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

user: Write the concept and methodology overview for 'Knowledge-based Multicomponent Materials for Durable and Safe Performance' under Sixth Framework.

assistant: **Concept**

The KMM-Noël is proposed by 36 Participants representing leading European research institutes, university departments,SMEs and industry !n the field of KMM designed for enhanced performance in highly demanding loading and environmental conditions (thermo-mechanical and impact loading, high strain rates and temperature regimes, aggressive chemical environment and combinations thereof). Such regimes are typical of advanced applications in aerospace and automotive industry, turbo-machinery industry, teratology, electronic devices, biological implants, micro sensors, etc. The representatives of KMM are novel functionally graded materials, metal-ceramic composites, thin layers, intermetallics.The KMM-Noël will concentrate on understanding, designing and developing novel KMM to provide superior mechanical properties (high strength and hardness) while fulfilling some specific functionalities like low density, excellent performance !n high-temperature regimes, enhanced fracture toughness and fatigue lifetime, superior resistance to wear, corrosion, oxidation, hydrogen attack. The KMM-Noël integrating activities comprise the strategy making and Network integration activities. The strategy-making activities set out directions of progressive integration and build up a potential for long lasting integration They are arranged in 3 groups (activation, strengthening, consolidation) following 3 logical phases of integration. The integration activities are permanent tools aimed at integration of research facilities and equipment, education and training, technology transfer and intranet. The jointly executed research activities include processing of KMM, micro structural characterisation, modelling of KMM, industrial applications and standardisation of KMM. The spreading of excellence co
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Development of a three-dimensional Reconstruction Algorithm for Phase Contrast Breast Tomosynthesis'.

assistant: **Concept**

Breast cancer remains the most common cause of death for women below seventy years of age. In Europe, one in ten women will develop breast cancer in her lifetime. Early diagnosis is recognised as a critical factor that can improve the chance of survival. X-ray mammography is currently considered best practice for screening and early diagnosis of breast carcinoma. However, a significant number of breast cancers remain undetected when using conventional 2D mammography imaging, due to insufficient soft tissue contrast and the effect of overlying anatomical structures.A method that combines the advantages of the phase contrast imaging and digital breast tomosynthesis may result in high contrast tomograms with well outlined breast cancer margins.This project will aim to develop, test and validate a three-dimensional reconstruction algorithm for phase contrast digital breast tomosynthesis. The overall objective will be pursued through the following specific objectives that will be addressed in a number of highly innovative tasks of design, modelling, numerical simulations and experimental work: (a) Development of a simulation tool for generation of phase contrast images over limited angular range; (b) Development of a three-dimensional algorithm for phase contrast breast tomosynthesis; (c) Validation and further refinement of the algorithm with computer models of ground truth phantoms as well with physical phantoms that will be exploited at laboratory environment.The availability of three-dimensional reconstruction algorithms dedicated for phase contrast breast tomosynthesis will provide a possibility to study the potential of this novel technique to enhance contours of different breast soft tissues, thus resulting in clearly visible three dimensional soft tissue morphology.
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 a compelling abstract for 'EUropean Cross Border Care CollaborationsShort Title: CrossEurope' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

EUCBCC aims to facilitate a process whereby Europe's citizens can make informed choices about whether to seek health care in another Member State and, if they so choose, to ensure that the admin and clinical processes are straightforward and ensure continuity of care. It takes as its starting point the recent draft Directive on Patients' Rights, augmented by the existing body of research on cross-border care. It then focuses on those areas where the necessary information is incomplete and seeks to fill the gaps. It is equally important to state what it does not do. It does not seek to quantify the scale of movement because our earlier research reveals this to be a dynamic area where data are often unavailable and rapidly become out of date. EUCBCC firstly examines five aspects of health care delivery where it will be necessary for procedures to be compatible if patients are to be assured that the care they receive is safe, of adequate quality, and capable of providing continuity where some parts of the overall care process are provided in different Member States. These are: provisions with regard to the continuing quality health professionals; treatment pathways; public reporting of quality; content and scope of medical records; and medical prescribing. Secondly, it looks at three areas where there is already cross-border collaboration, to identify practical issues that have arisen and how they have (not) addressed. These areas of practice are collaborations between hospitals in border areas, telemedicine, and dentistry. The research on the first set of topics generally takes place on two levels. The first involves a series of pan-European surveys to identify the nature of the phenomenon in, as far as possible, all Member States. The second involves focused studies in k
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 'Novel Nano-enabled Energy Efficient and Safe HVAC ducts and systems contributing to an healthier indoor environment'.

assistant: **Objectives**

The NANO-HVAC project concept aims at developing an innovative approach for ducts  insulation while introducing new cleaning and maintenance technologies, all enabled by cost-effective application of nanotechnology.  The main concepts are:1. Safe, high insulating HVAC-ducts enabling minimization of heat/cool losses: cost-effective, safe and extremely thin insulating duct layers that can be applied both to circular ducts (wet-spray solutions) and to square ducts (pre-cast panel). Insulation will be obtained using sprayable aeroclay-based insulating foams that can be automatically applied during manufacturing of ducts, avoiding manual operation needed for conventional materials. Such technologies, coupled with advanced maintenance systems (objective 2) will guarantee a 50% energy saving compared with conventional ducts.2. Cost-effective pathogen and allergenic removal during operation and maintenance to reduce microbial growth: (a) development of anti-microbial, sprayable and self-adhesive photocatalytic coating, based on titanium oxide nanoparticles, for HVAC filters. (b) Development of an injectable liquid polymer matrix (epoxy resins with polyamine derived crosslinking catalyst) containing antimicrobial nanoparticles (silver oxides) for air ducts in situ maintenance activities. The liquid polymer will polymerize in situ creating a coating of thickness < 20µm which will cover the surface trapping dirt, debris and microorganisms, thus “regenerating” the duct inner layer. The procedure may be repeated over time without affecting HVAC energy performance.Scientific and technological objectives within NANO-HVAC project can be organised in four areas: (1) high efficient and cost-effective insulation solutions for HVAC ducts (2) inhibition and removal of pathogens and allergen
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 'Joint Equipment and Materials for System-in-Package and 3D-Integration' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

The objective of the project « Joint Equipment & Materials for System-in-Package and 3D Integration » is to validate technological solutions for the fabrication of high value-added heterogeneous components and systems.This theme, generally known as “More Than Moore”, intends to gather within a unique system a set of various functions, implemented with elementary components, those generally being from various origins and technologies (memories, logic, sensors, actuators, wireless communication…).Numerous feasibility studies around the world already concluded positively at the R&D level, and Europe has advantages in the supply chain and a leading position that it should maintain.For that purpose, the JEMSiP_3D project gathers the majority of the European actors of the domain: material providers, laboratories, research centers and manufacturers of equipments, components and systems.The project is structured around 5 themes:·Methodology and evaluation tools to integrate elementary components in 3D systems.·3D technologies and integration processes onto materials and non-Si substrates·3D technologies and integration processes onto Si, using processes closely deriving from microelectronics·Test equipment, measurement protocols and reliability methodologies for integrated 3D systems·Performance evaluation and equipment validation for volume production equipment and generic manufacturingThis horizontal project targeting the implementation of production tools for 3D integration and associated technologies will be a direct support to the projects presented to the 6 applicative sub-programs defined in ENIAC work program.
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 'Neural Network : An  Overparametrization Perspective' to be submitted under Horizon 2020.

assistant: **Abstract**

In recent times, overparametrized models where the number of model parameters far exceeds the number of training samples available are the methods of choice for learning problems and neural networks are amongst the most popular overparametrized methods used heavily in practice. It has been discovered recently that overparametrization surprisingly improves the optimization landscape of a complex non-convex problem, i.e., the training of neural networks, and also has positive effects on the generalization performance. Despite improved empirical performance of overparametrized models like neural networks, the theoretical understanding of these models is quite limited which hinders the progress of the field in the right direction. Any progress in the understanding of the optimization as well as generalization aspects for theses complex models especially neural networks will lead to big technical advancement in the field of machine learning and artificial intelligence. During the Marie Sklodowska-Curie Actions Individual Fellowship-Global Fellowship (MSCA-IF-GF), I plan to study the optimization problem arising while training overparametrized neural networks and  generalization in overparametrized neural networks. The end goal for this project is to provide better theoretical understanding of the optimization landscape while training overparametrized models as a result of which to provide better optimization algorithms for training as well as to study the universal approximation guarantees of overparametrized models. We also aim to study the implicit bias induced by optimization algorithms while training overparametrized complex models.  To achieve the objective discussed above, I will be using tools from traditional optimization theory, statistical learning theory, gradient
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 'Experimental and numerical study of reactive flows in complex geometries with relevance to industrial safety for explosion protection' in the context of a Fifth Framework call.

assistant: **Objectives**

This experimental/ theoretical/numerical project aims at revealing the physical-chemical mechanisms of explosion, and at deriving innovative methods for explosion protection. Both LES and VLES modelling strategies, with appropriate models for combustion and for multi-phase flows, will be incorporated into modern field codes using high-performance supercomputing for large-scale explosion simulations in complex geometries. Specific experiments and theoretical/numerical analyses, including fluid-structure interactions, will be performed in order to develop improved predictive capabilities. Experiments will be carried out in high-quality explosion facilities with various gas mixtures and additives for conditions relevant to industrial safety. The work will result in appropriate predictive tools, and the outcomes will be of practical use for the refinement and optimisation of prevention/mitigation measures.
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 'ShapeForge: By-Example Synthesis for Fabrication' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Despite the advances in fabrication technologies such as 3D printing, we still lack the software allowing for anyone to easily manipulate and create useful objects. Not many people possess the required skills and time to create elegant designs that conform  to precise technical specifications.'By--example' shape synthesis methods are promising to address this problem: New shapes are automatically synthesized by assembling parts cutout of examples. The underlying assumption is that if parts are stitched along similar areas, the result will be similar in terms of its low--level representation: Any small spatial neighborhood in the output matches a neighborhood in the input. However, these approaches offer little control over the global organization of the synthesized shapes, which is randomized.The ShapeForge challenge is to automatically produce new objects visually similar to a set of examples, while ensuring that the generated objects can enforce a specific purpose, such as supporting weight distributed in space, affording for seating space or allowing for light to go through. This properties are crucial for someone designing furniture, lamps, containers, stairs and many of the common objects surrounding us. The originality of my approach is to cast a new view on the problem of 'by--example' shape synthesis, formulating it as the joint optimization of 'by--example' objectives, semantic descriptions of the content, as well as structural and fabrication objectives. Throughout the project, we will consider the full creation pipeline, from modeling to the actual fabrication of objects on a 3D printer. We will test our results on printed parts, verifying that they can be fabricated and exhibit the requested structural properties in terms of stability and resistance.
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 'Electrosynthesis of biofuels from gaseous carbon dioxide catalyzed by microbes: A novel approach/quest of microbe-electrode interactions' in the context of a Seventh Framework call.

assistant: **Objectives**

An increase in atmospheric CO2 derived from combustion, the rising prices of crude oil, and the diminishing supply of fossil fuels poses great challenges to worldwide sustainability. Thus, the necessity of developing greenhouse gas mitigation technologies and biobased renewable energy sources is very urgent. Microbial electrosynthesis (MES) exploits the ability of microbes to make electrical contacts with electrodes and other cells and the production of biofuels with such microbial electrosynthesis is of great interest. However, mechanisms by which microorganisms conserve energy to maintain cells and support growth when directly accepting electrons for MES from electrodes is not explored yet. Moreover, information on carbon and electron flow during CO2 reduction to biofuels at a cathode is not yet fully explored. Thus, MES needs to overcome several microbial, electrochemical and technical challenges. This IOF will contribute to the development of a cost effective alternative to current fuel production, using greenhouse gas CO2 (model pollutant) as a feedstock. This IOF will use new concepts dealing with the better understanding of electron (e-) transfer/exchange, surface engineering conductive biofilms, system biology/genomics, genomic tools, nano-networks and novel materials and practical implications of these concepts for environmental clean-up and the development of renewable energy sources.The proposed IOF will provide a tool for the EU Directive 2009/28/EC of the European Parliament and of the Council of 23rd April 2009 on the promotion of the use of renewable energy, and also falls into the category of EU climate and energy policies, and Europe Horizon 2020 strategy demanding climate and energy targets to be met by 2020 for smart, sustainable and inclusive growth.
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 'Plasmonic magnifiers of single molecule dynamics' under Horizon Europe.

assistant: **Concept**

This project will develop a new method for spatial manipulation of light by designing and validating assemblies of plasmonic nanostructures and fluorophores to advance visualization of densely packed biological structures and their dynamics. The visualization of densely packed biological structures is extremely challenging, yet crucial for understanding dynamic biological processes in virtually any context; light manipulation at the nanoscale using plasmonic nanoparticles has the potential to magnify nanoscopic sample structure while simultaneously enhancing the optical response beyond the capabilities of current super-resolution microscopy techniques. While the ability of metal nanostructures to enhance the response of fluorophores has been utilized for decades, we are still far from understanding the underlying mechanisms of plasmonic enhancement. To fully exploit the potential of this approach, we need to know how spectral overlap between the plasmonic nanoparticle and the absorption and emission channels of the fluorophore affects the coupling efficiency and spatial projection. To translate these effect into applications, we have to understand how the fluorophore-particle distance affects the far-field projection of the fluorophore. We will use self-assembled DNA, single-molecule localization microscopy, and finite difference time domain electromagnetic simulations to measure, describe and reconstruct sub-diffraction limited shifts in the projection of plasmon-coupled fluorophores. This will let us pave the way to the design of a magnifying device aimed at visualizing densely packed biological structures. Fundamental understanding of plasmonic coupling obtained in this project will be directly applicable in various fields of research by providing a tool for high-res