction of free and universal education, accessible to diverse religious and cultural groups, has been a major achievement worldwide and a crucial factor for economic development. However, still today, many countries do not guarantee full access to education, religious minorities often face restricted learning opportunities, and top educational institutions are being dismantled if they dissent from governments' policies.    The over-arching goal of EDIPO is to study these extremely important phenomena through the lenses of quantitative economic history, focusing on France from the 1789 French Revolution to the 1900s. This was a period of educational reforms, key for French and, more broadly, for European modernization.   The innovativeness of this proposal is twofold: (i) it constructs ground-breaking micro data from archival and secondary sources, of similar quality and detail of modern data, but for a longer time horizon; (ii) it identifies unique historical episodes to assess causality and to study the long-term effects.    EDIPO is composed of three projects: Project 1 studies the process of expansion of mass education, from its demand to its consequences. Project 2 asks how discrimination affects schooling choices of religious minorities. Project 3 documents the impact of dismantling a high-quality but dissident educational institution on human capital, innovation, and political outcomes.   EDIPO speaks to economists, economic historians, and political scientists. It sheds light on past and current instances of expansion and secularization of education, and it contributes to important public debates, e.g., the importance of achieving universal education; the increasing diversity of our society and the discrimination often faced by minority groups; and 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: Write the 'Expected Impact' section for the project 'New design methodology for industrialised, autonomous and low-energy demand cellular buildings' (BIOCELL), addressing dissemination and exploitation.

assistant: **Impact**

The main objectives of this combined project are:1. To develop a new methodology for the sustainable design and construction of industrialised cellular buildings.2. To develop new industrialised modules with integrated solar thermal and solar PV components as well as built in energy efficient systems and services. The project will also consider environmental impact of materials.3. To demonstrate the use of this methodology and these new industrialised modules for engineers and architects in Europe. Two configurations of living habitats will be built.4. To make the new methodology and the new industrialised and integrated modules commercially available and to demonstrate their cost-effectiveness in the European building market.
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 'Killing Senescent Cells as a Novel Method to Eliminate Nevi' (KILNEV).

assistant: **Concept**

Melanoma is the most aggressive type of skin cancer, and its spread to distal tissues is often a death sentence.  Immunotherapies have led to increased survival rates but they are extremely expensive and efficient for approximately only 25% of patients.  Therefore research into new methods to prevent or arrest the progression of melanoma is urgently needed. Nevi are pigmented lesions on skin which consist of a clonal mass of melanocytes in a state of proliferative arrest termed ‘senescent’.  This state prevents further hyperplasia, but if mutations occur in proteins required to maintain senescence, cells can re-proliferate and progress into melanoma.  Selectively clearing senescent melanocytes may therefore be an effective strategy to improve current preventative measures against melanoma.   This project will use a combination of interdisciplinary techniques to identify and target molecular components that confer survival to senescent melanocytes.  First, I will use whole-transcriptome analysis to identify novel genes associated to cell survival.  Second, genes of interest will be validated via siRNA mediated gene silencing in vitro using techniques in molecular biology to assess viability and apoptosis.  Third, selected targets will be validated in vivo using a unique novel mouse model established in the host laboratory where nevi can be induced and senescent cells can be quantified by luminescence.  Successful identification of these targets may lead to future development of new therapies which help reduce the health and economic impacts of malignant melanoma.
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 'Computer Assisted Renewal of Classical Cartoon Animations' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The aim of CARToon project is to attract young audience to classical works. The project will develop new techniques to enhance and synthesise classical cartoon animations from original archival footage in such a way that they could compete with modern visually attractive cinematic production. The key feature of algorithms being developed will be the ability to recover implicit structural and semantic information hidden in cartoon images. Such information later allows to enhance original footage and synthesise new animations consistent with the original drawing style and with human's perception of the scene structure. Besides research objectives the CARToon project also proposes complementary training activities to develop applicant's independent research career. They include namely hands-on training on advanced technology, aim to improve writing and publishing skills, ability to lead successful research group and preparation of master degree course in English language.
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 'A next generation nanomedia that can be tailored to capture and recycle specific micropollutants in contaminated industrial waste discharge' (CGM) under Horizon 2020.

assistant: **Objectives**

Customem Ltd is a company founded in 2014 with the long term vision to harness nature’s capacity to make biomaterials to promote human health in alignment with sustainable development goals.A next generation nanomedia that can be tailored to capture and recycle specific micropollutants in contaminated industrial waste dischargeLack of access to clean water is predicted to affect 47% of the world’s population by 2030. Contamination of water supplies by micropollutants such as metal ions, pesticides and pharmaceuticals is a major contributor to this water stress. These pollutants are released by industrial processes in the textile and manufacturing industries. Existing water treatment removes 99.96% of contaminants, but does not remove the 0.04% of micropollutants. Although the remaining contaminants seem small, they are a major problem as they are exceptionally difficult to capture but also highly toxic to humans and animals. CustoMem have developed a customisable selective nanocellulose media called CustoMem Granular Media (CGM) that is bioengineered to capture and remove all micropollutants including the 0.04% that cannot currently be removed.Customers benefit from a simple, low cost, low energy solution that is low maintenance. It allows removal of all micropollutants resulting in clean water supplies. The company is headquartered in the Imperial College Incubator UK and employ 5 full time employees and multiple subcontractors. The company is currently in talks with companies in the EU who have shown an active interest in the 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: Describe how 'Removal of barriers to the development of geothermal resources in European peripheral islands' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The objective of the Proposal is to establish a strategy and an action plan and to elaborate dissemination activities towards overcoming barriers to the development of geothermal resources for electricity generation, direct uses and derived secondary uses in peripheral islands of Southern European countries (Greece, Italy, Spain). This objective will be obtained through a comprehensive assessment of these barriers, the delivery of appropriate recommendations and action plans and the implementation of dissemination activities for the selected sites.This Project must be considered as a necessary, preliminary step for the preparation of future activities of the 5th Framework Programme, such as implementation of geothermal exploitations at the selected sites. The Proposal merges partners from four European countries (France, Greece, Italy, Spain).
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 'Towards globally accessible language technology and its alignment to cultural contexts' under Horizon Europe.

assistant: **Concept**

My research project focuses on natural language processing (NLP), an area of artificial intelligence concerned with automatic interpretation and generation of human language. NLP is well-known for its widely-used applications, such as machine translation (MT), text mining, question answering or dialogue systems. Much of this technology is now powered by large language models (LLMs), such as ChatGPT, which take a natural language instruction or question as input, and generate a fluent response. Due to their impressive performance in a range of tasks and their ease of use, in less than a year they received a wide adoption in many societal contexts (education, journalism, healthcare and others), and became the central paradigm in the field of NLP. The development of LLMs, however, requires access to a vast amount of data and resources in a given language, as well as considerable computational infrastructure. As a result, these models are in practice limited to a handful of widely-spoken languages, leaving over 6,000 of the world’s languages and dialects without access to language technology. Furthermore, research on LLM alignment, which aims to ensure the safety of their use, has been almost exclusively directed toward the English-speaking world. Taken together, these problems lead to a major inequity in today’s language technology and artificial intelligence more broadly.Taking a step towards a more inclusive and equitable language technology, this project will develop a novel methodology for cross-lingual transfer of LLMs to a wide-range of (low-resource, understudied) languages and dialects, and their alignment to diverse cultural contexts. The project will, therefore, advance multilingual NLP technology, extending its reach to populations currently underserved by NLP a
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 'Demonstrating Real and Affordable Sustainable Building Solutions with Top-level whole life-cycle performance and Improved Circularity' (DRASTIC) targeting Horizon Europe.

assistant: **Abstract**

DRASTIC will pave the way for significant whole life-cycle GHG emission reduction in new construction and (deep-energy) retrofit by demonstrating affordable innovative circular solutions in 5 different geographical zones, covering different building layers (accounting for 90% of GHG emissions), raw materials (accounting for 72% GHG emissions), buildings typologies (accounting for 80% of all buildings), circular strategies (reaching up to 60% of GHG emission reduction), and local drivers. The demonstrators untap on EU scale the potential of 491 MTCO2-eq savings annually and a financial divergence potential of 33.4 B€ annually, within defined market conditions and based on circular business models. To reach this ambitious goal, 23 partners from 8 European countries collaborate, covering the entire value chain and supported by a co-creation strategy with relevant stakeholders. To assess and validate the solutions, an innovative multi-cyclic performance assessment framework will be developed and applied, integrating multi-cycle LCA, multi-cycle LCC, circularity and sufficiency for construction and building related products and components. Novel data-driven tools covering quality evaluation, thermal efficiency, automatic identification of assets and their reusability condition, multi-cycle traceability, and social acceptance will be enhanced, demonstrated and combined in a toolbox integrated in a common digital platform, going beyond a digital building logbook. High impact dissemination and communication of results/key deliverables will be led by the World Green Building Council and maximized by its global network. The DRASTIC project will contribute to the objectives of the EU by demonstrating the feasibility of promising and affordable new technologies, processes and produ
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 'Strengthening the University of Plovdiv Research Potential in Plant Systems Biology and Food Biotechnology' under Seventh Framework.

assistant: **Concept**

Currently, the University of Plovdiv (UoP) and the Faculty of Biology (FoB) is covering a wide field of research activities which can be put under the area of plant systems biology, food testing and biotechnology. It is one of the best performing research organizations in Bulgaria in its field. It hosts very well trained core staff, with researchers that have been serving different trainings and work periods in high level European universities and have good quality publications in peer review international journals. Nevertheless UoP-FoB urgently needs to keep-up with the contemporary science in the field and to strengthen its human resources capacity and research infrastructure. The main opportunities would be more and better trained staff, better connections and dissemination of results, leading to the upgrading to a larger, better organized and much stronger research infrastructure with significant regional impact on the industry and strong partnership with leading EU research institutions. The objective of this project would be also to further consolidate the full research capacities of the UoP-FoB with the support from affiliated scientists from two other Faculties by supporting its action plan for future development in one general field which has been under development for the last 15 years by different research groups. Strong cooperation with regional SMEs and food industry as a whole would be another important objective, achieved both by inclusion of SMEs in the project team and external support from the major industry players in the country in the field of Plant and Food Biotechnology. This will be achieved by acquiring of new equipment, series of mobility of the scientists in different high quality European research institutions, secondment periods of prominent
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 'Automated correction methodologies for the design of high performance modern microprocessor integrated chips' (DEBUG), addressing dissemination and exploitation.

assistant: **Impact**

Computer VLSI chips prevail in nearly every aspect of the daily lives of modern Europeans. The respective industry is also an integral part of the prosperity of the EU economy.Every modern electronic device (computers, phones, satellites, medical devices, automobiles, etc) contains a number of integrated circuits (or chips) comprised of hundreds of millions of nanoscale size functional elements in a very small silicon area.Due to reliability and strict time-to-market concerns, the community is challenged to design such complex devices, remain competitive and guarantee their correct functionality.This project encompasses three targets.- First, it will develop state-of-the-art automated tools to enhance the verification process by debugging errors in real industrial designs. It will also examine the possibility to commercialize these results with European industry. To do this, we collaborate with two major industrial partners, OneSpin Solutions (Infineon) in Munich and Intracom Telecom in Greece.- As such, the second target will bring closer the industry to academia and it will develop an FPGA-driven state-of-the-art laboratory to train new workforce.- As a third target, this project will assist the PI, who has a 15 years education and work experience in top places in N.America and who assumed a full-time position in a European institution, to reintegrate back with the EU research workforce and strengthen ties with European 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 'Expected Impact' section for the project 'Basic research on duct acoustics and radiation' (DUCAT), addressing dissemination and exploitation.

assistant: **Impact**

Objectives and content Objectives and content Since fan noise will be a major contributor to the exterior noise of Very High By-pass Ratio (VHBR) and Ultra High By-pass Ratio (UHBR) turbofans, aerospace industry is planning to introduce new nacelle noise reduction technologies as adaptive and active liners (actuators). Optimisation of these reduction means requires a thorough understanding and accurate description of the sound propagation in ducts. Therefore, the main goal of DUCAT is to develop, extend and validate computational methods for the propagation and radiation of fan noise, including the effects of acoustic liners. A number of relevant aspects of this topic are not covered by the computation models existing today. Duct acoustics design tools have to be reliable, accurate, fast and versatile. According to aerospace industrial needs, these models should ideally be able to handle:  realistic nacelle geometries and non-uniform flow (in intake and by-pass duct), - non-uniform acoustic liners and duct wall mounted actuators,  radiation into the far field,  realistic frequencies and Sound Pressure Levels.  Within short terms, it is not expected that all aspects can be addressed with a single model. Therefore in DUCAT a small number of numerical models (Finite Element (FEM), Boundary Element (BEM), coupled FEM/BEM, a non-linear propagation model and a ray-acoustics model) will be developed covering the whole frequency range of interest for fan noise (kRmax = 100). Focal points for the various models will be:  for the BEM-model: acoustic radiation and the inclusion of non-uniform (potential) flow,  for the 3D-FEM-model: acoustic radiation in sheared exhaust flow and 3-D nacelle geometry,  for the coupled 3-D FEM/BEM model: influence of boundary layer flow on the effec