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 'Iwasawa theory of elliptic curves and the Birch–Swinnerton-Dyer conjecture' (IwCMEBSD), addressing dissemination and exploitation.

assistant: **Impact**

The Birch–Swinnerton-Dyer conjecture is a Millenium Prize Problem and is unquestionably one of the most important open problems in mathematics. It concerns elliptic curves E, which are indispensable in today’s society as they are extensively used in the form of cryptography. Iwasawa theory proved to be an extremely powerful tool in modern number theory, and it serves as a bridge between the two mysterious mathematical objects appearing in the conjecture (the Tate–Shafarevich group and the complex L-series) which are completely different in nature, by allowing us to study it at one prime number at a time.In this proposal, E will have complex multiplication, since their L-series are known to be defined at the critical point. The classical theory only deals with odd primes p. Even though p = 2 is the most interesting prime for the conjecture, it is always omitted because of serious technical difficulties, preventing classical methods from obtaining the full conjecture for any curve. Furthermore, E is always defined over the rational numbers or the field K of complex multiplication. A main reason for this is that the Iwasawa modules are not semisimple at p = 2 and p dividing the class number h of K. I will explore and apply the full force of Iwasawa theory and aim to include the eschewed prime. This is made possible by my recent results on an Iwasawa main conjecture at p = 2 and the vanishing of Iwasawa μ-invariant. The first research project deals with a family of elliptic curves which are defined over extensions of K. For these curves, I propose to show the p-part of the Birch–Swinnerton-Dyer conjecture for ordinary primes p, which include p = 2 and p dividing h. The second project explores noncommutative Iwasawa main conjecture at p = 2 by combining the early works of Co
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 'COOrdinating and Piloting actions towards ERA-hubs as inTer- and intra-regional Ecosystems for knowledge production' (COOPERATE) under Horizon Europe.

assistant: **Objectives**

COOPERATE overall objective is to develop and pilot the ERA Hub concept based on the vision and success stories developed within the EuroTech Universities Alliance and their R&I ecosystems. The overall approach revolves around co-creation Arenas in which ecosystems and a broader community of quadruple helix actors can interact. The piloting phases of the project’s implementation are expected to test the approach and pave the way for its consolidation and replication phase. The approach follows a mechanism in which leverage is sought to engage a broad range of stakeholders, activate cross-fertilization, facilitate mutual understanding, create intertwining cooperation, and jointly develop innovative ideas for shaping the ERA Hub framework model for further piloting and validation. The intended ERA Hub model builds on lines of action (e.g. access to knowledge and talents) which gather a set of initiatives/projects to animate the actors and stakeholders and operate the ecosystem around common priorities (i.e. strategic multi-annual roadmap) which reflect the mission-based approach. In this framework the key exploitable results include: 1) The ERA Hub model and associated PLAYBOOK, TOOLBOX and PLATFORM with compliance criteria to develop the ERA Hubs network; 2); the Policy Recommendations and content from co-creation activities.The consortium is aware that the outcome of the project is supporting the EC roadmap towards the launch of ERA Hubs as flagship initiative in Europe to boost the ERA, beyond the scope of the project. Tailor made communication, dissemination and exploitation actions will therefore create awareness and engagement within regional ecosystems in EU, building consensus in a close dialogue with EU and national/regional institutions. In particular two large
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 Europe proposal for the project 'SPAR: Smart Photonic fibre sensing and digital twin for Advanced energy stoRage systems'.

assistant: **Objectives**

This SPAR project seeks to revolutionise the safety, efficiency, and performance of advanced energy storage systems, with a primary focus on batteries. As energy storage is critical to the renewable energy transition, the SPAR project addresses key challenges such as real-time monitoring, predictive maintenance, and lifecycle optimisation by integrating advanced photonic fibre sensing technologies with cutting-edge digital twin methodologies. By embedding smart photonic fibre sensors directly into battery systems, SPAR enables robust, high-resolution, distributed, and real-time monitoring of critical parameters, including internal/external temperature, pressure, cell expansion, state of charge estimation and state-of-health, at both the cell and pack levels. These data streams are harnessed within a dynamic digital twin framework, creating a virtual replica of the battery system to enable predictive analytics, early fault detection, and enhanced performance management. This integrated approach significantly enhances battery safety, extends operational lifespan, and optimizes energy storage efficiency for applications ranging from grid-scale storage to electric vehicles. Through collaboration between academic institutions, industry leaders, and end-users, SPAR is poised to set a new standard in battery management systems, contributing to Europe’s leadership in sustainable, intelligent energy technologies. By driving innovation at the intersection of photonics, Internet of Things (IoT), and Artificial Intelligence (AI), SPAR supports European goals for clean energy, decarbonization, and technological resilience, ensuring the reliable and sustainable operation of next-generation energy storage systems.


**Keywords:** Energy Storage,  Optical Sensing,  Digital Twin,  Machi
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 'Developing an Improved High Level 2nd Stage Regulator for Scuba Divers'.

assistant: **Objectives**

Professional scuba divers dive to great depths (≤60m) to carry out their work. This creates a need to regulate air pressure from the breathing tanks to ensure that divers maintain the same breathing effort as they descend. Failure to effectively regulate pressure leads to cardiovascular related fatalities (25% of scuba fatalities) fatigue and toxic gas related fatalities (20% of fatalities). Professional divers use high level 2nd stage pressure regulators to regulate inhaled air pressure. Unfortunately, current regulators are unreliable and very costly. Approximately 35% of all scuba fatalities are due to equipment failure. The regulators are very delicate and maintenance intensive devices requiring complete systematic service and replacement of parts at least twice a year for regular divers. In addition, the purchasing cost of the regulator is high, (≤€442) limiting its accessibility on the market. There is therefore a need for a more reliable and affordable high-end solution. Lavind is an established manufacturing company with expertise in the manufacture of scuba products, pressure regulators and metal turn parts spanning over 70 years. Lavind is a supplier to globally renowned brands in the scuba industry such as Cressi, Scuba Pro, Decathlon and many others. Lavind has designed a high level 2nd stage regulator which will be more durable, reducing maintenance requirements for users by 75% through a new internal configuration and reducing purchasing costs by 80% due to a stream-lined manufacturing design. This solution is targeted at professional divers but will also cater to recreational divers due to its lower cost and less stringent maintenance requirements. The completion of the project will allow Lavind to achieve a revenue of €13,351,750 with an ROI of 3.34 crea
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 a project proposal abstract for 'New enZymes for BIOMass carbohydrate deconstruction' to be submitted under Seventh Framework.

assistant: **Abstract**

Sustainable production of fuels and chemicals from biomass has become essential considering the societal and political demands for alternatives to petrochemical commodities. Efficient enzymatic conversion of plant biomass (i.e. lignocellulose) into monomeric sugars is one of the key challenges that need to be overcome. Lignocellulolytic micro-organisms, bacteria and fungi, are a reservoir for identifying new enzymes of high potential for carbohydrate modification. ZyBiom is an ambitious project that aims at mining bacterial and fungal biodiversity through the exploration of (i) metagenomic libraries generated from Canadian mammals intestinal microbiotes and (ii) secretomes of fungi from the Polyporales order isolated from natural biodiversity. In order to assess the enzymatic modification of carbohydrates from biomass, a state-of-the-art methodological approach will be developed at University of Toronto. After treatment of biomass by microbial enzymes, (i) the solid residue will be analysed in a high-throughput mode by Tof SIMS and (ii) the soluble fraction will be analysed by the quantification of sugars using high-throughput assays. This approach will lead to the selection of novel carbohydrate modifying enzymes. Further in-depth characterization of selected enzymes will provide new information to understand the mechanisms by which microorganisms deconstruct lignocellulose, as well as new candidates for efficient industrial processes.
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 'Grid-Scale Energy Storage: Imperatives for Accelerating the Green Transition' under Horizon Europe.

assistant: **Concept**

Grid-Scale Energy Storage Technologies are the undeniable elements of sustainable energy systems for several reasons such as stabilizing variable energy generation of solar and wind farms, facilitating sector coupling, optimizing resource utilization, improving energy security and resiliency, etc. However, the widespread deployment of such systems is currently very challenging due to major technological, economic, and policy gaps. These issues could only be addressed through cutting-edge research and innovative developments driven by skilled researchers and specialists with multi-lens visions on all critical aspects. Established around a rigorously tailored plan of action, RESTORATIVE brings together the global leaders of relevant fields and industrial actors across Europe to launch a multidisciplinary platform to address the gaps by several breakthrough solutions and training 17 doctoral fellows in different disciplines. To cover the diverse factors influencing the real-world implementation of novel energy systems, the project's thorough work plan is centered around research and PhD training in ""mechanical, chemical, and material engineering for technological innovations"", ""power engineering, and computer sciences for addressing security, reliability, and operation bottlenecks"", and ""energy economics, energy policy, and environmental sciences for mitigating regulatory, policy and sustainability barriers"". Since state-of-the-art research consistently highlights the superiority of thermo-mechanical solutions among all energy storage classes for grid-scale applications, RESTORATIVE is dedicated to Thermo-Mechanical Grid-Scale Energy Storage Systems. Notably, the project has a comprehensive and meticulously planned program of training and career development for docto
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 'Advanced Face Recognition and CroWd Behavior Analysis for Next GeneRation VidEo Surveillance'.

assistant: **Objectives**

TERRORIST THREAT has increased in Europe and worldwide since Paris attacks in 2016. High density crowded places, such as critical infrastructures and public open areas, are being particularly targeted by those who instill terror. Both public and private sectors need next generation face recognition systems able to cover such large, crowded and unconstrained environments, and to massively process faces with high performance; altogether with the detection abnormal crowd behaviors such as mass panic, stampedes or bottlenecks.However, computational requirements and highly-priced hardware are hampering these deployments. Also the analysis of faces and crowds arises increasing concerns about privacy, and it is necessary to ensure compliance with the EU General Data Protection Regulation (GDPR) and other local regulations. We will bring an easy-to-install and user-friendly solution, covering cybersecurity needs and market replication.The AWARE PROJECT provides a disruptive solution to solve major pains: (1) First solution able to analyze crowd behavior. (2) Use of an edge computing architecture and Deep Neural Network accelerators to achieve outstanding processing speed and cost-efficiency. (3) Ensuring data privacy and GDPR accomplishment.AWARE is at TRL6, while HERTA is well-positioned worldwide as one of the few face recognition providers in crowded and unconstrained environments.The global face recognition MARKET is becoming very competitive, and expected to increase to USD 7,76 Billion by 2022 at a CAGR of 13,8%,The team involved in the project has over 25 years of experience in the innovation and commercialization of biometrics. COMPETITORS: FaceFirst (USA) and NEC (Japan) solutions are slower and do not provide: crowd behavior analysis, secure databases, hardware scalab
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 'Geostatistical Analysis of Precipitation data' (GAP).

assistant: **Concept**

The spatial interpolation of precipitation is increasingly important in the development of agricultural, hydrological and ecological models. Such models are becoming an integral part of our ability to understand global climate change and both natural and anthropogenic impacts on the environment. For example, spatially explicit modelling of global climate change requires estimates of climate variables at unstapled locations, usually on a regularly spaced grid. In GAP, the fellow will develop a methodology to combine methods of multivariate geostatistics with rationalised climatologies in order to map the long-term (1960-2002) spatial variability in rainfall. Rainfall in two regions in Europe will be analysed for its long-term variation in the spatial distribution of rainfall and to consider the effect of sample network on these long-term patterns. Firstly, rainfall sample networks and patterns in the United Kingdom will be analysed because of the relatively dense, long-term and relatively static network of rainfall stations. A similar investigation will be conducted using rainfall data from the Iberian Peninsula. These regions have different climatologically characteristics that will also be compared as part of the investigation. This investigation is expected to improve the robustness in the representation of rainfall due to inclusion of more data sources and the possibility of identifying trends and shifts in spatial variation using the variables derived from the analysis.
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 'Modeling how pre-existing TCR clones affect vaccine-induced T-cell responses' (CELLULO-EPI-BASE).

assistant: **Innovation**

T-cells are increasingly recognized to be pivotal actors in the development of vaccine-induced immune responses. Through their T-cell receptor (TCR) on their cell surface, T-cells can recognize antigens derived from pathogens or vaccines. The strength of the interaction between the TCRs and the vaccine antigens will direct the T-cell dynamics after vaccination. In this project, we will analyse the TCR repertoires from participants from three distinct vaccination cohorts prior to vaccination and after vaccination. We will develop a computational tool (later to be transformed into a software package) that will allow us to accurately predict, by using the baseline TCR data alone, which vaccinees will develop a robust immune response after vaccination. This tool holds the potential to have an important impact on different aspects and actors of vaccinology ranging from the vaccine industry to public health researchers.
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 'Textile fibre recycling from mixed streams of PESCO textiles'.

assistant: **Innovation**

Europe has an extensive textile waste problem - annually 7 –7.5 million tons of textile waste is generated, but only about 30 - 35 % of the generated waste is collected separately and less than 1% is recycled into new clothing. Collection of textile waste will become mandatory in EU member states by 2025.  Most of the textile are cotton, polyester, or their blends. Considerable amounts of CO/PES blends are disposed every year due to the technical challenge and/or economic viability of recycling.  The objective of PESCO-UP is to develop a sustainable and economically and technologically viable process of the mixed CO/PES textile waste to be upcycled into cotton originated and polyester products. The processes should enable for production of new products without quality restriction and of products with identical properties and performances as those produced using primary resources. The main tools to achieve this are the development of automated identification and sorting methods for textiles, Digital Product Passport with a marketplace-style dataspace for sharing data describing material streams to support matching of supply and demand of textile materials, and the process development of purification, separation technologies as well as the technologies that utilize the separated cotton and PES fractions for the valuable products.  PESCO-UP will ensure that sustainable fiber-to-fiber recycling becomes a reality in Europe. This will turn a societal waste problem into a business opportunity for European SMEs and bring the textile industry back to Europe. At the same time dependency on oil and cotton based raw materials will decrease, which will mean reduction in CO2 emission and reduced water consumption. The use of developed digital methods and digital product passport can
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 Seventh Framework proposal on 'Bridging the gap between adaptation strategies of climate change impacts and European water policies'.

assistant: **Concept**

The Project ClimateWater is aimed as the first step on the analysis and synthesis of data and information on the likely (known, assumed, expected, modelled, forecasted, predicted, estimated etc.) water related impacts of the changes of the climate with special regard to their risk and to the urgency of getting prepared to combat these changes and their impacts. The Project will identify all adaptation strategies that were developed in Europe and also globally for handling (preventing, eliminating, combating, mitigating) the impacts of global climate changes on water resources and aquatic ecosystems, including all other water related issues of the society and nature. Research needs in the field of ‘climate impact on the water cycle and water users’ will be identified with special regard to enable the ranking of adaptation action in the light of the magnitude of impact on water resources and the urgency of the action needed. The most important output of the project will be the identification of gaps that would hinder the implementation of the EU water policy in combating climate impacts on water.