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: Draft an impact statement for 'Sargassum Bioeconomy: From Coastal Biomass to Advanced Sustainable Materials', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The proliferation of sargassum has emerged as a pressing global ecological challenge, with far-reaching impacts on marine ecosystems, public health, and coastal economies. While Europe has so far been largely insulated, climate change and associated factors—rising sea temperatures, shifts in oceanic currents, and increased nutrient loading—heighten the risk of sargassum blooms in European marine ecosystems. Regions like the Mediterranean, the Baltic Sea, and Northern European freshwater systems are increasingly vulnerable, threatening sectors such as fisheries, agriculture, and tourism, which collectively contribute over €1.3 trillion annually to the EU economy.In the Caribbean, Cuba illustrates the devastating consequences of sargassum inundations, with annual blooms exceeding 24 million tonnes. These have inflicted severe economic damage on tourism, fisheries, and public health. European-owned hotels and tourism operators in the Caribbean report annual losses of €120 million, compounded by clean-up costs of €30,000 per kilometer of coastline and ecosystem degradation affecting fisheries and biodiversity. Hydrogen sulfide emissions further exacerbate public health risks, underscoring the urgency for innovative and proactive solutions.SARGEX is a transformative project designed to address these challenges by providing scalable, sustainable, and circular solutions for marine biomass valorization. The project integrates modular processing plants equipped with biodigesters for zero-waste transformation of sargassum into valuable outputs, including bioinputs, biochar, and biogas. These bioinputs, capable of replacing up to 30% of synthetic agrochemicals, are projected to increase agricultural yields by 30%. Additionally, biogas generation (20 m³ per tonne) and biochar 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 clear, measurable objectives and define the scope for the project 'Confident data-driven Decision Support' (CoRDS) under Horizon Europe.

assistant: **Objectives**

The CoRDS project addresses building the next generation of artificial intelligence (AI)-powered decision support tools to allow organizations to tackle complex decision-making problems more effectively and responsibly,  such as efficiently managing scarce (natural) resources and reducing their carbon footprints. These tools unify two areas of research, namely Operations Research (OR) and Machine Learning (ML). In OR, specialized optimization methods have been developed to address complex decision problems, but these rely heavily on expert knowledge, limiting their ability to adapt to changing data. Conversely, ML excels in leveraging extensive data for predictive tasks, but struggles with combinatorial optimization. Integrating OR and ML, leading to data-driven optimization (DDO) tools, presents a promising avenue to enhance decision support by combining OR's problem-solving capabilities with ML's data utilization strengths. Furthermore, DDO tools must not only provide high-quality decisions to users in low computational time, they must also comply with government and industry standards, and therefore must be safe, transparent, traceable and non-discriminatory, i.e., follow the principles of trustworthy AI, a significant challenge for most current AI systems. The expertise needed to create and apply DDO methods to real-world problems is severely lacking. The CoRDS doctoral network addresses this critical need by developing a training program to sculpt the next generation of analytics experts combining OR and ML, who will translate their research into prototype tools to address real-life problems defined in collaboration with our industrial partners across various application sectors, including logistics, healthcare, public transportation, production, finance, publishin
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 'Development of viable technologies and monitoring systems for the remediation/detection of mercury in southamerican waters. design of chelators with therapeutical properties.' (MERCURY), addressing dissemination and exploitation.

assistant: **Impact**

Mercury contamination in water due to mining, forest burning and industrial activities is a serious threat to aquatic and human life in South America. Typical examples are the Amazon Basin in Brazil (mercury levels in human hair reach up to 170 pip while at critical levels of 50 pip, first intoxication symptoms appear), the Manu and the Chilli rivers in Peru and several areas in Argentina. Mercury contamination in water is also found in Europe (several regions of Spain). Water treatments are almost non-existent in South America. On the other hand, existing technologies for mercury removal lack efficiency due to poor selectivity of materials used. Therefore the main aim of this proposal is to design selective, recyclable and low cost receptors fori) 'on site' monitoring of mercury in water,ii)developing of a viable technology for mercury removal to be tested against phytoremediation agents based on natural resources of the region, andiii) exploring their potential for therapeutic use. Results expected arei) a new method for mercury detection,ii) novel receptors for mercury removal from water, andiii) background information required for a more efficient treatment for mercury intoxication in humans.
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 'Entanglement as a tool in holography and quantum simulators' (ETHOQS).

assistant: **Innovation**

Quantum entanglement plays a pivotal role in various interconnected fields ranging from quantum information, simulation, black hole physics to condensed matter physics, among others. This proposal aims at studies of novel models and observables which strengthen the connection between quantum many-body and holographic systems through the lens of entanglement. In first part of the proposal the expertise of the Host in quantum quenches in presence of symmetries is used to extend interesting questions in simple holographic models, which are expertise of the Applicant. The second part of the proposal plans to explore theoretical and experimental signatures of holography using many-body models realizable in present day quantum simulators. The goal of the action will be supported by a secondment in one of the leading institute for quantum information and simulations.


**Keywords:** Entanglement in many-body quantum systems, Holography (AdS, CFT correspondence), Quantum simulations, SYK model
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 'Ultimative Photovoltaics' in the context of a Horizon Europe call.

assistant: **Objectives**

The transition towards a society powered by 100% renewable energy necessitates the widespread de-ployment of photovoltaics. This poses a challenge due to the limited availability of resources and space. To address this, breakthrough technologies that consume fewer resources and achieve higher conversion efficiencies than the dominant silicon technology are required. The overarching goal of UltiMatePV is to re-invent the modern solar cell and open the gate to a new generation of resource-saving photovoltaic technology with highest conversion efficiencies. Enabling light-trapping beyond the Lambertian limit, based on schemes such as multi-resonant photonics, will allow for the realiza-tion of higher efficiency solar cells with typically 10x less use of semiconductor materials and thus reduce the required resources tremendously. This strongly reduced device thickness will also lead to confinement of the photo-generated charge carriers. The resulting increase of the carrier concentration will open the door for the realization of the worldwide first efficient hot-carrier cell, in which most of the carriers can be extracted before they thermalize. A new generation of devices based on the three currently relevant types of semiconductor absorbers (Si, III-V, perovskite) will be researched, account-ing for, e.g., the new requirements in terms of compatibility with resonant optical structures and ultra-low interface defect density. The unique complementary consortium of experimental, theoretical and modelling teams will overcome the Shockley Queisser limit for single junction solar cells with both ultrathin multi-junction and hot-carrier solar cells, enabling the first experimental proof of effects pre-dicted theoretically. We aim for a solar cell with an efficiency of 40%, requi
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 'A novel low-cost, high-performance (WASTE) water treatment process based on the combination of UV-light, ozone-gas and a catalyst' (WASTE).

assistant: **Concept**

It has already been shown world-wide, that the disinfection as well as the oxidation of water is possible by the use of UV-light or ozone gas. However the combination of both into one system is new. Especially in combination with a -non harmful and recyclable- catalyst. The proposed process will dramatically improve the efficiency of the separate UV-light and ozone-water treating systemes by at least a factor 10 through the synergetic effect of decomposing ozone. The (recyclable) photocatalyst will even further improve its efficiency. The instrument is a typical example of a straightforward design and will thus require little attention and maintenance after installation. Besides, this process needs no further auxiliary chemicals, the use of ambient air and electrical energy is sufficient. The reaction products being mainly C02 and H20.
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 'Gröbner strata in multigraded Hilbert schemes' (HILBERT).

assistant: **Concept**

The aim of the present research project is to establish new connections between algebraic geometry, commutative algebra and combinatorics. The geometric objects of study are Hilbert schemes. These schemes are highly relevant in algebraic geometry, as they form the basis for the construction of numerous moduli spaces. The algebraic objects of study are Gröbner bases. They are the core of great parts of constructive methods in commutative algebra. The combinatorial objects of study are standard sets. These are central to the theory of Gröbner bases, as there is a canonical bijection between monomial ideals and standard sets. I use a newly defined addition of standard sets, which establishes a link between geometry, algebra, and combinatorics. I will construct a new moduli space which parametrises all reduced Gröbner bases in a polynomial ring having a prescribed standard set. I will embed this moduli space as a locally closed subscheme into various multigraded Hilbert schemes after Haiman and Sturmfels, and decompose a given multigraded Hilbert scheme as a coproduct of moduli spaces of reduced Gröbner bases, where the union is indexed by a set of standard sets. Moreover, I will pursue the question whether the above described decomposition into locally closed strata is a stratification of the multigraded Hilbert scheme or not. In the case where the given standard set is finite, I have already constructed the moduli space of all reduced Gröbner bases with the given standard set. I have aldready embedded this moduli space canonically into the Hilbert scheme of points. Now I will study these spaces in more detail, using the lexicographic order on the polynomial ring. I shall prove a conjecture by Sturmfels which establishes a close connection between the geometry of moduli sp
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 'Metabolic Coupling During Bacterial Development' under Horizon 2020.

assistant: **Concept**

Studies on developmental biology have traditionally focused on deciphering the signaling and regulatory networks that control cellular differentiation. However, it remains unclear how the interplay between developmental regulatory circuits and housekeeping metabolism contributes to the determination of cell fate. Here, I aim to provide a comprehensive analysis of the role of housekeeping metabolic functions during endospore formation in the bacterium Bacillus subtilis. Sporulation is a simple developmental pathway that entails the interaction between two cells arising from a single cell division: the forespore, which becomes the metabolically dormant spore, and the mother cell, which dies after sporulation. The mother cell and forespore activate different genetic programs, leading to the production of sporulation-specific structural proteins necessary for proper spore development. However, little is known about how essential housekeeping functions contribute to the process of sporulation. I have developed a system to degrade proteins catalyzing key metabolic reactions in a cell- and developmental stage-specific manner during sporulation. Here, I will use this system to perform a genome-wide study to evaluate the role that housekeeping metabolism plays in spore development. My preliminary results provide evidence for metabolic differentiation between the mother cell and the forespore, metabolic dependency of the forespore on metabolic precursors synthesized in the mother cell, and bidirectional transport of phospholipids between the mother cell and forespore membranes. I will use a combination of cutting edge genetic, cell biology and chemical biology techniques to reveal the metabolic transactions that underlie this unique, syntrophic relationship. The successful comple
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 Fifth Framework proposal on 'Test, rating and specification of Pv concentrator components and systems'.

assistant: **Innovation**

The purpose of this project is to define standard methods and criteria for testing, rating and specifying PV concentrator components systems, in order to make possible the marketing of these products with the same degree of guarantee reached for conventional flat modules.A book" with the conclusions of the work carried out by experts representing all the PV actors, from scientists, laboratories, official qualification centres, manufacturers and final users, will be issued to present the proposals to the PV community. This draft including the proposed standards, the minimum required specifications, the recommended testing and monitoring procedures will be disseminated to public, as a basis for open discussion in order to state an European (or world-wide, if possible) directive before year 2004."
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 'Causes and Consequences of Labor Market Flexibility'.

assistant: **Objectives**

Globalization and technological change have transformed the workplace and the organization of labor. At the core of these major developments is the degree of flexibility in the labor market. Alternative work arrangements, e.g., outsourcing, sub-contracting, flexible scheduling, and flexible pay jobs have become a common feature of labor markets across the globe. While most economists would argue that labor market flexibility facilitates reaping the benefits of globalization and technology growth, these developments can have far reaching consequences for the division of resources in society. Indeed, the recent decades have witnessed a sharp rise in wage inequality. LABFLEX is motivated by these developments and seeks to investigate the causes and consequences of labor market flexibility.LABFLEX raises a series of questions: Do differences in job contracts reflect shifts in worker preferences, or do they mirror advances in technology that facilitate gains from organizing job tasks differently? What are the impacts of flexibility in job contracts on wage inequality and gender wage gaps? Are workers being compensated for the adverse work conditions or the higher income risks, or do changes in job contracts reflect changes in the sharing of rents between workers and firms? How do labor market institutions affect flexibility? And what is the role of labor market policies?To answer these questions, LABFLEX will for the first-time link register data to large-scale experimental evidence on workers’ stated preferences for a wide array of work and pay arrangements, and an exhaustive full-text corpus of vacancies with information on job attributes. This will allow drawing a very detailed picture of both the supply and the demand side of the labor market, facilitating a study of fle
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 Seventh Framework proposal for the project 'Small single drives and magnetic bearings in spinning machines'.

assistant: **Objectives**

The proposed research focuses on the advanced development and implementation of a magnetically levitated high speed motor system for industrial spinning machines. The goal of the proposed project is to realise a novel and worldwide unique rotor spinning concept with superior yarn quality by the use of active magnetic bearings in combination with a high efficiency brushless direct current (BLDC) motor. The rotor spinning technology has proven to be the emerging trend in industrial spinning due to the advantages in maintenance and higher productivity. Therefore, the project aims to address the needs of tomorrow’s rotor spinning machines based on a multidisciplinary mechatronic approach by combining magnetic suspended motor technology with spinning technology. The Institute of Electrical Drives and Power Electronics of the Johannes Kepler University (JKU) will coordinate the research work and give its competence in magnetic bearing technology and electrical drives. Rieter CZ will contribute the knowledge in development of spinning machines and spinning technology and the Linz Center of Mechatronics (LCM) GmbH will add its experience in power electronics.
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 2020 proposal on 'ADVANCE: Sophisticated experiments and optimisation to advance an existing CALPHAD database for next generation TiAl alloys'.

assistant: **Innovation**

To meet the Clean Sky 2 goals to reduce aircraft noise and CO2 and NOx emissions, an optimised titanium aluminide (TiAl) CALPHAD database is needed. Such a database is an integral step to meet these goals as it can be used in the aviation industry to improve existing alloys and create new alloys important in the manufacture of lightweight turbine engine components. The primary goal of this proposal is to experimentally determine critical binary and ternary phase data for several key systems and to incorporate this information into an existing TiAl thermodynamic database. An additional kinetic database will also be updated and provided at the end of the project. By optimising the phase data, this reduces or eliminates the need to conduct costly trial and error experiments, and ultimately speeds the time to market for the turbine engine components. To achieve the goals of this Call for Proposal, a critical analysis of existing state-of-the-art CALPHAD databases, supplied by partner Thermo-Calc Software AB (TCSAB), identified the missing or unreliable data for several important TiAl systems. Data for these systems will be collected through a series of sophisticated experiments on well-characterised high-purity alloys. The experiments will be carried out by the partners Max-Planck-Institut für Eisenforschung GmbH (MPIE), Helmholtz-Zentrum Geesthacht Zentrum für Material- Und Küstenforschung GmbH (HZG) and Montanuniversität Leoben (MUL), who are all recognised for their long-term and well-documented expertise in preparing and characterising TiAl alloys. At key milestones throughout the project, TCSAB, with the assistance of other partners, will critically evaluate the experimental data and conduct thermodynamic assessments of all the systems under investigation. The final an