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 'Patterns and processes of salmonid diversification in Europe's oldest body of freshwater, Lake Ohrid' (SALMOHRID), addressing dissemination and exploitation.

assistant: **Impact**

Fishes of the family Salmonidae hold the highest economic, ecological and evolutionary interest among all temperate freshwater fishes. While the bulk of European research focuses on a few widespread commercially important species like brown trout, Arctic char and European grayling, little attention has been given to almonds in the Balkan Peninsula, one of the most important centres for evolutionary radiation of European fauna and flora. The region also contains the most unique yet understudied freshwater habitat in Europe, Lake Horrid. Lake Horrid is Europe's oldest lake, believed to have been formed as early as the Tertiary period. As it was never affected by Pleistocene glaciations, highly unique flora and fauna characterize it. Such large relict lakes provide superb natural laboratories for studying the evolution of biodiversity. Young pairs of sympatric salmon species are frequently observed in lake systems and Lake Horrid is no exception. For example, at least five endemic species of Salmon (trout and salmon) have been described though none with modern approaches. This project seeks to comprehensively describe the pattern and ongoing process of salmon diversification, and the uncertain, unknown, and cryptic diversity within and near Lake Horrid. Using molecular genetic and morphological tools and accompanying statistical approaches, this diversity will be assessed as well in terms of its underlying historical and contemporary causes. Additional inferences on the modes and mechanisms of lake community diversification will be drawn through comparison with other ancient systems, namely Lake Balkan and Lake Tanganyika. The project will contribute to the objectives of the Biodiversity and Ecosystems" area (Sustainable development, global change and ecosystems) announced
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 'Photonic Integrated Circuits Accessible to Everyone' (PICs4All).

assistant: **Innovation**

The prime objective of PICs4All is to increase the impact of photonics and enable access to the advanced photonic integrated circuit (PIC) technologies for academia, research institutes, SMEs and larger companies. This will be achieved by establishing a European network of Application Support Centres (ASCs) in the field of PIC technology. The main task of the ASCs is to lower the barrier to Researchers and SMEs for applying advanced PICs, and thus to increase the awareness of the existence of the worldwide unique facility provided by JePPIX (InP and TriPleX PIC design, manufacturing, testing and packaging).The main objectives of PICs4All are: active scouting opportunities for the use of PICs; promoting the use of the PIC platforms; strengthening Europe’s industrial lead in the business of integrated photonics; bringing together academia to explore photonics and promote its critical importance. These will be achieved by: reaching out to potential users that are not yet aware of the benefits of PIC’s; organizing PIC design courses, workshops; connecting users to optical chip designers; assisting access to Multi-Project Wafer runs for PIC fabrication; actual supporting in layout design and testing of prototype PICs. All the activities are advocated by publicity e.g. newsletters, application notes and participation in conferences and exhibitions.PICs4All ASCs will actively support users in taking full advantage of the PIC-technology and its deployment in existing and new applications. For this reason it combines the two targets of an EC supported CSA, i.e. enabling the access to advanced design, fabrication and characterisation facilities, and stimulating the innovation potential of users, esp. SMEs, by supplying hands-on support in developing their business cases. All this
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 'The multi-proxy study of Chilean fjord sediments: a high-resolution record of climate variability in South America since the end of the last glacial maximum' (CLIVASA) under Sixth Framework.

assistant: **Objectives**

Several recent studies have demonstrated that climate records from Antarctic ice cores are clearly asynchronous with the rapid changes of the Northern Hemisphere. However, paleoclimate data from the rest of the Southern Hemisphere yield conflicting interpretations of interhemispheric synchrony/asynchrony of the climate system. In order to better understand the paleoclimate relationships between the Northern and Southern hemispheres, high-resolution and well-dated paleoclimate data from key-locations of the Southern Hemisphere are needed.Due to their intermediate location between the terrestrial and marine realms of South America, the sediments deposited in the Chilean fjords (45-55°S) contain a high-resolution record of climate change and paleoceanographic conditions since the end of the Last Glacial Maximum. In this project, we propose to reconstruct past climate changes in Southern Chile by a sedimentological, geochemical and mineralogical study of three long sediment cores collected in 2005 in carefully s elected Chilean fjords.Several proxies will be studied in order to estimate the proportion of terrestrial and marine constituents and to determine the intensity of the terrestrial runoff which is directly linked to the amount of precipitation in the Andes: bulk geochemistry (XRF core scanner with calibration of the data by ICP-AES), geochemical properties of the organic matter (C/N, d13C, d15N), grain size (laser particle analyser) and clay mineralogy (X-ray diffraction). This approach applied to three AMS radiocarbon dated long cores collected along a N-S transect will provide new paleoclimatic and paleoceanographic data that will then be used to discuss the interhemispheric synchrony/asynchrony of the climate system.
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 'Creative Undoing and Textual Scholarship: A Rapprochement between Genetic Criticism and Scholarly Editing' (CUTS) under Seventh Framework.

assistant: **Objectives**

In the past few decades, the disciplines of textual scholarship and genetic criticism have insisted on their respective differences. Nonetheless, a rapprochement would be mutually beneficial. The proposed research endeavours to innovate scholarly editing with the combined forces of these two disciplines. Since genetic criticism has objected to the subservient role of manuscript research in textual criticism, the proposed research suggests a reversal of roles: instead of employing manuscript research with a view to making an edition, an electronic edition can be designed in such a way that it becomes a tool for manuscript research and genetic criticism. The research hypothesis is that such a rapprochement can be achieved by means of an approach to textual variants that values creative undoing (ways of de-composing a text as an integral part of composition and literary invention) more than has hitherto been the case in textual scholarship. This change of outlook will be tested by means of the marginalia, notes and manuscripts of an author whose work is paradigmatic for genetic criticism: Samuel Beckett. His manuscripts will serve as a case study to determine the functions of creative undoing in the process of literary invention and its theoretical and practical implications for electronic scholarly editing and the genetic analysis of modern manuscripts. Extrapolating from this case study, the results are employed to tackle a topical issue in European textual scholarship. The envisaged rapprochement between the disciplines of genetic criticism and textual scholarship is the core of this proposal’s endeavour to advance the state of the art in these disciplines by giving shape to a new orientation within scholarly editing.""
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 'MachIne learning for embedded programs optimization' (MILEPOST) targeting Sixth Framework.

assistant: **Abstract**

The overall objective of this project is to develop compiler technology that can automatically learn how to best optimise programs for reconfigurable heterogeneous embedded processors. If successful we will be able to dramatically reduce the time to market of reconfigurable systems. Rather than developing a specialised compiler by hand for each configuration, our project will produce optimising compilers automatically.Current hand-crafted approaches to compiler development are no longer sustainable. With each generation of reconfigurable architecture, the compiler development time increases and the performance improvement achieved decreases. As high performance embedded systems move from application specific ASICs to programmable heterogeneous processors, this problem is becoming critical.This project explores an emerging alternative approach where we use machine learning techniques, developed in the artificial intelligence arena, to learn how to generate compilers automatically. Such an approach, if successful, will have a dramatic impact on reconfigurable systems. This means that for a fixed amount of design time. We can evaluate many more configurations leading to better and more cost-effective performance. If successful, this will enable Europe to increase its dominance in this critical emerging 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'FMD and CSF coordination action' (2002-2006).

assistant: **Innovation**

This coordination action will gather and share information relevant to the control of two of the most important OIEList A diseases - foot-and-mouth disease (FMD) and classical swine fever (CSF), both of which have causeddevastating outbreaks of disease in Europe and continue to pose a serious threat to our livestock industries. Thenetwork of national reference laboratories (RL) for these diseases will be strengthened by creation of acoordination unit with the resources to establish a web-based central network resource, to invite partners andassociated partners to working groups, and to analyse the information obtained so that reports, manuals andrecommendations of significance for EC and international policy development and implementation can bedelivered. Currently the collaborative actions between FMD and CSF laboratories are heavily reliant on a handfulof individuals from RL, who attempt these activities on a poorly coordinated, and part-time basis.Development of consensus scientific opinion is constrained by the lack of network resources to adequatelyreview technical progress and implications for disease management, or to gain wider stakeholder acceptance orinvolvement in the scientific process. The coordination unit will delegate tasks to the many experts that exist innatioanal RL in Europe, and bring in expertise from outside Europe and from scientists with complementaryknowledge. It will facilitate processes for technical information exchange and review, using innovative virtual(online) consultation fora, and wider participation in scientific review. Other systematic improvements to science-policy dialogue should occur through involvement of EC, OIE and EUFMD/FAO on the steering group.Theproject will focus upon the coordination of research, global disease surveill
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 'PRedictive In-silico Multiscale Analytics to support cancer personalized diaGnosis and prognosis, Empowered by imaging biomarkers' (PRIMAGE), addressing dissemination and exploitation.

assistant: **Impact**

PRIMAGE proposes a cloud-based platform to support decision making in the clinical management of malignant solid tumours, offering predictive tools to assist diagnosis, prognosis, therapies choice and treatment follow up, based on the use of novel imaging biomarkers, in-silico tumour growth simulation, advanced visualisation of predictions with weighted confidence scores and machine-learning based translation of this knowledge into predictors for the most relevant, disease-specific, Clinical End Points.PRIMAGE implements a hybrid cloud model, comprising the of use of open public cloud (based on EOSC services) and private clouds, enabling use by the scientific community (facilitating reuse of de-identified clinical curated data in Open Science) and also suitable for future commercial exploitation.The proposed data infrastructures, imaging biomarkers and models for in-silico medicine research will be validated in the application context of two paediatric cancers, Neuroblastoma (NB, the most frequent solid cancer of early childhood) and the Diffuse Intrinsic Pontine Glioma (DIPG, the leading cause of brain tumour-related death in children). These two paediatric cancers are relevant validation cases given their representativeness of cancer disease, and their high societal impact, as they affect the most vulnerable and loved family members.The European Society for Paediatric Oncology, two Imaging Biobanks and three of the most prominent European Paediatric oncology units are partners in this project, making retrospective clinical data (imaging, clinical, molecular and genetics) registries accessible to PRIMAGE, for training of machine learning algorithms and testing of the in-silico tools´ performance. Solutions to streamline and secure the data pseudonymisation, extraction,
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 'Customised Laser-assisted Plasma Arc Welding of Light Alloys and Steels' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

CLAIM will provide a new sheet metal welding technology to enhance and strengthen the ability of European SMEs to increase their research and innovation capacities. The project will bring the participating industry partners closer to the research and academia community by developing and integrating a new welding process in their corresponding machines in cooperation with research institutes. The new process is based on a common plasma welding process which will be stabilised by laser radiation. Because of the stabilisation effect from the emitted laser radiation the SME users will be able to achieve the requirements of the industry to faster and energy efficient production without compromising in quality. Therefore they will become more competitive to compete in the global market. The CLAIM process will reduce process times, enhance the manufacturer’s flexibility to produce customized products and as a result of the higher feed rates the heat input will be low which leads to degrade heat distortion and reduces the reconditioning. To achieve a high degree of efficiency, off-line programming methods will be applied to the corresponding machines of the SMEs. The integration of the process and offline programming will reduce setup-times significantly. A benchmarking system will offer the ability to detect the best processing strategy dependant on the work piece geometry, which will reduce non-productive processing times. In the CLAIM project the new technology will tackle common and complementary plasma welding problems and will demonstrate a clear exploitation potential for the SMEs.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Phonemic representations in speech perception and production: Recalibration by reading acquisition' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The main goal of this project is to demonstrate that reading acquisition (RA) drastically reshapes our phonemic inventory, and to investigate the time-course and fine-grained properties of this recalibration. The main innovative and ground-breaking aspect of this project is the merging of two research fields, (1) reading acquisition and (2) phonemic recalibration, together with a deep and extensive exploration of the (3) perception-production link, which results in a new research line that pushes the boundaries of our understanding of the complex interactions between auditory and visual language perception and production. We will demonstrate that phonemic representations (PRs) become more stable (less dispersed) during the process of learning to read, and that this recalibration varies according to the grapheme-phoneme conversion rules of the reading system. We will explore such recalibration by means of the first cross-linguistic longitudinal study examining the position and dispersion of PRs, both in perception and production of phonemes and words. Secondly, we will explore how recalibration develops when RA is impaired as is the case in dyslexic children –informing the research field on (4) dyslexia– and when pre-reading PRs are unstable as is the case in deaf children with cochlear implants –informing the research field on (5) deafness. Finally, the research will also be extended to PR recalibration during RA in a second language –informing the research on (6) bilingualism. This proposal provides the first systematic investigation of phonemic recalibration during literacy acquisition, and will provide important insight for pragmatic research and theoretical accounts of language perception and production and phonemic recalibration. This project will also have major i
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 'Combinatorial synthesis of peptide arrays with a laser printer' (PEPLASER).

assistant: **Concept**

Our particle-based method allows us to synthesise high complexity peptide arrays by combinatorial synthesis and for an unrivalled prize. We plan to further develop this new technology up to the level of robust prototype machines, and mate it to bioinformatics and readout tools. Together, our procedure(s) should boost the field of proteomics in a similar way as the lithographic technologies did with the field of genomics. Central to our novel method are the activated chemical building blocks that are “frozen” within solid amino acid particles. Thereby, we can use a colour laser printer to send them to defined addresses on a 2D support, where the particles are simply melted to induce a spatially defined coupling reaction of now freed amino acid derivatives. By repeated printing and melting cycles this simple trick yields high complexity peptide arrays. Based on existing pre-prototypes, we will develop a user-friendly peptide laser printer that spatially defined addresses our 20 different amino acid toners in high resolution to a support (WP1), and a scanner that especially fast and sensitive reads out the large formats delivered by the peptide laser printer (WP2). The increased production of amino acid toners and array supports are other bottlenecks in the output of peptide arrays that are tackled in WP3. This should allow us to increase the output of individual peptide spots from currently 0,5 Million to >10 Million peptides per month. Finally, to foster a market for high complexity peptide arrays, we will work out paradigmatic application examples in WP4. These aim to directly screen for antibiotic or apoptosis inducing D-peptides, and for the comprehensive readout of the different antibodies that patrol the serum of autoimmune patients. Based on user-friendly prototype
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 'Improved decision-aid methods and tools to support evaluation of investment for transport and energy networks in Europe', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The key objective of EVA TREN is to further develop appraisal methods for large infrastructure projects in the development of trans European networks (TEN). The proposal has been tailored taking into account Community objectives, obligations and tasks in the field of both transport and energy. EVA TREN method and work programme are based on two pillars:- Competent desk work to review approaches and experience in prioritising and monitoring the implementation of large infrastructure projects at both member states and international agencies in Europe and outside;- Systematic, in-depth comparison of ex ante and ex-post appraisals of a limited number of large TEN infrastructure projects.