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 the 'Objectives and Scope' section of a Sixth Framework proposal for the project 'Ecological and economical machining of magnesium based hybrid materials (ECOHYB)'.

assistant: **Objectives**

Developing an experimental machine prototype, capable of safe machining of magnesium- based hybrid materials, optimized tools and strategies, development of lubricants for Minimum Quantity Machining of Magnesium- hybrids is the main goal of EcoHyb. In the automotive industry as well as in other sectors where parts are moved, a general desire to reduce the energy consumption exists Mg- alloys have a 33% lower density in comparison to aluminum (and 77 % compared to steel). Therefore the application of lightweight construction with hybrid material parts has been extended in the last few years. Magnesium -aluminum (Mg-AI) hybrids and magnesium sintered metal (MgSint) hybrid constructions are used more and more. The hybrid material is advantageous due to their low weight combined with high strength and wear characteristics. Increased difficulties in machining are the main disadvantage of hybrids. Specially designed tools, machine tool with safety concept and lubricants are required to safely machine hybrid materia)s particularly Mg- Sint due to the high temperatures of Sinter metal chips and the flammability of Mg chips. Also the different cutting forces between the materials call for detailed investigations of the cutting tools, their cutting edges and coatings, stable machine tools are also a necessity. To avoid dangers of ignition, current technologies for machining of magnesium use high amounts of cooling lubricants -oil or emulsions -for flushing chips from the working area. This results in additional hazards such as the possible ignition of oil mist or the release of free hydrogen. The main target of the ECOHYB project is to make the machining of magnesium (Mg) based Hybrid materials an effective, safe and environmentally friendly process in metal cutting at convention
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 'BEst PRactice On E-ProjecT development methods'.

assistant: **Innovation**

eXPERT will define a light approach for software development of e-projects, complementing the eXtreme Programming (XP) and Personal Software Process TM (PSP) principles. XP addresses projects with high quality demands, frequently changing requirements, tough schedule and budget. The PSP focuses on the work practices of engineers and teaches how to produce quality software. eXPERT will take into account the factors of success/failure of e-business and e-commerce projects and will reflect them in its application guidelines. The consortium will build up a network of Centres of Expertise (CE) with nodes in Spain, Germany and Bulgaria. User companies will be linked to the local CE.7 pilot project will be run to explore the benefits of eXPERT. The CE will provide support to the SME attached in applying the eXPERT approach, analyse their achievements and pitfalls, collect lessons learnt, and disseminate the results to SME in their regions.Objectives:eXPERT objective is to define a light approach for e-business and e-commerce software development, to try it out to 7 pilot projects, to collect lessons learnt and to disseminate the results via a network of Centres of Expertise and User companies associated to them. The project will teach developers in different SMEs, how to work effectively in an atmosphere of often changing requirements; to construct the simplest system that has business value; to accurately estimate development work to avoid schedule slips, over costs; to work effectively with the customers; to maintain software code in top condition. The main business objective is to increase the productivity of small teams by 20%, to reduce defect rates by 30%, project costs by 15%, as well as to eliminate schedule delays and over costs. The dissemination activities aim at pr
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 'Network-centric Middleware for group communications and resource sharing across heterogeneous embedded systems' (MORE) under Sixth Framework.

assistant: **Objectives**

The increasing ubiquity of embedded systems has been matched by the evolution of a spectrum of wireless network standards and technologies. What has yet to be realised is a comprehensive unification of these fields that fully extend their combined potential to organisations and end users. Through an innovative middleware platform, MORE will produce a definitive incorporation of embedded systems and networks that will enable pioneering applications in civil and commercial settings. As well as enhancing person-to-person interaction via embedded middleware between the major wireless standards, MORE will implement new technology to facilitate communication and distributed intelligence across groups of users.MORE will address the problem of how the interaction between humans and embedded systems can be efficiently supported by developing a system that can be tailored to the specific needs of diverse organisations. Central to the project will be the design of a middleware that hides the complexity of the underlying heterogeneity of embedded systems through providing simplified APIs and management mechanisms for the future operators of these systems.Key research concepts are:- hierarchical communication role models and scalable concepts for secure management of groups of humans and embedded devices- distributed negotiation protocols for discovery and management of group members - platform-independent clients for real-time group communication- embedded web services for outsourcing tasks to a more capable system level- low-effort system administration incorporating over-the-air client reconfiguration mechanisms.MORE will leverage results of related European projects in the design of MORE middleware (e.g. High Integrity JAva). The planned project validation of the MORE middleware
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 'Heavy flavours and nonperturbative techniques in qcd' (1994-1998) under Fourth Framework.

assistant: **Objectives**

QCD is nowadays a well established theory, supported by many experimental data. Nevertheless, a deep understanding of the theory in its low-medium energy range is still lacking, and is probably one of the most challenging and fastgrowing line of research in the particle physics domain. The failure of the perturbative techniques in this regime has led to the development of alternative approaches: among them, the effective theory approach uses the symmetries, even approximate, of the fundamental theory to build a simplified theory, containing new, a priori unknown, couplings. Chiral symmetry for the light quarks and the heavy quark spin-flavour symmetry for the heavy ones can be combined to describe processes involving heavy and light mesons. The couplings entering into the effective theory can be computed by using non perturbative techniques, and in particular we are interested in the so-called QCD sum rules techniques for heavy flavour physics. Aim of the project is to continue the research in this area, in particular by using as theoretical tools nonperturbative techniques. Experimental data are evolving fast, and forthcoming accelerators, like LEP II at CERN and the B-factory, will need a big theoretical effort. Improvements are expected also by studying others nonperturbative QCD effects, as renormalons, associated to divergences of the perturbation theory, or possible mechanisms for confinement, as monopole condensation.
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 'Revolutionizing the Waste of Waste: A new Bioeconomy-based business for digestate' under Horizon Europe.

assistant: **Concept**

The ReWoW project proposes a disruptive, high-risk/high-gain approach to transform digestate, the complex byproduct of anaerobic digestion, from an environmental burden into a valuable feedstock for a new bioeconomy. Currently underutilized and often treated as the Waste of Waste, digestate’s untapped potential is hindered by its heterogeneity, recalcitrance, and regulatory constraints. ReWoW introduces a novel valorization pathway through the development of Modular Adaptive Fermentation (MAF), a next-generation bioprocess that combines microbial bioconversion with artificial intelligence (AI)-driven optimization.ReWoW will design and validate a modular system that integrates advanced pretreatments, sequential fermentations, and real-time monitoring to convert digestate into three model bioproducts: biosurfactants, aroma compounds, and enhanced soil amendments. A dual-layer AI tool will support the MAF platform, enabling real-time modelling, decision-making, and process control. The project also embeds a Safe and Sustainable by Design (SSbD) framework to ensure environmental, economic, and social performance from the outset.By merging expertise in microbiology, engineering, environmental sciences, AI, economics, and policy, ReWoW sets the foundation for a transformative digestate-based biorefinery model. If successful, results will support new business models, regulatory advancements, and industrial applications, repositioning digestate as a cornerstone of an alternative circular bioeconomy.


**Keywords:** Digestate valorization, Modular Adaptive Fermentation, AI-bioprocessing integration, circular economy, multi-step fermentation, value-added bioproducts, multi-layer optimization
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 'Calibrating eLearning in schools' (CALIBRATE).

assistant: **Innovation**

CALIBRATE brings together eight Ministries of Education, (including six MoEs from new member states), leading research institutions, validation experts, technology providers and SMEs to carry out a multi-level project designed to support the collaborative use and exchange of learning objects/resources in schools. The project will strengthen the integration of ICT research in an Enlarged Europe by initially building on three successful IST projects in order to: further develop and implement an open source brokerage system architecture as the basis for a European Learning Resource Exchange (LRE); develop an open source learning toolbox to support the collaborative use of learning resources accessed via the LRE; carry out research into new ways to improve the semantic interoperability of learning resource descriptions; validate CALIBRATE project results in up to 100 schools using an advanced validation methodology.The CALIBRATE Brokerage System implementation developed in the project will provide a strategic level of integration at an infrastructure level. It will act as a catalyst for the development of learning content repositories in all countries but particularly in some new member states where the development of national repositories is still at an early stage. Participating in CALIBRATE will allow these countries to leverage the expertise and knowledge gained in a number of IST projects and in old and new member states that have already made significant progress towards implementing large educational content repositories at a national level.Work in the project on semantic interoperability and the development of an open source, learning toolbox will also make a significant contribution towards consolidating the expertise of leading researchers from old and new member
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 'Sintef multiphase flow laboratory', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Description:The SINTEF Multiphase Flow Laboratory (SIMlab) is located in Trondheim, Norway and is the biggest facility of its kind in the World. The facility has so far been used exclusively for contract research for the petroleum industry. This is the first time the facility is made available for independent research groups in Europe. The SIMlab facility was constructed in 1984 to serve the needs of the petroleum industry in developing multiphase flow technology for well and sub sea production systems. SIMlab consist of three parts.The Large Scale Facility is a 30 Meuro, instrumented flow loop allowing industrial scale multiphase flow research at realistic flow conditions (1000 m long flow line, 55 m high vertical riser, 110 bar design pressure). The Medium Scale Facility (200 m, dense gas at 10 bar for simulation of high pressure flow) operates in connection with the Large Scale Facility and with the Hydrate Laboratory, which includes small-scale flow loops and equipment in a climate controlled facility. The Hydrate laboratory also includes two infinite" high-pressure loops. The loops, which consist of a 2" and5" pipe respectively, are assembled as closed circular loop that can be rotated at different speeds to simulate transportation of the fluids. The loops can simulate transportation of real hydrocarbon mixtures at pressures up to 200 bar and temperatures ranging from -5 C to 90 C.Application:EU researchers are invited to submit proposals for research projects at SIMlab. The fields of research at SIMlab is related to many aspects of flow assurance in oil/gas production systems, and include in particular sand management, hydratecontrol and transient multiphase flows. Visiting researchers will benefit from access to the facilities including technical assistance and f
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 'Artificial Intelligence for the Sciences' (AI4theSciences).

assistant: **Innovation**

"Artificial Intelligence for the Sciences” (AI4theSciences) is an innovative, interdisciplinary and intersectoral PhD programme. It aims at training a new generation of researchers at the highest academic level in their main discipline (engineering, physics, biology, chemistry, human and social sciences) and mastering the latest technologies in Artificial Intelligence (AI) and Machine Learning as applied in their own field.It will contribute to create an EU AI pool of excellence to tackle the major global challenges we are facing today and to answer to international competition. Both in the private and in academia, there is a lack of scientists capable of running interdisciplinary projects involving both a deep knowledge of a specific application field and a good knowledge of AI techniques.AI4theSciences programme will recruit 26 PhD students through qualitative HR processes, based on equal opportunities and excellence. They will benefit from a supportive environment to be the scientists of tomorrow. PSL will offer breakthrough research projects proposed by our worldwide renowned research departments, in cooperation with our business partners, plus a strong partnership for technological innovation with the venture capital firm Elaia Partners, dedicated trainings in AI and Machine Learning, and international academic networks. They will be mentored by a pair of PhD supervisors, one specialised in AI and the other specialised in the application field, plus a peer sponsor. AI4theSciences programme will accelerate the emerging “AI PSL Graduate Transverse Program”. Creative outreach events will favor participatory and open science to foster AI4theSciences’s impacts on policy makers as well as civil and economic society making AI accountable.Paris Sciences et Lettres is a uni
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 'Basis of sex determination and gonadal sex differentiation for sex control in aquaculture.' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The project is an original contribution to sex control in fish. The objectives are threefold:1.Identification of a fish Sex Determining factor (Sdf) by a reverse genetic approach.2.Identification of genes involved in fish sex differentiation.3.Transfert of knowledge in two important aquaculture species: sea bass and turbot.This project will investigate the sex determining, cascade at the molecular level by, two complementary approaches:First a Sex Determining factor (SDf will be searched in the platy fish as regions adjacent to the SDf have been already cloned and well characterised in that species. This will be performed through a walk on the Y chromosome of the platyfish.Second, differentially expressed genes during gonadal sex differentiation will be searched using trout and tilapia monosex populations.Finally, some of the most relevant -cries characterised by both approaches will be studied with respect to gonadal sex differentiation in a commercially important aquaculture species in which sex control is of particular importance and not yet achieved i.e. the sea bass. At the non-molecular level, sex determination will be analysed in turbot: balanced sex ratios are generally observed in turbot, suggesting a simple monofactorial sex determination. However, skewed male proportions could appear in some special cultured conditions, suggesting a possible involvement of other factors. The project plan to investigate a possible involvement of temperature in turbot sex differentiation by non-molecular approaches. In turbot, already available male and female breeders resulting from masculinizing and feminising. treatments will be used to analyse the genetic sex determination and a potential role of temperature on sex differentiation. Temperature/Genotype interactions will be
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 'Real and open Gromov-Witten theory' (ROGW).

assistant: **Concept**

This proposal focuses on establishing new relations between natural objects  in symplectic geometry with other fields of mathematics including knot and representation theory and the theory of integrable systems.  All of these relations are motivated by theoretical physics. The main objects of study are moduli spaces of pseudo-holomorphic maps giving rise to real and open Gromov-Witten invariants. The classical Gromov-Witten invariants   were introduced by Gromov  at the birth of symplectic topology giving rise to obstructions to symplectic embeddings.   Their interpretation by Witten as the coefficients of a partition function of a   field theory placed them in a new light : striking dualities understood in physics  relate  them to mathematical objects of completely different nature and on completely different manifolds. This has and continues to generate enormous amount of high-level research aimed at understanding these relations better. The proposed research  concerns establishing such relations in the context of  the recently introduced, by the PI and A. Zinger, real Gromov-Witten theory. In particular, it aims to determine the systems of differential equations governing the real Gromov-Witten theory, that parallel the KdV and Toda hierarchies in the classical case. We will further  study the real Gromov-Witten theory of toric Calabi-Yau threefolds with the aim of establishing a connection with SO/Sp Chern-Simons theory and a real version of the remodeled mirror symmetry. Finally, we will seek to establish foundational results of open Gromov-Witten theory in a general context.


**Keywords:** real, open, Gromov-Witten theory, symplectic geometry, integrable systems, knot theory, mirror symmetry