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

user: Describe the specific objectives and expected outcomes for 'Pattern Recognition in High Dimensional Data' in the context of a Seventh Framework call.

assistant: **Objectives**

High dimensional data, where the number of variables is larger than the sample size, are encountered in a wide range of areas such as microarray studies, finance, engineering, biometrics and neuroimaging. This project is on pattern recognition (classification and clustering) of high dimensional data. Statistical methodology (including recognition methods) available for analyzing such data suffers from the curse of dimensionality as the enormous number of variables poses challenges to conventional methods rendering them impractical due to limited amounts of available data. A natural solution is to add a dimension reduction step before the recognition method is employed. In particular, given observations in a high dimensional space, our goal is to find a low dimensional manifold which captures the information relevant to pattern recognition for these data. One approach is writing a probability model which straddles “practically relevant” and “mathematically tractable”; defining an objective function whose arg opt (over manifolds) will act as a useful surrogate for “manifold with the most relevant information”; and finding a good approximation for the arg opt. This procedure must be accomplished in real-time in a dynamic environment to produce, e.g., an “adaptive sensor” adapting its low-dimensional view based on the pattern recognition exploitation function (rather than some far-afield surrogate such as signal-to-noise). In this project various methods are proposed to address the challenges of high-dimensional recognition by focusing on low-dimensional structures that approximate or encapsulate given high dimensional data. The main training objective of this research is to equip a European researcher with expertise about the theory and applications of high dimensional rec
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 'A Global View of Star Formation in the Milky Way' (GLOSTAR), addressing dissemination and exploitation.

assistant: **Impact**

Stars with more than about ten solar masses dominate galactic ecosystems and understanding the circumstances of their formation is one of the great challenges of modern astronomy. The spectacular HII regions they excite delineate the spiral arms of galaxies such as our own when seen face on making it clear that star formation and Galactic structure are intimately related. We propose to attain a Global View of Star Formation in the Milky Way in a powerful multi-pronged approach. Using VLBI observations of maser sources associated with young protostars, we will measure distances by trigonometric parallax to most of the dominant star forming regions in the Galaxy, which will reveal its spiral structure as well as faithfully represent the luminosity and masses of its constituents. A survey for submillimeter emission from dust, which we are presently pursuing, will deliver the locations of unseen deeply embedded protostars and protoclusters. We plan to combine this data with a comprehensive program to study the gaseous content of the protostellar regions and a very sensitive survey of the Galactic plane with the newly Expanded Very Large Array to find masers and hypercompact HII regions, pinpointing the very centers of the earliest star-forming activity. We also propose to study the infrared emission from more developed massive star clusters, deriving distance with the classic spectro-photometric method, properly calibrated with trigonometric parallaxes, and for the first time adapted to an extensive IR dataset. Our synoptic approach will utilize Europe s premier telescopes including ESO s VLT, the European VLBI Network, the APEX telescope, and ALMA to create a coherent, unique dataset with true legacy value for a global perspective on star formation in our Galaxy.
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 'Noise in completions amelioration for permenent seismic sensors (NICAPSS)' to be submitted under Fifth Framework.

assistant: **Abstract**

Objectives and problems to be solved: The hydrocarbon industry recognizes the need for information that will enable real-time reservoir management and optimisation of well productivity. Borehole seismic (e.g. crosswell, 3D-VSP) and Micro earthquake (Micro seismic) monitoring technology can provide continuous time-lapse information on reservoir processes that will improve reservoir knowledge and management. However a major barrier to the permanent deployment of seismic sensors has been the problem of flow induced acoustic noise in well completions. The objective of this research project is the fundamental physical/mechanical understanding of acoustic noise generation and transmission in flowing wells, enabling the development of practical solutions to the problem of permanent seismic sensor deployment in active hydrocarbon wells. The requirement is to separate the seismic signal, either physically or digitally, from the environmental noise while ensuring good coupling to the rock mass. The physical placement of the sensors with respect to the completion is therefore vital, as is the use of materials and structures in the engineering of the sensor mounting and deployment package. This research project will measure, characterize and understand the propagation of noise through the engineering structures present in a completion and then design and test measures to minimize this in the vicinity of the seismic sensors. Description of work: The project comprises three main research elements: - Experimental investigations: A test borehole comprising a representative element of a well completion will be instrumented using seismic sensors coupled to the tubing, casing and surrounding rock. Propagation of acoustic noise through the structure and into the rock will be systematically
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 'Integrated Advanced Experimental and Data-Led Materials and Process Development for  Advanced Stainless Steels and Hybrid Materials Joints with Nanostructures' (2014-2020) targeting Horizon 2020.

assistant: **Abstract**

The project targets at the critical problems in welding/joining of advanced stainless steels and complex material system through modern experiments, physical modelling and data-informed materials and interruptive processing development.  The objectives: 1. To establish the effect of element solutions on the grain nucleation/growth and the interface parameters between different phases (Ferrite, Austenite and martensite) in the similar and dissimilar welding through quantum mechanics modelling. 2. To develop methods to quantify/predict the depletion of Cr elements around secondary phases and corrosion resistance, and the competitive mechanisms between key alloying elements (Nb, Cr, Mo) in phase formation at different temperatures. 3. Develop welded systems of dissimilar/hybrid materials for significant weight reduction through nanoscale structures of superior stiffness-toughness-corrosion performances beyond traditional limit; 4. To provide training on problem-specific physical based predictive simulation, phase field modelling and advanced analysis by the host/project partner and transfer knowledge from the ER on materials design at atomic and nano-scales from his previous research in leading labs in China and Japan. The outcome will promote the use of advanced stainless steels with significant long term social and environmental benefits, and direct scientific, industrial, economic impact. This programme offers an opportunity to cement collaboration between international award winning multidisciplinary research in the Host, the ER and intesectoral partners. If supported, this Individual Fellowship (IF) will significantly accelerate the development of the interdisciplinary research skills and career of the ER, transfer his expertise to new areas of research and new extern
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 'Capacity Building in Earthquake Research for Risk Reduction in Urban Environments' (CYBER).

assistant: **Innovation**

There are three major objectives of this proposal. The first objective is to increase the level of collaboration of METU with institutions in Europe through networking for facility development, technology transfer, bilateral study visits and joint studie s, for a better participation in EC FP. The second objective is to increase the technical capabilities of the centre. Although METU owns modest experimental and computational facilities, a pseudo-dynamic testing facility (PsD) and a GIS facility are not currently present. PsD is essential for realistic earthquake simulations whereas GIS is essential for conducting seismic hazard, vulnerability, loss estimation and microzonation studies. The third objective is enhancing human resources by training young researchers in collaboration with European research organizations, and through hiring expert research staff.
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 'Alpine Community Economies Lab: Bringing together multi-level stakeholders to co-produce sustainable alpine futures in the light of economic globalisation and climate change' to be submitted under Horizon 2020.

assistant: **Abstract**

Alpine Community Economies Lab (ACElab) uses participatory design methods to support alpine communities in addressing cross-cutting concerns of sustainable socio-economic development outlined in the EU Strategy for the Alpine Region and the Alpine Convention. Via a gender-sensitive community-based research space, I will engage a diversity of civic actors and policy makers in the collaborative investigation of (trans)local economies (e.g. forestry, tourism, crafts) sustaining their valley district. Together we will envision developments that have both people and the environment at their core. To do so, I mobilise my expertise in design-led civic participation and feminist economic geography and my Host and Secondment institutions’ expertise in regional development and participatory governance. Together we will prototype, test and refine a multifaceted community economies toolkit to be released via open-access.ACElab will enhance my expertise in leading participatory research projects with a gender-sensitive approach that work across the public and private sector. Through collaborations with the Host, the Secondment institution and the partnering policy makers (from local to European level), I will gain significant skills in research governance, public engagement and impact creation. I will gain expertise on alpine regional development and build research networks for follow-on grants. Thus, the fellowship will support my intended career of leading a participatory research lab in the alpine region. Beyond myself, ACElab offers significant value in the context of Horizon 2020 by addressing areas of special focus (e.g. economic growth & innovation, inclusive & reflective societies) and key objectives (e.g. build an effective research and innovation system, increase the econo
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 how 'Leibniz’s Enlightenment. Debates on Faith and Reason in Early modern Europe, 1668-1710""' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The project is a historical reconstruction of the philosophical debates concerning faith and reason in the Early Modern Republic of Letters as seen through the eyes of the German polymath G.W. Leibniz (1646-1716). It will be conducted at the Centre d’Etudes en Rhétorique, Philosophie et Histoire des Idees (CERPHI UMR 5037), a research unit based at the École Normale Supérieure in Lyon. It will be supervised by the director of CERPHI, Professor Pierre-François Moreau.  The project contains three parts. First, it reconstructs the conceptual framework, which governs Leibniz’s analysis, evaluation and strategic approach to other thinkers, positions and doctrines in the early modern Republic of Letters, with special emphasis on the controversies concerning faith and reason. This provides a historically immanent methodological framework for the study of those debates. It also provides an original account of Leibniz’s position as a philosopher in the Early Modern Republic of Letters, a powerful proponent of what is today referred to as the “moderate Enlightenment.” In Part II, I study in detail Leibniz’s engagement with a series of other, contemporary theoretical positions on the relations between faith and reason. These positions include Padouan Averroism, Mechanism, Naturalism and Materialism, Catholic Fideism, Erudite Libertinism, Theological and Philosophical Enthusiasm, Rational theology, and Calvinist Scepticism. The seven case studies currently planned form the bulk of the project. Finally, in Part III, the project includes a set of appendices containing translations into English of a series of generally unknown French and Latin texts by Leibniz. The project is a strongly interdisciplinary and draws on research from both philosophy, history, theology, comparative litera
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 'Families in context: Unraveling the ways in which policy, economic, and cultural contexts structure generational interdependencies in families and their life outcomes' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

Recognizing that in ageing societies many parents are also children, even grandchildren, in a multi-generational structure, the project has generational interdependencies in families as its unifying theme. Interdependencies exist when family members are emotionally, financially, practically, and morally reliant on and responsible to each other. The project’s main objective is to unravel the ways in which policy, economic, and cultural contexts structure intergenerational dependencies in families and their life outcomes. Sub-project 1: Transcending space starts from the premise that new insights can be gained from acknowledging the distinction between family and household. It focuses on the ways in which different kinds of intergenerational transfers (emotional, practical, financial) are affected by proximity versus distance. Sub-project 2: Drivers of family behaviour starts from the premise that new insights can be gained from comparing and contrasting different theoretical models underlying generational interdependence. It aims to find out whether family members help each other for different reasons, depending on where they live. Sub-project 3: Back-up functions starts from the premise that new insights can be gained from taking a multigenerational view of family ties, across life phases. It examines the necessity of family members to provide money, practical help, care, and lodging to the young and the old, given limited public safety nets. Sub-project 4: Rethinking men in families starts from the premise that insights can be gained from a more balanced treatment of men and women across topics in the research literature on families. It focuses on men with limited generational interdependencies and men in multigenerational families. The Generations and Gender Surveys (
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 'Integrating the Health Care Enterprise in Europe Concerted Action' to be submitted under Fifth Framework.

assistant: **Abstract**

Industry and users will cooperate in the project in order to achieve the following goals:- Make European health care providers aware of the potential benefits from integrated IT solutions- Provide European health care providers with a possibility to influence the development of such solutions- Provide manufacturers with a platform to develop interoperability solutions at world-class level, taking care of market requirementsObjectives:- Secure the competitiveness of European health care providers as well as European manufacturers for health care IT and IT dependent: systems, especially SME. - Provide manufacturers, especially SME, with a platform to develop interoperability solutions at world-class level, taking care of market requirements- Make European health care providers aware of the potential benefits from integrated IT solutions- Provide European health care providers with a possibility to influence the development of such solutionsWork description:COCIR and EAR/ECR will organise a demonstration of interoperable health care IT products and imaging systems in a realistic setting, that mimics a health care enterprise. In order to provide to provide a realistic description of a European health care enterprise, a working group of representatives from industry, EAR/ECR and national radiological associations will supervise the project. Technical work will be performed by a technical coordinator with additional staff as subcontractor. The project will develop and provide application scenarios as well as technical requirements for the integration of the health care information systems, imaging systems and other modalities Requirements will be jointly developed by COCIR, EAR/ECR and other interested parties. The project will also monitor and support the inclusion of innova
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 'Upscale and optimisation of an olive wastewater treatment photobioreactor (PBR) coupled to algae biomass valorisation as biofertilizer and treated water reuse' (PBR), addressing dissemination and exploitation.

assistant: **Impact**

Olive oil production uses considerable volumes of water (50L/100kg olives) in European Mediterranean countries where this resource is scarce (Spain, Italy and Greece). The processes used by this sector leads to significant wastewater containing phenols and polyphenols. The EU Legal Framework sets the need of an efficient solution that reduces water use, improves water quality and recycle the waste produced. However the benefit margin of olive oil producers is very low, making production without support uneconomic for farmers. As yet, there are no cost- effective techniques/ technologies for combating this negative environmental impact of this sector. BIOT has coordinated two projects within the FP7 SME instrument programme to respond to the need of olive oil producers by offering an optimised biotechnological recycling solution for olive washing wastewater using photobioreactors (PBR).  The technical viability of the process in industrial end use conditions has been sufficiently demonstrated in these two past projects: algatec+ treats olive washing water efficiently so that treated water complies with wastewater legislation, and treated water can be reused. Now, there are still two techno-economic challenges in order to put our product in the market that will be tacked during an eventual SME instrument Phase 2. Reduce the impact of the seasonal nature of this industry on the treatment process that (larger PBR system and increased operation costs of the treatment. Therefore, BIOT objective in this proposal is to determine the techno-economic feasibility of transforming algatec+ in a closed-loop system by including two auxiliary services: (1) Open pond pre-treatment and (2) algae biomass valorisation as biofertiliser for the own olive fields. The former will be done by th