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: Explain how 'Non-linear Transport and Tunnelling in low dimensional Lattices' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

A one-year collaboration of the proposed researcher with the Italian Host is planned in order to develop general theoretical approaches to boundary driven non-linear transport phenomena and tunnelling processes and to seek for applications in various realistic non-linear physical systems. In particular, this proposal intends to generalize the transmission hysteresis effect, that we discovered in Fermi-Pasta-Ulam lattices, by predicting the conditions for the realization of similar effects in optical wave-guide arrays, ferromagnetic and antiferromagnetic spin chains, quantum Hall bi-layers, etc., leading to possible technological advances in the creation of novel switching devices. Moreover, we propose to continue the ongoing work on the theoretical investigations of quantum tunnelling effects in optical systems.Specifically, based on our discovery of a Landau-Zener tunnelling effect in wave- guide arrays caused by a step in the refractive index, we propose to examine the same effect in the case of Bose-Einstein condensates in optical lattices (since both wave-guide arrays and Bose-Einstein condensates are described by the Schroedinger equation) as well as in Bragg gratings, considering both adiabatic and non-adiabatic regimes. The training objective of the present proposal is to acquire analytical skills that will allow to deal with exactly solvable equations and, on the other hand, to gain additional knowledge of realistic physical systems in laboratory experiments.The completion of the project activities is planned during the return phase at the Host Institution in Georgia (home country of the researcher). In particular, the establishment of a competitive research team is planned, which will work on the possible technological applications of the discovered effects 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: Explain how 'The high-tech offshore and seabed fish farming system the next marine aquaculture generation' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

53% of the global fish still relies on wild-fishing with the well-known environmental side effects. Aquaculture is the most promising option to mitigate overfishing and meet the increasing demand for protein. Boosting European aquaculture to increase our self-sufficiency (only 25.4% in 2015 mainly based on wild catch, 74.6% was imported) and reduce the fish stocks fished beyond biological sustainability, requires measures such as moving further offshore and farming of new species without placing unacceptable demands on the ecosystems. At Marine Garden AS (Norway) we found inspiration in nature to design SUBFISH: new sustainable offshore aquaculture to deliver wild-like and premium fish. SUBFISH covers from hatchery to dispatch and fish grow in an offshore farm secured to the seabed keeping natural habitat conditions of local fish living and feeding on or near the bottom of seas. Our design respects nature instead of going against it, enables our farm circumvents most harsh constrictions faced by aquaculture today while scaling more than any other (1,200,00m3). SUBFISH stock density is kept x20 lower than current intensive exploitations, with 20% of reduced mortality using 80-90% less drugs to control fish disease outbreaks. All these benefits are achieved without occupying any coastal space and at x10 lower capex. By 2024, we expect to sell at least 12 SUBFISH systems licensing the rights to use our technology and brand across our targeted European countries, beside to sell about 240 tons of Coral Grouper across the European and Asian markets. Producing more of our seafood in European waters means that consumers will have local, safe, and sustainable choices. Moreover, SUBFISH also helps diversify the fish markets with valuable species not exploited yet or that will no
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 'International Union of Crystallography Congress (Florence, Italy, 2005)' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Since 1999, Florence has been appointed by the International Union of Crystallography (IUCr) to host in 2005 its XX congress. The world delegates were convinced from the facilities and the reliability of the organization. The IUCr triennial Congress usuall y attracts about 2500 participants. Crystallography is a multidisciplinary science, which deals with the structural aspects of nature at the atomic level and boasts numerous Nobel laureates. A prestigious scientific programme is planned. The topics will co ver all aspects of modern crystallography, from mathematics to physics, chemistry, life sciences, mineralogy, materials science, computing, etc. There will be 36 plenary lectures and about 100 micro-symposia with the participation of renowned authorities a s well as young speakers. Training of young scientists is a priority for the event. Not only the variety of themes will orient their future studies, but also special sessions are planned for them such as, for example, a meeting with Nobel laureates. Hands-on sessions will be organized to master computer programs and scientific apparatuses, also made available by the exhibitors. The presence of the latter confirms the reciprocal interests between industry and crystallography and the high inter-sectorial char acter of the event. The mixture between the high scientific contents, the attractiveness of the Florentine culture, the social events is a guarantee of success. The large attendance, the trans-national character, the quality of the program will open a larg e window on the European research with chances of cross-fertilisation and integration with the rest of the world. This proposal fits well in the MC LCF program. If provided, the funds will be used to host young scientists, according to the priorities impos ed
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 'Attenuation Tomography Using Novel observations of Earth's free oscillations' (ATUNE) targeting Horizon 2020.

assistant: **Abstract**

Tectonic phenomena at the Earth's surface, like volcanic eruptions and earthquakes,are driven by convection deep in the mantle. Seismic tomography has been very successful in elucidating the Earth's internal velocity structure. However, seismic velocity is insufficient to obtain robust estimates of temperature and composition, and make direct links with mantle convection. Thus, fundamental questions remain unanswered: Do subducting slabs bring water into the lower mantle? Are the large low-shear velocity provinces under the Pacific and Africa mainly thermal or compositional? Is there any partial melt or water near the mantle transition zone or core mantle boundary?  Seismic attenuation, or loss of energy, is key to mapping melt, water and temperature variations, and answering these questions. Unfortunately, attenuation has only been imaged using short- and intermediate-period seismic data, showing little similarity even for the upper mantle and no reliable lower mantle models exist. The aim of ATUNE is to develop novel full-spectrum techniques and apply them to Earth's long period free oscillations to observe global-scale regional variations in seismic attenuation from the lithosphere to the core mantle boundary. Scattering and focussing - problematic for shorter period techniques - are easily included using cross-coupling (or resonance) between free oscillations not requiring approximations. The recent occurrence of large earthquakes, increase in computer power and my world-leading expertise in free oscillations now make it possible to increase the frequency dependence of attenuation to a much wider frequency band, allowing us to distinguish between scattering (redistribution of energy) versus intrinsic attenuation. ATUNE will deliver the first ever full-waveform globa
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 'Hardware Acceleration with Tunable SRAM/IMC Voltages' (ACROBAT).

assistant: **Innovation**

Deep Neural Networks (DNNs) are the fundamental component in most artificial intelligence applications. With the increasing number of applications based on artificial intelligence, the performance and energy efficiency of architectures running these algorithms have become crucial, especially for battery-powered platforms. In this work, I propose an energy optimizing memory design framework with a special SRAM/in-memory-computing structure. It also utilizes datapath optimization techniques like quantization and pruning with a fine-level assignment. Compared to other hardware accelerator studies for DNN processing, in this work, I will show that this special memory design, together with the architectural datapath optimization techniques, will have a much better capability of finding the Pareto optimal point in the energy-accuracy trade-off and increase the profitability of the final design.


**Keywords:** In-memory computing, SRAM, low-power, deep neural networks, hardware acceleration
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 'Manipulation of Transfer Cells to Improve Grain Filling' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

The modification of a cell for a transfer function is a phenomenon widespread in plant development and underscores some of the major differentiation processes which take place. In addition to their localization in the vascular system, transfer cells are found in the suspensor, which is a vital component of early embryo development, at the sporopytee/megagametophyte junction, where they promote solute partitioning to the developing seed, and at the sites of interaction with other organisms, for example in nematode cysts. Despite their wide distribution, the biogenesis of transfer cells, and their quantitative contribution to solute partitioning have still to be investigated. Recent progress in Europe, including the isolation of transfer cell-specific markers, the manipulation of partitioning by transgene expression, and the refinement of physical and immunological techniques for analysing steps in cell differentiation promise to provide a wealth of information, needed to make rational improvements by manipulating plant crop plant physiology, and specifically to permit the expression of enzymes and other value-added proteins in this seed compartment. The present proposal brings together leading EU specialists on transfer cells, and the analytical techniques required for understanding their function and exploitation. The Biotechnology Workplan identified a number of areas of plant research with serious defects in basic knowledge: cell transport and partitioning, sink/source relationships, and the differentiation of intercellular matrixes. This proposal, which is divided into 4 work packages WP 1 to 4, will make a focussed contribution to these topics. WP 1, the identification of promoter elements necessary to confer transfer cell-specific expression is an essential pre-req
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 'Fate and effects of cytostatic pharmaceuticals in the environment and the identification of biomarkers for and improved risk assessment on environmental exposure' (CYTOTHREAT) targeting Seventh Framework.

assistant: **Abstract**

CytoThreat addresses the need to assess the risks of pharmaceuticals released in the environment, focusing on cytostatic drugs because they are highly hazardous compounds due to their genotoxic properties which may cause unexpected long term effects. Their release in the environment may lead to systemic ecological effects and increased cancer incidence, reduced fertility and malformations in the offspring in humans. The occurrence, distribution and fate of selected widely used cytostatics in different aquatic matrices, their acute and chronic toxicity and impact on the stability of the genetic material in a variety of aquatic organisms representing different trophic levels is addressed to provide data sets necessary for scientifically based risk assessment. Special emphasis is put on the combined effects of environmentally relevant mixtures. A combination of state-of-the art analytical chemistry, in vivo and in vitro systems, and ‘OMICS’ technologies is applied. In vivo studies with zebrafish models aim at identifying linkages between the genomic profiles, exposure conditions and adverse effects in vertebrates to identify molecular biomarkers for adverse effects of specific groups of cytostatics to be used as diagnostic markers and for predicting synergistic effects of combined exposures. Comparative in vitro genotoxicity and transcriptomic studies with zebrafish and human derived cells will provide additional information for the extrapolation of toxicological data to humans. Comparisons with the hazardous effects of other groups of pharmaceuticals will provide knowledge on the magnitude of the problem. CytoThreat will generate new knowledge on environmental and health risks of cytostatics and provide objective arguments for recommendations and regulations. Partners for
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 'Future European Fuel Cell Technology: Fit for Automatic Manufacturing and Assembly' (Fit-4-AMandA).

assistant: **Concept**

The main target of our work is to industrialise the stack production, to deliver affordable fuel cell systems in larger quantities to saturate the emerging market/demand. Heart of our call is to build a worldwide new and unique machine which allows serially* produce the centrepiece of fuel cell system: the stack.This will revolutionize the way how stacks are produced in future. The members of the consortium are: a developer and producer of fuel cell systems (Proton Motor Fuel Cell GmbH), a supplier of MEAs and BiPolar Plates (BPP) (IRD), a supplier of industrial machinery for assembly, handling and testing equipment (AUMANN), two renowned research institutions (Technische Universitat Chemnitz / ALF, Fraunhofer IWU) and a EU project management expert (Uniresearch B.V.) and last but not least, UPS an international transport OEM with its own vehicle production of Light Commercial Vehicles.The result of our project work can be used for several purposes: Branding, Prototyping and Business development. The stacks can be used outside of automotive industry, because they can be adapted to other applications (such as uninterruptible power sources) by the design of a fuel cell system.
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 'INTEGRATED SOURCES FOR ULTRAPURE OSCILLATIONS FROM ACOUSTICAL TO LIGHT WAVES' (ULTRAPURE).

assistant: **Innovation**

Many high-performance photonics applications with immense potential such as quantum sensing, atomic clocks and THz communications are hindered in their translation from academic research into real-world solutions by the absence of methods to generate oscillations of sufficiently narrow linewidth, high spectral purity and long-term stability in small integrated devices. ULTRAPURE will enable the generation of ultrapure waves in the radiofrequency, microwave, terahertz and optical domain enabled by stimulated Brillouin scattering (SBS) in an integrated thin-film lithium tantalate (TFLT) platform to realise these solutions.Compared to other state-of-the-art materials, TFLT is the first material that promises simultaneous realisation of high SBS gain, narrow linewidth, minimal propagation losses, high integration density and high potential for scalability due to intrinsic material properties such as absence of birefringence, as well as very high optical damage threshold and thermal stability. The high SBS gain in TFLT will be exploited to design chip-scale Brillouin lasers at different wavelengths that achieve a linewidth of around 1 Hz and a side-mode suppression ratio > 40dB, together with additional features such as modulation on-chip. These lasers constitute the basis of the ULTRAPURE applications: A coherent population trapping (CPT) atomic clock that will achieve a stability of <5x10^-13 at 1 s and <2x10^-14 at 1 h, and a volume of 1-3 L, thus overcoming the trade-off between stability and size of current alternatives, and a THz source with linewidths of around 1 Hz, a continuous tuneability from 300GHz to 1 THz, SMSR >50 dB and a precise stabilisation of the generated frequencies. These advances will facilitate breakthroughs in various photonics applications, e.g., l
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 Fifth Framework proposal for the project 'Test methods on wear resistance and long-term stability of furniture surfaces'.

assistant: **Objectives**

The aim of the project is the development of unified selected voted test methods for furniture surfaces in Europe to contribute to CEN TC 139 and CEN TC 207 WG 7. The contributions concern unified test methods on scratching, abrasion and impact resistance, on resistance against changing temperatures and climates, on light fastness resistance due to existing non-comparable national standards and will be complementary to the European standards on chemical resistance against cold liquids and resistance against dry and wet heat. Investigations and round robin tests with 9 partners from research institutes and industry of 8 European countries will obtain tests to reproduce quality and long time durability with high repeatability, reproducibility and objectivity. The methods to be developed are tools for the design process and for quality control in the production process in lacquer and furniture industry, improving their competitiveness.
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 'Bioinformatics Optimisation Training' (BIOPTRAIN) under Sixth Framework.

assistant: **Objectives**

Completion of the sequencing of the entire human genome and other major technological advances in bioinformatics have opened up a huge range of scientific challenges that will need to be addressed in order to maintain Europe's scientific and commercial competitiveness and effectiveness in this emerging area of healthcare. An FP6 Network of Excellence, BIOPATTERN, has been established to integrate leading institutes around Europe to form a virtual institute for the study of individualised healthcare. The overall grand vision of BIOPATTERN is to integrate the analysis of nano-level bioinformatic data with micro level biosignal data and macro level patient information data in a pan-European cooperative research effort to combat major disease classes.Selected members of BIOPATTERN will form the core of the BIOPTRAIN EST, the aim of which is to establish a complementary wide-ranging training programme of world-class quality in bioinformatic optimisation algorithms. This will bring together academics from University of Nottingham (UK), University of Florence (Italy), Katholieke Universiteit Leuven (Belgium), University College of Boras (Sweden) and Poznan University of Technology (Poland) to form the necessary multi- and interdisciplinary team to deliver a programme narrow in focus (computational algorithms for optimisation of bioinformatic problems), yet broad in influence and perspective (with contributions from many disciplines including computer science, chemistry, biology, medicine, etc.).There are two crucial groups of beneficiaries:(i) the next generation of European scientists will be trained to take advantage of the latest advances in bioinformatics with an aim of creating a vibrant, future-proof and self-sustaining research effort; and(ii) the European citizen will