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 'Expected Impact' section for the project 'Control for Deep and Federated Learning' (CoDeFeL), addressing dissemination and exploitation.

assistant: **Impact**

Machine Learning (ML) is forging a new era in Applied Mathematics (AM), leading to innovative and powerful methods. But the need for theoretical guarantees generates challenging, fundamental, deep mathematical questions. This great challenge can be addressed from the perspective of other, more mature areas of AM. CoDeFeL seeks to do so from the rich interface between Control Theory (CT) and ML, contributing to the analytical foundations of ML methods, significantly enlarging, and updating the range of applications of CT.As our recent results show, classification, regression, and prediction problems in Supervised Learning (SL) and the Universal Approximation Theorem can be successfully recast as the simultaneous or ensemble controllability property of Residual Neural Networks (ResNets). Following this path, we will develop ResNets of minimal complexity and cost, addressing the deep, intricate issue of linking the structure of the data set to be classified with the dynamics of the networks trained. Taking the turnpike principle as our inspiration, we will build new simplified ResNet architectures. This, however, raises major challenges for the genuinely nonlinear dynamics that ResNets represent.Adjoint methods will also be developed and applied, to understand the sensitivity of ResNets, and proposing techniques for Adversarial Training and computing Saliency Maps, applicable in Unsupervised Learning.The project is strongly inspired on the challenges arising in relevant applications in digital medicine and internet recommendation systems, among other areas. Accordingly, we will also develop a body of rich, hybrid, cutting-edge methods for data-aware modelling, combining ResNet surrogate models and those inspired on Mechanics, with the aid of Model Predictive Control strate
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 'Continuing the services of enhancing the innovation management capacity of SME's by the Enterprise Europe Network in Flanders' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

Continuing the existing  services for enhancing the innovation management capacity of SME's by the Enterprise Europe Network in FlandersThis project proposal aims at continuing  the services of EEN in Flanders with regard to the key account managementfor the SME instrument under H2020 as entrusted by the European Commission to the Enterprise Europe network. It alsoconcerns the additional support services that EEN will deliver with regard to the enhancement of the innovation managementcapacities of SMEs as decided the H2020. The present proposal describes how the Flemish VEBIN consortium will continue to realise the services in the region of Flanders, how these will be embedded in the regional innovation support system to thebenefit of Flemish SMEs, how the consortium will manage the services and how feedback will be organised in order toensure a high quality service provision and an added European value. It particularly reflects on the smart signposting of clients among all relevant support stakeholders and to the efficient use of existing tools. It also expresses the consortiumwillingness to cooperate whenever requested by the Commission or by EASME to participate in benchmarking exercisesamong the various participating consortia and to give feedback on the implementation of the services in the region ofFlanders (Belgium).


**Keywords:** innovation management capacity enhancement, key account management SME instrument
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 'Universal microwave photonics programmable processor for seamlessly interfacing wireless and optical ICT systems' under Horizon 2020.

assistant: **Concept**

Information and communication technology (ICT) systems are expanding at an awesome pace in terms of capacity demand, number of connected end-users and required infrastructure. To cope with these rapidly increasing growth rates there is a need for a flexible, scalable and future-proof solution for seamlessly interfacing the wireless and photonic segments of communication networks. RF or Microwave photonics (MWP), is the best positioned technology to provide the required flexible, adaptive and future-proof physical layer with unrivalled characteristics. Its widespread use is however limited by the high-cost, non-compact and heavy nature of its systems. Integrated Microwave Photonics (IMWP) targets the incorporation of MWP functionalities in photonic chips to obtain cost-effective and reduced space, weight and power consumption systems. IMWP has demonstrated some functionalities in through application specific photonic circuits (ASPICs), yielding almost as many technologies as applications and preventing cost-effective industrial manufacturing processes. A radically different approach is based on a universal or general-purpose programmable photonic integrated circuit (PIC) capable of performing with the same hardware architecture the main required functionalities. The aim of this project is the design, implementation and validation of such processor based on the novel concept of photonic waveguide mesh optical core and its integration in a Silicon Photonics chip. Its three specific objectives are: (1) The architecture design and optimization of a technology-agnostic universal MWP programmable signal processor, (2) The chip mask design, fabrication and testing of the processor and (3) The experimental demonstration and validation of the processor. Targeting record values in
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 'Carbon-nanotube-based terahertz-to-optics rectenna' to be submitted under Seventh Framework.

assistant: **Abstract**

The efficiency of traditional semiconductor solar cells is subject to a fundamental limitation, known as the Shockley-Queisser recombination limit, and is found to be near 30 per cent. The invention in the early eighties of solar cell rectifying antennas  (rectennas) - a combination of an optical antenna and a rectifying diode to efficiently absorb the incident solar radiation and directly convert the ac field across the antenna into the dc power - provides a way to overcome the limitation. The recent rapid technological progress in the design of different nano-dimensional structures gives rise to a new promising possibility in designing nanorectennas. A solar cell will incorporate a large array of such elements, which provide high conversion efficiency and can be produced cheaply in a roll-to-roll process. However, a practical realization of such devices requires precise theoretical modelling and experimental study to provide optimization of the antenna and nanocontact configuration. The project focuses on the physics and theoretical modelling of the nanorectenna performance. The rectification effect comes from the photo-assisted charge carrier tunneling through the nanotube energy gap. For the efficiency enhancement we propose using the coherent effect of the photon dressing of electron-hole pairs. Theoretical modelling will be carried out on the basis of the Landauer- Büttiker formalism extended to the case of photon-dressed electrons. The fundamental thermodynamic limitation of the rectenna efficiency and the prospective applications of the device will be studied. This multidisciplinary and challenging project relies on the complementary expertise of the consortium teams and is based on an original approach - nanoelectromagnetics – combining the electrodynamics of m
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 'Novel structures in scattering amplitudes' (AMPLITUDES).

assistant: **Concept**

This project focuses on developing quantum field theory methods and applying them to the phenomenology of elementary particles. At the Large Hadron Collider (LHC) our current best theoretical understanding of particle physics is being tested against experiment by measuring e.g. properties of the recently discovered Higgs boson. With run two of the LHC, currently underway, the experimental accuracy will further increase. Theoretical predictions matching the latter are urgently needed. Obtaining these requires extremely difficult calculations of scattering amplitudes and cross sections in quantum field theory, including calculations to correctly describe large contributions due to long-distance physics in the latter. Major obstacles in such computations are the large number of Feynman diagrams that are difficult to handle, even with the help of modern computers, and the computation of Feynman loop integrals. To address these issues, we will develop innovative methods that are inspired by new structures found in supersymmetric field theories. We will extend the scope of the differential equations method for computing Feynman integrals, and apply it to scattering processes that are needed for phenomenology, but too complicated to analyze using current methods. Our results will help measure fundamental parameters of Nature, such as, for example, couplings of the Higgs boson, with unprecedented precision. Moreover, by accurately predicting backgrounds from known physics, our results will also be invaluable for searches of new particles.


**Keywords:** Scattering amplitudes, Feynman integrals
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 'from DEep BREaths to deep Memories: the role of respiration in stabilizing memories during sleep' under Horizon Europe.

assistant: **Concept**

The overall research objective of this proposal is to assess the impact of breathing on inhibitory processes acting during sleep, which mediate memory consolidation by synaptic downscaling (i.e. attenuation of certain unnecessary neuronal connections) helping the stabilization of memories. For this purpose, I will collect and analyze data from scalp and intracranial electroencephalography (EEG/iEEG) in combination with respiratory recordings in healthy participants and patients with epilepsy respectively during a memory task and subsequent sleep. The project is expected to have a major impact in the field of cognitive neurosciences as it will elucidate the mechanisms mediating memory consolidation and its links to respiratory patterns, potentially paving the way for innovative therapeutic strategies for better learning and management of cognitive impairment in patients with sleep-breathing disorders such as Obstructive Sleep Apnea (OSA). The project is pertinent to EU priorities outlined in the Horizon Europe program, specifically those emphasizing the promotion of citizens' health and well-being (cluster 2). The new scientific skills in advanced electrophysiological analysis, human respiratory pattern monitoring, and intracranial EEG recordings acquired through the two years of training at the Department of Psychology at the Ludwig-Maximilians-Universitt Mnchen under the supervision of Dr. Thomas Schreiner will allow me to foster my academic profile. Being an expert in electrophysiological analysis, respiratory pattern monitoring, and memory consolidation, this training will significantly bolster my prospects for a successful and enduring career in academia. My ambition is to become an independent research group leader in the field of Sleep and Cognitive Neurosciences
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 'Imaging 3D mantle and geological structures beneath Europe by the joint inversion of body wave and surface wave anisotropy' (JIBSA) under Seventh Framework.

assistant: **Objectives**

The project concerns relating the lithospheric and deep mantle structures with the surface geology beneath the European continent.The investigations will be based on the rich digital sets of seismograms registered at the networks of European seismological stations such as the Virtual European Broadband Network. Using information from different types of seismic waves will provide complementary sampling of the mantle.I will apply the innovative method based on the joint inversion of surface wave and SKS anisotropy.The challenging part of the modeling based on tomography methods concerns taking into account not only radial but also azimuthal anisotropy which plays a key role in understanding the geodynamic phenomena. The mantle convection in the Euro-Mediterranean area is very complex and seismic azimuthal anisotropy should be a perfect indicator for mapping mantle flow.The multidisciplinary aspect of the project concerns integrating recent data from other fields of geophysical modeling: gravimetry, heat flow measurements. The petrological as well as tectonic interpretation will ensure giving geological meaning to seismic models.The impact of such kind of researches results in the improved understanding of the geodynamical processes related to tectonic plate movements, causing the increased seismicity in the contact zones, and more effective earthquake hazard mitigation and prediction.The two-year fellowship gives me a tremendous opportunity to obtain maturity in my seismological researches thanks to training in inversion and spectral element methods in the host IPGP – one of the leading research and educational organizations in France. Improving my scientific French will be a great asset to my future cooperation with French seismologists.  A set of proposed complementary
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 'Electronic properties of magnetic materials' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The proposal concerns the secondment of Dr J.A. Blackman to NCSR 'Demokritos'. The objective is to advise the Demokritos theory group on the development of a facility for electronic structure calculations on magnetic materials and to develop a collaborative research programme. Lectures will be given on computational techniques for the study of electronic properties of bulk and nanosized magnetic materials and advice will be given about computer code acquisition. Two collaborative projects will also be started. The first concerns the magnetic structure of the perovskite related materials RBaFeCuO5+delta (R = Y or Pr) where it is believed that magnetic correlations depend very sensitively on delta. The second involves the magnetic properties of nanoparticles, where the presence of the surface considerably influences the magnetic properties. In both of these the electronic structure calculations are needed to probe the magnetic moments of the materials. The areas relate to the 'Demokritos' experimental programme.
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 'Reinforcing scientific and technological potential of the Natural Products Laboratory  -  University of Athens' to be submitted under Seventh Framework.

assistant: **Abstract**

The basic concept of NatForce project is the scientific and technological reinforcement of the Laboratory of Pharmacognosy and Natural Products Chemistry of the University of Athens (LNPC). The main objective is to facilitate the expansion and transformation of an existing high-quality Research and Education entity to a Natural Product Research Center comparable to other European centers distinguished for scientific excellence. Main activities for the implementation of the project are: Upgrading of research equipment aiming to acquire new state of the art spectroscopic powerful instruments. Transfer of the necessary know-how of new technologies and development of strategic partnerships and network activities with well established European research centers such as the CNRS in France, the Technical University of Dresden in Germany and the University of Basel in Switzerland. Organization of two way secondments, seminars and short term visits for researchers. Recruitment of experienced researchers. Expansion of the laboratory activities using new instrumentation and techniques. Finally, the dissemination and the promotion of the research activities of the Laboratory to the scientific community and stakeholders in Greece and Europe, would reinforce the reputation of LNPC and improve its capacity to be involved in European and International research projects.  The reinforcement of scientific and technological potential, would lead to the establishment of a state of the art research center in the field of natural products in Europe and would lead to the production of significant knowledge and new high added value applications of natural compounds in pharmaceutical, nutraceutical and agricultural sectors, resulting in a positive impact on the socio-economic status of the countr
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 'WRiting At Pylos: palaeography, tablet production, and the work of the Mycenaean scribes' in the context of a Horizon 2020 call.

assistant: **Objectives**

WRAP (WRiting At Pylos) will combine epigraphic and archaeological methods to provide new insights into the Mycenaean Greek texts written on clay tablets in the palace of Pylos in SW Greece, and into the ways in which scribes used the Linear B writing system in their work within the palatial administration. As the only Mycenaean site with a large number of securely contemporary Linear B tablets (c.1000, nearly all written within the same year c.1200 BCE), Pylos offers a unique view of palatial economic and administrative concerns and of the practices of a community of writers. This innovative interdisciplinary action, based in the British School at Athens and supervised by Prof. John Bennet, a leading expert in interdisciplinary studies of Linear B, will shed new light on the processes and people involved in creating the clay tablets and the ways in which the scribes were trained to use this writing system for administrative recordkeeping; it will also illuminate the development of the Linear B writing system over time and the use of palaeographic variation to date groups of texts. These objectives will be accomplished through a detailed analysis of the palaeography and physical features of the original tablets, which this action’s location in Athens will enable the ER to study in the National Archaeological Museum, and an experimental archaeology project on the processes of tablet production, to be carried out in conjunction with the BSA’s Fitch Laboratory, which will provide training in ceramic analysis and experimental design. This ground-breaking investigation of palaeography and tablet production will not only produce a new understanding of the work of the scribes of Pylos and make important contributions to ongoing debates over Mycenaean chronology and history; it