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 a project proposal abstract for 'Dynamics-Aware Theory of Deep Learning' to be submitted under Horizon Europe.

assistant: **Abstract**

The recent advances in deep learning (DL) have transformed many scientific domains and have had major impacts on industry and society. Despite their success, DL methods do not obey most of the wisdoms of statistical learning theory, and the vast majority of the current DL techniques mainly stand as poorly understood black-box algorithms. Even though DL theory has been a very active research field in the past few years, there is a significant gap between the current theory and practice: (i) the current theory often becomes vacuous for models with large number of parameters (which is typical in DL), and (ii) it cannot capture the interaction between data, architecture, training algorithm and its hyper-parameters, which can have drastic effects on the overall performance. Due to this lack of theoretical understanding, designing new DL systems has been dominantly performed by ad-hoc, 'trial-and-error' approaches.The main objective of this proposal is to develop a mathematically sound and practically relevant theory for DL, which will ultimately serve as the basis of a software library that provides practical tools for DL practitioners. In particular, (i) we will develop error bounds that closely reflect the true empirical performance, by explicitly incorporating the dynamics aspect of training, (ii) we will develop new model selection, training, and compression algorithms with reduced time/memory/storage complexity, by exploiting the developed theory.To achieve the expected breakthroughs, we will develop a novel theoretical framework, which will enable tight analysis of learning algorithms in the lens of dynamical systems theory. The outcomes will help relieve DL from being a black-box system and avoid the heuristic design process. We will produce comprehensive open-source
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 'Hidden Legacies   How discontinued International Organizations have shaped European governance since the 1910s' (InechO) targeting Horizon Europe.

assistant: **Abstract**

What happens after international organizations (IOs) cease to exist? While IOs ends are occasionally discussed in political science and legal studies, we know very little about the legacy of IOs, and hence the subsequent role and impact of people, ideas, practices and objects (including buildings and budg-ets) that once filled such organizations with life and meaning. InechO hypothesizes that for a full un-derstanding of international history and questions of political governance more broadly, it is indispen-sable to consider the legacy and impact of liquidated IOs. New beginnings frequently echo the work of earlier IOs, even if existing interpretations and narratives ignore or downplay such links. Using largely neglected public and private sources as well as interviews, InechO will break new ground for interna-tional and European history by focusing on the afterlives of European International Organizations since the 1910s. It highlights five empirical case-studies representing the whole spectrum of possible options. Informed by and contributing to an interdisciplinary state of the art, InechO builds on an in-novative set of concepts and methods to address these issues. InechO will thus establish a new con-ceptual framework that will help research to rethink the nature of international cooperation and interna-tionalism. Its approach and its findings are also highly relevant for the analysis of other world regions and their international history and for audiences beyond academia.


**Keywords:** European History, international history
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 'Optimal Interconnection Networks' (2007-2013) under Seventh Framework.

assistant: **Objectives**

In modern society networks are increasingly more important, such as communication networks, computer networks, transportation networks, the Internet, social networks. In this project we will investigate the topology of networks in terms of its underlying model using graph theory. Our aims are to obtain new knowledge of the structure of networks which are in some sense optimal, for example, in terms of the number of nodes given restrictions on other parameters of the network such as the number of connections attached at each node, or the maximum allowed distance between any two nodes in the network.
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 'OPEN INNOVATION TEST BED FOR ELECTROCHEMICAL ENERGY STORAGE MATERIALS' (TEESMAT) under Horizon 2020.

assistant: **Objectives**

Despite more than 200 years of development of batteries, the physical limits of battery performance are far from being reached. The complexity of physio-chemical processes inside batteries render any development strongly dependent on a proper description and monitoring of the inherent evolution and interaction of all materials involved in the functioning of an electrochemical cell.  It can be said that rarely any progress in a technology where all basic processes are understood did depend so much on characterization than electrochemical energy storage systems. The mean figures of merit (specific energy per mass, volume or cost unit, cyclability) can all theoretically be substantially improved, under the condition of a proper understanding of where and how their limits are reached in today’s industrialized systems. This underlines how much this important branch of our technological future depends on novel and accessible characterization techniques.Given this grand challenge, access to advanced characterisation solutions for the EU industry will be key to accelerate innovation and reduce the large cost share of materials. However, several bottlenecks are preventing access by companies to novel techniques, to which TEESMAT brings a comprehensive response by leveraging European strengths from 11 Countries and facilitating access to physical facilities, capabilities and services implementing novel characterisation solutions with unprecendenteed capability & performance.Instrumental to this is the launch of a sustainable Open Innovation Test Bed in which qualified public/private partners will demonstrate high-value services for materials advanced characterisation on industrial cases in the value chain of electrochemical energy storage systems.A strong EU community will be bui
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 'Field Operational Tests of Aftermarket and Nomadic Devices in Vehicles -International cooperation aspects' (TeleFOTinco).

assistant: **Concept**

The objectives of TeleFOT are to assess the impacts of functions provided by aftermarket and nomadic devices in vehicles and raise wide awareness of their traffic safety potential. These devices can provide different types of driver support functions and almost nothing is known about their safety and other impacts yet. The services and functions relate to cooperative driving like providing information on incidents ahead, traffic and road conditions and the like. Knowing that similar types of activities are underway elsewhere like in USA and Korea, selected members of the TeleFOT consortium are seeking cooperation outside Europe. Cooperation countries are USA and Korea. Especially USA is experienced in Field Operational Tests and Korea in innovative communication technologies and services, whereas some European countries are advanced in providing services for travellers. Consequently, it was found beneficial for both European and overseas projects to get together, discuss essential methodological issues, exchange views on testing, services and business models associated with the use aftermarket devices in vehicles. Also the objective is to find a common methodological basis in order improve comparability of tests in different regions worldwide. The main thing these countries share is the use of nomadic and aftermarket devices as one platform or interface for informing drivers of events and conditions having significance to their travel. All projects assume that cooperative driving technologies will make an essential part of the future driver assistance functions and services. All cooperation partners find it important to know the impacts of these systems on travellers' behaviour and choices and the role of aftermarket devices in this. In addition to the proposed joint ac
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 'Multiscale investigation of drug - implantable cardioverter defibrillator interactions for antiarrhythmic therapy' (CARDIODEF).

assistant: **Concept**

The implantable-cardioverter defibrillator (ICD) is an effective treatment for terminating life threatening ventricular arrhythmias or fibrillations. However, as ICD only serves to terminate tachyarrhythmias and provide pacing support for bradyarrhythmias, concomitant antiarrhythmic drug therapy is common and leads to interactions with the ICD.Direct drug-ICD interactions include alterations of the pacing threshold (minimum energy needed to achieve a reliable and consistent electrical activation of the heart) and of the defibrillation threshold (the lowest energy level that results in successful defibrillation).Besides, anti-arrhythmic drugs which work by interfering with ion channel activity, may lead to cardio toxicity and then to ventricular arrhythmias, resulting in increased ICD therapies. Antiarrhythmic drugs can also lead to morphological changes present in the electrogram (EGM) interfering with the ICD function by failures of sensing ventricular events or arrhythmia classification.The underlying mechanisms of ICD/drug interactions are poorly understood as well as how an ischemic substrate, present in most of the ICD patients, would affect those interactions. Indeed, ICDs are mainly used by patients with a history of previous myocardial infarction (MI) and left ventricle ejection fraction (LVEF) less than 35%.In this framework, this proposal aims at providing a new level of understanding of the interactions between ICD and investigating biomarkers from the electrocardiographic signal (ECG) to predict adverse drug-ICD interactions in ischemic and control patients. The approach will be a combination of modelling and simulation at human tissue level and ECG signal processing. This multidisciplinary project will include direct contact with clinicians to analyse ECG d
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 'Elucidating the molecular mechanisms of age-related muscle loss to inform Artificial Intelligence-based discovery of novel peptide therapeutics for sarcopenia.' under Horizon 2020.

assistant: **Concept**

Loss of muscle function through advancing age, injury or disease significantly decreases both the quality of life and life expectancy of millions of individuals globally. Treatments tackling this issue have proven elusive as in vitro systems aimed at modelling age-related muscle atrophy are primarily murine based and fail to capture the complexity of this process in humans. In particular, these models neglect to accurately account for the impact of cellular-ageing and senescence on the advancement of sarcopenia-induced muscle wastage. This project aims to address these problems by firstly developing a more human aligned in vitro ageing model to elucidate key pathways associated with muscle loss. From this in vitro model, we will identify key mechanistic pathways driving age-related muscle loss at the transcriptional and translational level. Supplied with suitable data, artificial intelligence (AI) has to potential to rapidly accelerate the discovery of novel therapeutics. As such, here, informed by data derived from the human in vitro model, Nuritas’ proven artificial intelligence platform will be applied to identify novel bioactive peptides that have the potential to counter the impact of cellular aging thus ameliorating muscle loss. This innovative proposal affords the experienced researcher the opportunity to bring his knowledge at the forefront of ageing research back to Europe and combine it with the expertise of an industry leader in AI therapeutic discovery, facilitating decisive two-way intersectoral transfer of knowledge. By integrating these distinct interdisciplinary skillsets this project has the expected outcomes of discovering more clinically relevant, translational models and therapeutics for muscle wastage disorders.
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 'Quantum Gases in Synthetic Gauge Fields' to be submitted under Seventh Framework.

assistant: **Abstract**

This Marie Curie Career Integration Grant proposal entitled ""Quantum Gases in Synthetic Gauge Fields"" addresses the behaviour of ultracold atoms under the presence of synthetic gauge fields.  The experimental techniques of creating synthetic gauge fields through optical methods have been pioneered recently by groups in the EU and US.  Such methods have been used to produce large effective magnetic fields in optical lattice systems (corresponding to 10^4 Tesla in solid state systems).In addition, more general gauge fields have been created including spin-orbit coupling, which paves the way to the realisation of bands with nontrivial topology.  Atoms under synthetic gauge fields represent fundamentally new states of quantum matter.  In this proposal, I discuss how I will solve several important and experimentally relevant problems in this field.  In particular, I will address the low temperature ordering of bosons with Rashba spin-orbitcoupling, edge state instabilities of bosons in topological bands created through synthetic fields, the behaviour of bosons in a flat-band model (dice lattice), and the controlled quantum dynamics of sodium spinor condensates under synthetic fields.  The proposedresearch brings together ideas from diverse fields including condensed matter physics, atomic and molecular physics, quantum optics, spintronics, quantum information, and topology.""
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 'Regional ICT based Clusters for Healthcare Applications and R&D Integration' (RICHARD).

assistant: **Innovation**

Chronic diseases represent for healthcare systems the heaviest cost burden. Aside from the social costs in terms of suffering, they account for 70% on European average of public healthcare systems in the EU. A plethora of ICT based applications have been developed in the last years, allowing to tackle at least partially problems related to specific pathologies. However, even advanced experiences have had limited impact, mostly focusing on pilot applications entailing little or no change on the whole healthcare system. The RICHARD project arises from the need to make healthcare systems more efficient while managing effectively their costs. ICT can be a major change agent in this process, but only if systemic aspects are duly taken into account, such as the interrelation of ICT with organisational and non-technological components of healthcare systems. To do so, a significant shift is necessary to evolve from an application based model, to a comprehensive and sustainable chronic care model, likely to be adapted to the broadest possible range of chronic conditions. The RICHARD project will therefore focus its analysis on the pathologies-specific ICT applications being implemented in leading European regions and elaborate a Joint Action Plan oriented to the integration of those technologies for the deployment of sustainable chronic care models for European regions. This will require a strong coordination of research resources and innovation stakeholders (clearly identified in the first phase of the project) to design new research paths and innovation models. The Joint Action Plan will also be inspired by a medium-long term vision that looks at e-health services into a perspective of economic growth for the regions along the principles of open competition for better and pan-
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 2020 proposal for the project 'Microbial life in oil'.

assistant: **Objectives**

Microbial biodegradation is a key factor influencing the quality of oil and, according to current concepts, takes place mostly at the continuous oil-water transition zone in oil reservoirs. I recently discovered microorganisms in minuscule water droplets (1-3 µl) entrapped in oil from a natural oil seep. In EcOILogy, I propose that biodegradation of oil resources takes place in such minuscule water droplets dispersed in the oil phase which is a shift of paradigm and a new conceptional view for environmental science, -life in oil-. EcOILogy aims to explore this new world investigating the generic principles of life in oil. I will study if such droplets are a common phenomenon in degraded oil resources and how significant the respective degradation activities are. To this end, I will develop reverse stable isotope labelling as a novel method for quantifying minute microbial activities (WP 1). The droplets provide a unique test system of micro-ecosystem, all experiencing identical boundary conditions in the oil with no dispersion of microorganisms between the isolated droplets. I will study how microbial communities for oil degradation assemble in the droplets allowing for unprecedented testing of ecological theory including a new bimodal hypothesis of community assembly. To tackle the big challenge of metabolic traits in systems ecology, I will make use of metagenomics, single cell sequencing, and high resolution metabolomics to assess the functions in single water droplets (WP 2). Finally, I will study how microorganisms adapt to this extreme environment under saturated hydrocarbon concentrations by isolation and comparative genome analysis of strains and study the role of different organisms in the droplets by Raman-CLSM (WP 3). Thus, EcOilogy opens new horizons for mic
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 'Efficient Silicon Multi-Chip System-in-Package Integration - Reliability, Failure Analysis and Test', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The ENIAC JU project ESiP is addressing the issues of reliability, failure analysis and testing in innovative system-in-package (SiP) solutions. Highly integrated systems with greater miniaturisation and increased functionality open new markets and improve the quality of life through a wide range of applications. In particular, higher systems integration technologies using multi-chip packaging, through-silicon via technologies or package-stacking approaches are growing in importance. Market studies show that SiP devices will have an average growth of 10 to 20% per year over the next five years.