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 executive summary for the EU project 'Challenges in Extraction and Separation of Sources' (CHESS) targeting Seventh Framework.

assistant: **Abstract**

Separation/extraction of sources are wide concepts in information sciences, since sensors provide information mixing and an essential step consists in separating or extracting useful information from unuseful one, called noise. In this project, we consider three challenges.The first one is the multimodality. Indeed, with the multiplication of kinds of sensors, in many areas like biomedical signal processing, hyperspectral imaging, etc. there are many ways for recording the same physical phenomenon leading thus to multimodal data. Multimodality has been studied in the framework of human-computer interface or in data fusion, but never at the signal level. The objective is to provide a general framework for modeling classical multimodal properties, like complementarity, redundancy, equivalence, etc. as of function of source signals.The second challenge is nonlinearity. Indeed, there exist a few cases where the mixtures are essentially nonlinear, e.g. with chemical sensors. The main objective is to enlarge results on identifiability conditions for new classes of nonlinearities and priors on sources.The third challenge is the data size. For high-dimension data (e.g. EEG or MRI in brain imaging), separating all the sources is neither tractable nor relevant, since one would like to only extract the useful sources. Conversely, for a small number of sensors, especially smaller than the number of sources, it is again necessary to only focus on the useful signals. The main objective is to develop generic approaches able to only extract useful signals, based on simple reference signal, modeling weak properties of the useful signal.Finally, validation and relevant modeling must be based on actual signals and problems. In this project, theoretical results and algorithms will be devel
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 'Cultivating Inclusivity in Urban Community Gardens' (INCLUDE), addressing dissemination and exploitation.

assistant: **Impact**

This project addresses a critical and timely gap in urban sustainability by focusing on inclusivity in Urban Community Gardens (UCGs), which are increasingly vital communal spaces for social cohesion, mental and physical health, and sustainability. Despite their growing role, the inclusivity of UCGs remains under-examined, with many failing to reflect the diversity of their communities. The urgency of this research is underscored by global efforts to meet the United Nations' 2030 Sustainable Development Goals (SDGs), particularly SDG 11, which calls for inclusive, safe, and resilient cities. Using a mixed-methods approach that integrates qualitative and quantitative data, alongside a co-creation framework with community stakeholders, this project will develop an innovative Inclusivity Conceptual Framework, Inclusivity Evaluation Index (IEI) and an Inclusive UCG Toolkit. These tools will offer practical, evidence-based solutions for local authorities, urban planners, and policymakers to create more inclusive green spaces, address inequalities in community garden access, and align with global sustainability goals, positioning UCGs as key drivers of inclusive, equitable urban development. The project’s real-world impact will be demonstrated through an Oxford Impact Case Study, where the findings will directly inform urban planning practices and policies. The project will enhance my career development through advanced training in interdisciplinary research and international collaboration, equipping me to lead future projects and secure multinational grants as an independent academic.


**Keywords:** Urban Community Gardens, Inclusivity, Urban Planning, Inclusivity Evaluation Index
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 finite element modelling for tissue differentiation and long-term mechano-regulation processes' in the context of a Sixth Framework call.

assistant: **Objectives**

A mechano-regulation computational model for musculoskeletal tissue differentiation and growth is desired to develop strategies for tissue engineering and regenerative therapies of bone and cartilage. The goal of this project is to develop and corroborate a computational adaptive model to longer-term growth of cartilage and bone in a bioreactor. Previous studies on fracture healing have demonstrated that mechanoregulation theories based on deviatoric strain and fluid flow was most promising.This theory was then combined with mechanistic descriptions of cellular processes to improve its corroboration with bone healing as observed in vivo. In this project, the fracture healing adaptive model will be modified in order to simulate longer term in vitro experiments using a pre-existing bioreactor that was developed to test the potential of the mechanoregulation theory. First of all, the empiric constants of the model will be determined from experimental and literature data. Then, data from long term experiments w ill be generated in parallel projects and will be available for further development of cell process modelling.Finally, the full adaptive tissue differentiation and regeneration models will be corroborated by comparing its a priori simulations with that of results from long term in vitro experiments with different boundary conditions (data generated in parallel projects). As this may be time consuming, if many cell processes are determined to be significant in the previous studies, the processes will be evaluated one by one starting with the process of highest significance until satisfactory corroborations of the full adaptive model are achieved.
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 'DeepField- Deep Learning in Field Robotics: from conceptualization towards implementation'.

assistant: **Innovation**

Robots are active agents that need to interact with the physical world, to do so, robots are equipped with different sensors, whose data is used to build models that ultimately will allow robots to plan actions and make decisions.  Currently, there is strong focus in developing deep learning strategies “data driven” to help solve this perception problem, even though these approaches work well in dataset and benchmark scenarios. There are still strong limitations in the use of this techniques in real world robot activities, specially due to the strong dynamics in robots operational environment, that is pushing the development of new tools and methods to make these approaches feasible in the real world.INESC TEC is strongly committed to become a centre of excellence with focus on field robotics, in particular, in the aerial and underwater robotics domain. In the last years, the centre for Robotics and Autonomous systems, of INESC TEC has advance its scientific knowledge in sensing and perception methods for robots navigation and localization in harsh operational environments. The key objective of INESC TEC is to become one of the European references in field robotics, and help to bring robot technology to solve real life problems where human intervention is still limited or non-existent.This proposal aims at creating solid knowledge and productive links in the global field of deep learning in field robotics between INESC TEC and established leading research European institutions, capable of enhancing the scientific and technological capacity of INESC TEC and linked institutions (as well as the capacity of partnering institutions involved in the twinning action), helping raising its staff’s research profile and its recognition as an European research centre of excellence i
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Acoustic monitoring of railway track quality' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The need for reduced costs and higher system reliability will make condition-based maintenance a key technology in the railway sector in the nearer future. However, reliable and adequate methods for monitoring track conditions, preferably by adding monitoring devices to ordinary rolling stock, are still far from being in place. The proposed project focuses on acoustic track monitoring and aims at pushing forward this monitoring technique to a point, where track faults such as squats, deteriorated rail joints or hanging sleepers can be automatically detected and quantified. This is achieved by combining advanced measurement techniques - involving sound pressure signals due to radiation from rail and wheel as well as axle box vibrations – with advanced simulation techniques for wheel/rail interaction. DB Systemtechnik GmbH as my host supplying all needed measurement techniques and myself as expert in the modelling of wheel/rail interaction will meet and utilize synergy effects from merging our competences in order to design and implement a methodology for acoustic track monitoring that is clearly beyond today's state-of-the-art. Furthermore, being an active member of the group at DB Systemtechnik will give me access to experience, knowhow and education in the railway technology sector. This is a unique possibility for me to broaden my career profile. It will make me an attractive employee both in the railway technology sector as well as in academia. Crossing the boarders of academia and preparing myself for leadership during my fellowship will be a strong support for my goal to become a research leader in academia. It will widen my professional network and offer a possibility for strong cooperation beyond the lifetime of the project.
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 'The Revolutionary Impact of Financing a Global War (1797-1825): Spanish American Bullion, British Foreign Aid, Irish Agents, and the Reconfiguration of Empires'.

assistant: **Objectives**

The EU is facing difficulties in her attempt to promote interdependence and peace in a context of geopolitical collision. Indirect intervention in external areas has produced unwanted effects. My research aims to investigate the unplanned consequences of external interventions by great powers using historical examples to provide insights for contemporary strategies. Modernity was built upon unplanned effects of strategic interference during the final clash among Atlantic empires, in the global Age of Revolutions. Intrusion in the Hispanic world allowed Britain to speculate on American coin and bullion to finance its Foreign Aid to Spain and Europe against Napoleon. By following Irish trans-imperial agents managing these speculations, the project looks at how global trade involving Latin America and changes in silver and gold flows transformed Britain's economic role with implications in Europe and worldwide. It links these financial initiatives to the best possible business in a revolutionary context, the arms trade. For the first time it shows how revolution in Spanish America ended up providing economic means to liberate Spain from French occupation through British aid and then to finance the struggle of other European nations against Napoleon, with the crash of the old imperial systems as an unwanted effect. This greatly accelerated the rush towards modern economy and empires. Through rigorous archival evidence this ambitious project aspires to kindle a deep-seated awareness of the past and present mechanisms and possible management of the unplanned revolutionary impact of strategic intrusion. Investigation in Spain(UPO) Mexico(UNAM) and the UK(UCL) and DEC activities like the creation of a DoNoSQL database, OA publications(3), conferences(3), syllabus, political bri
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 'Plastic Waste Utilization in Road Asphalt and other Applications' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

A new process, method and equipment for plastic waste utilization has been developed by the prime proposer. This innovative method opens up new possibilities to solve plastic waste problem. First industrial tests and applications concern road asphalt material in which the plastic waste has been used in order to improve technical properties of road asphalt. The targets of the intended cooperative research project are both to support the road asphalt application and research technical and chemical possibilities of widening the new method utilization into new areas. The targeted new areas are high grade bitumens and the use of plastic waste as a fuel additive which significantly decreases environmentally harmful flue gas emissions, especially the sulphur emission.
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 'Defining a Roadmap for Cooperative Health research between the EU and Latin America-Caribbean countries: a Policy Oriented Approach' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

The EU-LAC Health coordinating action proposes to define a detailed plan to guide policy makers and other stakeholders on future actions to support cooperative Health Research between Latin America and Caribbean countries (LAC) and the European Commission and Member States (EU). This consensus Roadmap will be developed using a policy oriented approach and taking into account the new political framework for EU-LAC collaboration in S&T. The Roadmap will provide policy-makers and R&D funding bodies with new insights on how to best coordinate and fund cooperative health research between the two regions. An important effort will be devoted during the project to link and coordinate two important policy areas with strong involvement in health research funding: Science and technology policy (research) and International development cooperation.EU-LAC Health will have as main goals to:a) Discuss and explore, with policy-makers and other stakeholders, how to best coordinate health research policies and funding between EU and LAC.b) Establish a consensus Roadmap for cooperative health research with the final objective of setting up a future framework for collaboration between the EU and LAC regions in this field.c) Disseminate the project results to the main project stakeholders as a means to increase and improve EU-LAC cooperation in health research.The project is planned as a 5 year Support Action, carried out by a consortium of 8 participants from Spain, Switzerland/Mexico, Argentina, Costa Rica, Brazil, Italy and Germany. The selected institutions form a multidisciplinary team with participants from Health Research policy-making Institutions, R&D Funding Agencies, Research Centers, and specialized R&D consulting companies. The project will benefit from a direct participation of
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 'Non-classical states in mesoscopic Bose-Einstein condensates' to be submitted under Sixth Framework.

assistant: **Abstract**

Mesoscopic physics is concerned with the intermediate regime between microscopic single or few particle systems and macroscopic many body ensembles exhibiting collective properties. Cold atom systems are ideally suited to explore this domain as confining potentials and particle interactions can be controlled to a high degree and tuned over a wide range.The theme of this project is the investigation of non-classical many-body quantum states. During the initial phase of the proposed experiments, such states will be realized with Bose-Einstein condensates confined in one-dimensional optical lattices. With 10 to 100 atoms per lattice site, we will vary the tunnelling rate between sites and study the crossover from a coherent to a number squeezed state, ultimately followed by the formation of a Fock, or Mott-insulator, state.Number squeezed atomic states correspond to reduced atom shot noise and they are of particular importance in mesoscopic atomic physics, since they can lead to a spectacular improvement of the sensitivity of detectors, sensors and clocks based on matter wave interferometry. A second series of experiments aims at realizing a mesoscopic Bose-Einstein condensate in a small optical dipole trap that only supports a single bound state. This system will serve as an ideal model for various experiments regarding dynamic processes, such as condensate formation.The subsequent efforts will focus on the coherent many-body dynamics: Starting from atoms in uncorrelated spin states, the formation of a strongly entangled many-body state (Schrodinger cat state") in the presence of atom-atom interactions will be investigated. This correlated system will provide a novel environment to explore the role of decoherence, and to address the fundamental question of the boundary 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: Write the 'Expected Impact' section for the project 'Establishing services enhancing the innovation management capacity of SMEs by the Enterprise Europe Network in North Rhine-Westphalia, Germany, in 2019' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

Innovations and thus also the management of innovations are of great significance for the competitiveness of the European Union, its Member States and their regions. Innovative individuals or enterprises do something which cannot be expected from the state of the art. They put innovations into practice – generally in the face of considerable resistance – and take financial, technical as well as social risks. Only in this way, however, can new technologies, processes, products or services assert themselves and future markets evolve. Employment, prosperity and the general quality of life and of the environment are directly dependent on the innovation capacity of regions and enterprises. Due to this interrelationship, the European Commission has promoted the Enterprise Europe Network since 2008 in order to provide local support above all to SMEs in the areas of internationalization, technology transfer and generally in the realization of innovations. One of the Network’s tasks is to raise the effectiveness and efficiency of innovation management in SMEs in order to accelerate the implementation of economically impactful innovations.Supporting SMEs in the area of innovation is a core task and the mission of ZENIT, coordinator of NRW.Europa, the Enterprise Europe Network node in North Rhine-Westphalia. Whilst innovations naturally cannot be forecasted, they can, however, evolve under the right conditions and be successfully managed. Our understanding of innovation and innovation management is oriented at business opportunities. As a consequence, ZENIT is pursuing the following objectives in the Innovation.NRW project:• To maintain and expand the innovation capacity and competitiveness of the participating SMEs• To help the key SME beneficiaries so that their full innovation