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

user: Describe the specific objectives and expected outcomes for 'LIVESAILING FOR PROFESSIONALS' in the context of a Seventh Framework call.

assistant: **Objectives**

LiveSailing for Professionals (LS4P) is an innovative GNSS service application targeted to sailing professionals.In the past years, BeTomorrow has been developing intensively the LiveSailing Mass Market edition for sailing event broadcasting. But the standard GPS terminals commonly used by BeTomorrow revealed not to offer enough positioning accuracy and reliability to meet more severe requirements than the ones needed for race event broadcasting.The future availability of the EGNOS and European GNSS systems now paves the way for much more precise and reliable positioning capabilities which offer in turn new perspectives for the development of a range of innovative LiveSailing for Professionals applications:High precision and reliable positioning systems will allow to monitor and to record in a fully synchronized mode, on a continuous basis and all along the race duration all the parameters of the race and racing site.The LiveSailing for Professionals system will then become part of the official racing chronometers which will be used by regattas organizers to detect wrong departures and to certify boats ranking.Back to the shore, the sailors and their coaches will also be able to replay the whole race to assess how far they have been from the maximum theoretical performance of their boats. They will also be able to compare their trajectory with an ideal one to be computed from the real measurement of wind and sea conditions all along the race duration.BeTomorrow and Septentrio will bring into the project, their technological excellence in multimedia platform management and in high end GNSS systems. The Olympic British Team will behave as a key representative end-user.The project is strongly supported by the official timekeeper of the LONDON OLYMPIC GAMES.
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 'Development of origin labbelled products: humanity, innovation and sustainibility' under Fifth Framework.

assistant: **Concept**

DOLPHINS are proposed to ease and strengthen the exchanges of the scientific results of European researches on agro-food Origin Labelled Products (Lops). The objectives are those of understanding characteristics, evolution, problems and opportunities for Lops, provide tools for an assessment of public policies concerning Lops, provide relevant recommendations to the EU to support the negotiations regarding the protection and promotion of Lops in the forthcoming Stroud. These objectives will be achieved through the setting-up of a network of scientists carrying out researches on Lops; the activation of dissemination instruments to meet the needs of all the operators involved in Lops (policy-makers, researchers, firms etc.). The main outputs will be a Report noels Characteristics and Opportunities; a Report on policies Effects on Lops; document to support the next WTO Round; a WEB site easing the dissemination.
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 'Boosting the implementation of participatory strategies on separate paper collection for efficient recycling' (IMPACTPapeRec).

assistant: **Innovation**

The European paper industry is at the core of the bioeconomy, using wood, a renewable material, and Paper for Recycling (PfR) as its main raw materials for producing paper products. This industry is a strategic sector in the EU economy, actively contributing to the re-industrialisation of Europe. Currently, the production of paper and board in the EU is 91 tonnes per year, while PfR represents 63%. The contribution of PfR has increased over the last few years (from 25 t to 40 t).This increase in the availability of PfR has not taken place in all EU states, and this is especially true in Eastern European countries. Besides, although high collection rates are achieved, the quality of this material does not always meet the requirements of paper recycling. Both facts make difficult to keep up with the increases in PfR collection rates observed over the last few years if specific actions are not taken.IMPACTPapeRec aims to put Europe at the forefront of PfR collection, ensuring raw material procurement from mainly European sources through an innovative approach based on the participation of the whole paper value chain including citizens and municipalities, which is also open to other sectors. Main objective is to provide an innovative and common knowledge platform, which will enable present and future cooperation. Analysis on best practices in PfR collection and assessment procedures are delivered, considering specific local conditions. They will encourage reliable decisions and make solutions available to decision-makers ensuring the procurement and supply of PfR in Europe through the improvement of municipal paper collection. Medium-long results are: increases in PfR collection (up to 75%); 1.57 Mt/year and raw material savings of €385 million.This proposal has positive su
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 'DYnamic control in hybrid plasmonic NAnopores: road to next generation multiplexed single MOlecule detection' in the context of a Horizon Europe call.

assistant: **Objectives**

In the quest to develop platforms to decipher the information in biomolecules there is an increasingly demand for techniques that are capable of identifying specific biomolecules at the smallest possible concentration, controlling their capturing and movement at the nanoscale. Nanopore sequencing is a key technology to drive this progress, and solid-state nanopores can be a major technological player. In the field of solid-state nanopores, many challenges remain in particular toward i) design and fabricate nanopore with size comparable to biological pores, ii) dynamic control of single molecule translocation, and iii) multiplexed read-out. Progress toward integrated platforms where both solid-state and biological nanostructures are implemented has been brought by the development of functional nanomaterials and DNA nanotechnology, able to address the importance of nanoscale precision in nanopore platforms with the potential to surpass the performance of biological nanopores. Yet, the integration of biological and synthetic nanomaterials is technically challenging, and their use to fully control and measure single molecule is far from real-world applications. DYNAMO is designed as an innovative research and training network, where we will recruit 10 Researchers to work toward the ambitious goal of developing the next-generation single molecule technologies exploiting hybrid DNA and metallic nanostructures. The network brings together a unique team of 8 world-leading academics and 1 high tech innovative company at the forefront of optical spectroscopy, DNA nanostructures, nanopore technology developments, single molecule detection and control, and biotech real-world applications. DYNAMO will establish an intersectoral training and research programme at the physics/chemistr
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 'Kabbalah, Philosophy, and Power in the 14th and 15th Centuries Iberian Peninsula'.

assistant: **Innovation**

In the two centuries leading up to the Expulsion from the Iberian Peninsula, Jewish communities continuously grappled with internal discord and shifting relationships with Christian rulers and Muslim neighbours. Internally, two significant intellectual divisions took shape: one targeted the nature of knowledge, setting philosophers against kabbalists; the other revolved around the interpretation of Jewish law, split between advocates of symbolic exegesis and proponents of literalism. Additionally, a parallel rift rooted in demographic factors between Jews steeped in Islamic traditions—emphasizing philosophical speculation and esoteric imagery—and those from central European regions—primarily invested in Talmudic studies and pietistic spirituality—increasingly overlapped those intellectual divides. Externally, these same communities were wrestling with the rise of Christian dominance and the waning of Islamic culture. All these tensions are embodied by the Banū Waqār family. Andalusian in origin, they lived in various cities, served the crown, and authored works in different languages on varied subjects. They reached their literary peak with Joseph b. Abraham’s massive yet little-explored “Conciliatory Treatise between Philosophy and Tradition”. This Judæo-Arabic work aimed both to address the pressing intellectual challenges and to mend the communal fabric. KaPP will unfold in two phases: first, a historical exploration of the Banū Waqār family, examining their contributions to the landscapes they inhabited; second, an analysis of the philosophical depth and political ramifications of Joseph’s magnum opus. Through this bifocal lens, KaPP seeks to redefine our understanding of the interplay between these conflicts, illuminating the critical roles that philosophers, kabba
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 'Explainable Trustworthy brain-like AI for Data Intensive Applications' (EXTRA-BRAIN) under Horizon Europe.

assistant: **Objectives**

In parallel to the current developments in the so-called narrow artificial intelligence (AI) realm, there is an urgent demand for more universal, general AI approaches that can operate across a wider spectrum of application domains with varying data characteristics. It is expected that the emerging sustainable AI methods can be efficiently deployed in the edge-cloud continuum on different hardware platforms and computing infrastructure depending on the real-world task scenarios and constraints including the limited energy budget. In response to this growing demand and emerging trends we propose to adopt a brain-like approach to AI system design due to its promising potential for functional flexibility, hardware friendliness as well as energy efficiency among others. To this end, EXTRA-BRAIN is aimed at developing a new generation of AI solutions based on brain-like neural networks that enable us to overcome key limitations of the current state-of-the-art methods, exemplified by deep learning, such as limited cross-task generalisation and extrapolation to novel domains (bounded reliability), excessive dependence on costly annotated data as well as extensive training and validation processes with heavy demand for compute resources at high energy cost, to name a few. The core brain-like neural network design in our approach derives from the accumulated computational neuroscience insights into the brain's working principles of information processing, key learning schemes and neuroanatomical structures that underlie the brain's perceptual/cognitive phenomena and its functional flexibility. Furthermore, these novel models are supported by data optimisation pipelines, which improve data quality, security and reduce the costs of assembling suitable training data, and an explain
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 'Business Innovation Support Network for the Czech Republic – Enhancing the innovation management capacities of SMEs by EEN in 2017-2018'.

assistant: **Concept**

BISONet PLUS2 ENH project aims at enhancing innovation capacities of Czech SMEs – Czech SME Instrument beneficiaries and Czech SMEs with high potential for growth.  Consortium implementing the project is composed of 2 EEN partner organisations – TC AV CR being the coordinator and JIC being a partner of the project. TC AV CR and JIC will deliver both type of services „Key Account Management services for SME Instrument beneficiaries“ and service „Enhancing innovation management capacities of SMEs“. The total number of service packages to be delivered within the BISONet PLUS2 ENH project is 96 – 88 service packages is dedicated for „Enhancing innovation management capacities of SMEs“ and 8 for delivering KAM services to SME Instrument beneficiaries. The tool to be used to identify needs of SMEs and gaps in innovation management will be „smE-MPOWER Business Innovation Roadmap methodology”.


**Keywords:** Innovation management, SME Instrument, Enterprise Europe Network
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 'Sweet Theranostics in Bitter Infections - Seek and Destroy' under Horizon 2020.

assistant: **Concept**

Bacterial infections are now a global threat demanding novel treatments due to the appearance of resistances against antibiotics at a high pace. The ESKAPE pathogens are those with highest importance in the EU and chronic infections due to biofilm formation are a particular task. Noninvasive pathogen-specific imaging of the infected tissue is not clinically available. Its successful implementation will enable the choice of appropriate therapy and boost efficacy. Furthermore,Gram-negative bacteria have a highly protective cellular envelope as an important resistance mechanism for drugs acting intracellularly, resulting in an alarmingly empty drug-pipeline.To overcome this gap, I will establish Lectin-directed Theranostics targeting pathogens via their extracellular carbohydrate-binding proteins at the site of infection for specific imaging and treatment. This will be implemented for the highly resistant ESKAPE pathogen Pseudomonas aeruginosa through 3 different work packages.WP1 Sweet Imaging: Design & conjugation of lectin-directed ligands to imaging probes, Optimization of ligand/linker, in vivo proof-of-concept imaging study.WP2 Sweet Targeting: Delivery of antibiotics to the infection through covalent linking of lectindirecting groups. Employing different antibiotics, assessment of bactericidal potency and targeting efficiency. Manufacturing of nano-carriers with surface exposed lectin-directed ligands, noncovalent charging with antibiotics. In vitro and in vivo targeting.WP3 Sweet SMART Targeting: Conjugates as SMART drugs: specific release of anti-biofilm lectin inhibitor and drug cargo upon contact with pathogen, development of linkers cleavable by pathogenic enzymes.SWEETBULLETS will establish fundamentally novel lectin-directed theranostics to fight these delete
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 'Meiosis in barley: Mixing it up' (MEIOBARMIX) targeting Horizon 2020.

assistant: **Abstract**

Progress in plant breeding towards superior varieties relies on selecting favourable traits after creating genetically diverse material. This is primarily achieved by homologous recombination (HR) during meiosis, when programmed DNA double strand breaks (DSBs) are alternatively repaired as crossover (CO, resulting in new parental chromosome combinations) or as non-crossover (NCO, restoring the previous situation). In cereal crops such as barley, recombination by CO occurs mainly near chromosome ends leaving the main body of genetic material untouched. NCO repair can also result in NCO gene conversion (NCO-GC), non-reciprocal exchange of short DNA stretches between alleles. More than 90% of meiotic DSB repair results in NCO, and NCO-GCs are typically not considered in breeding practices as little is known about their tract length, frequency or formation mechanism.MEIOBARMIX aims at uncovering new strategies and developing novel tools to increase and redirect meiotic HR outcome to improve and accelerate plant breeding. Based on novel and high throughput single pollen nuclei genotyping tools, NCO-GC frequency, length, and sequence context and their potential as natural source of genetic variation will be determined. Using the power of a forward genetic approach in Arabidopsis, components regulating the formation of a NCO-GC and/or CO will be identified and genome editing tools will be used to explore novel strategies for site-specific DSB induction as trigger for targeted meiotic recombination. Moreover, novel virus-based tools and ‘stresses’ will be employed to modify the barley recombination landscape. This study will provide ground-breaking results regarding the role of NCO-GCs for genome diversity, explore the feasibility of novel targeted meiotic recombination approac
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 'Clonal analysis in pancreatic development, differentiation and carcinogenesis' (PanClon).

assistant: **Innovation**

The knowledge about pancreas development and the establishment of pancreatic cell lineages has exploded in recent years. These studies are important in developing strategies for regenerative medicine. On the other hand, pancreatic ductal adenocarcinoma (PDAC) is the tumor with the worst prognosis in humans: its incidence rate is equivalent to its mortality rate, with a median survival of less than 6 months. In this project, we will use retrospective clonal analysis to analyze the clonal structure of the mouse pancreas. Unlike other lineage tracing studies, the technique proposed allows the analysis of individual, low-frequency, clones. By doing this we pretend to dealwith questions such as clonality, clonal size and clonal variation in the embryonic pancreas. Moreover, we aim at developing strategies to analyze quantitatively the adult pancreas, not only in normal conditions but also in situations where the pancreas structure is disrupted by disease. We will thus use models of experimental pancreatitis. In the final step of this project, we pretend to set up the basis to use our clonal approach with murine PDAC murine models, using both genetic mouse models and carcinogen treatment. The work will impy two host groups with distinct and complementary expertise: developmentl biology and pancreas cancer biology. This kind of approach will become important in cancer research in the future in order to understand clonal evolution. The proposed project builds on the experience of the candidate and will allow him to acquire new expertise in cancer biology in order to establish his scientific career in the future.
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 'Self-AwaRe NEuromorphic ArChiTectures: Security, Reliability and Energy-Efficiency' in the context of a Horizon Europe call.

assistant: **Objectives**

Self-awareness in humans is a natural tendency. This self-awareness is processed by the human brain based on various inputs received from the body's sensory systems. Mimicking this functionality on an electronic platform, also known as neuromorphic computing, can result in highly intelligent machines that could be utilized in many day-to-day activities. These activities range from autonomous cars to smart navigation assistants. However, neuromorphic computing faces several challenges, including energy efficiency, reliability, and security. In the REACT MSCA Doctoral Network project, we aim to develop a neuromorphic platform that is self-aware from the perspectives of energy efficiency, security, and reliability. The project seeks to train 15 early-stage researchers (ESRs) in interdisciplinary domains such as material science, device physics, computer architecture, hardware prototyping, compilers, simulation and emulation frameworks, security, reliability, and verifiability. The REACT doctoral network is a carefully designed training program where ESRs will receive mentorship from leading academics and industry partners. Additionally, ESRs will gain expertise in scientific writing, ethics, research principles, time management, and entrepreneurship. The REACT project is committed to enhancing the skills of ESRs through research-intensive training. By the end of the REACT project, we envision new opportunities for ESRs to thrive in their respective careers, with REACT serving as the ideal launchpad.


**Keywords:** self-awareness, emerging technologies, security, reliability, energy efficiency