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: Compose the 'State of the Art and Innovation' section for a Sixth Framework proposal on 'Entanglement and entropy in continuous variable systems'.

assistant: **Innovation**

This project is aimed towards a full theoretical understanding of the interplay between entanglement and entropies in continuous variable quantum systems. Such systems, whose manipulation can exploit the powerful tools of experimental quantum optics, are particularly promising for quantum information. The first objective of the project will be to clarify the relations existing between logarithmic negativity and global and local entropies in multimode, multipartite Gaussian states.The symplectic analysis will be the main tool of such a study, aiming at an information theoretical interpretation of the local and global symplectic invariants and at bounding the negativity of multimode states by purity measurements (with the possibility of suggesting advantageou s experimental schemes to estimate the entanglement). Possible applications to many body systems will be considered. The extension of the theory of entanglement transformations to generic mixed Gaussian states will be addressed, by means of symplectic anal ysis and majorization techniques.The study of non- Gaussian continuous variable entanglement will be undertaken, with an especial attention paid to its resistance to decoherence. The possibility of beating Gaussian continuous variable protocols through non -Gaussian resources will be explored addressing, in particular, precision measurements and teleportation. A scheme for the realization of a bosonic quantum channel with memory will be proposed too. Such a project would promote European research in the rapidly developing field of continuous variable quantum information, endowed with remarkable technological perspectives.Crucially contributing to the professional growth of a young researcher in a first class European institution, it would entail a proper use of the
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 'The Next 100 Optimizing Compilers'.

assistant: **Objectives**

Ideally, advances in hardware design would directly translate to performance or energy improvements in software. In reality, this involves a manual process of tuning a sophisticated production compiler or hardware-specific rewriting of code. This process is challenging even for the few experts who possess the required range of skills.  Moreover, any errors introduced in this process affect the entire software stack and likely compromise its reliability and security.The aim of this project is to enable software to take full advantage of the capabilities of emerging microprocessor designs without modifying the compiler. Towards this end, we propose a new approach to code generation and optimization.  Our approach uses constraint solving in a novel way to generate efficient code for modern architectures and guarantee that the generated code correctly implements the source code.Unlike existing superoptimization and synthesis methods, our approach shifts the entire search problem into the solver.  Tight integration with the solver provides a way to reuse reasoning steps and guide the solver using domain specificinformation about the input program and the target architecture.  This approach paves the way to employing recent advances in SMT solvers and has the potential to advance SMT solversfurther by providing a new category of challenging benchmarks that come from an industrial application domain.I expect this project to revolutionize the way compilers perform hardware-specific optimizations.  It will eliminate an entire class of software errors and unrealized potential performance gains caused by modern optimizing compilers.  It will also aid hardware designers by providing greater flexibility for design explorations and faster deployment of new hardware.  Thus, this proje
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 Horizon 2020 proposal on 'Cleaning Litter by developing and Applying Innovative Methods in european seas'.

assistant: **Concept**

CLAIM focuses on the development of innovative cleaning technologies and approaches, targeting the prevention and in situ management of visible and invisible marine litter in the Mediterranean and Baltic Sea.Two innovative technological methods will be developed, a photocatalytic nanocoating device for cleaning microplastics in wastewater treatment plants and a small-scale thermal treatment device for energy recovery from collected litter on board ships and ports. An innovative floating boom for collecting visible litter and a method to measure microlitter on board ships (Ferrybox) will be developed. The proposed cleaning technologies and approaches prevent litter from entering the sea at two main source points, i.e. wastewater treatment plants and river mouths. Effectiveness of developed devices and methods will be demonstrated under real conditions. Additionally, CLAIM will develop innovative modeling tools to assess the marine visible and invisible plastic pollution at basin and regional scales (Saronikos Gulf, Gulf of Lion, Ligurian Sea, Gulf of Gabes and Belt Sea).An ecosystems approach will be followed to evaluate the potential benefit from proposed litter cleaning methods to ecosystem services. New business models will be developed to enhance the economic feasibility for upscaling the innovative cleaning technologies, taking into account the existing legal and policy frameworks in the CLAIM countries, as well as acceptance of the new technologies by their end-users and relevant stakeholders.The data and information produced will be made available to policymakers, stakeholders and end-users in a user-friendly format,both meaningful and tailored to each stakeholder group. CLAIM aims at the same time to raise public awareness with respect to having healthy oceans an
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 'Cutting fluids for low cost disposal' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The industrial objective of the proposed RTD is to provide European SME manufacturing companies, carrying out metal machining operations, with innovative and advanced metalworking fluid formulations. These formulations are to be developed such that they can be disposed of by economic and environmentally safe means using associated synergistic treatment processes. Modern day metal machining is almost exclusively carried out with the assistance of a metalworking fluid which acts as a lubricant and coolant. Approximately 90% of the volume of fluids currently in use across the EU are water miscible (i.e. diluted with water), but it is these water miscible metalworking fluids that present a significant environmental problem since they have finite lifetimes, and separation of the oil and water phases and subsequent disposal is difficult. They are cocktails of oils, environmentally damaging organic chemical additives such as chlorinated paraffins and biocides, and contain dissolved toxic metals. They will also support severe microbiological activity and exhibit high (and hazardous) levels of bacteria, yeasts, moulds and coliforms. Currently they can only be disposed of by dilution and sewer discharge or by chemical treatment and landfill processes that are expensive and subject to increasingly stringent regulations. The proposed RTD aims to develop a low cost solution to this problem and provide technology capable of minimising the environmental impact of metalworking fluid use by reducing the volume of fluid waste produced by an SME, and promoting a minimum of 50% savings in disposal costs incurred by SMEs. The technology objective relates to the development of: * Novel fluid formulations specifically for di with associated waste treatment technology, using innovative aercome
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 'Tracking epigenetic plasticity in circulating tumor-derived DNA to monitor drug resistance and guide personalized treatment in cancer patients' (EpiGuide) under Horizon Europe.

assistant: **Objectives**

Personalized therapy has revolutionized cancer care during the past decades, but still suffers from frequent drug resistance and relapse. A better understanding of drug resistance mechanisms and their timely tracking and prevention represent areas of urgent clinical unmet need. While novel or clonally selected genetic lesions including DNA mutations and copy number changes are well known causes of therapy failure, emerging evidence supports a role for non-genetic/epigenetic heterogeneity and plasticity in the selective process to escape the pressure of therapy. In addition to unravelling the mechanisms controlling this epigenetic plasticity to identify new therapeutic strategies, there is a growing need for novel tools to detect and monitor epigenetic heterogeneity and plasticity that currently do not exist. EpiGuide aims to establish a blood-based monitoring tool to trace epigenetic mechanisms driving drug resistance development during treatment. I will develop and optimize the EpiGuide assay, an analytic and computational pipeline that measures and monitors methylation and histone modifications of circulating cell-free DNA that tumor cells shed into the blood plasma. In a next step, the efficacy of the EpiGuide assay to detect epigenetic tumor cell state changes will be validated in mouse models and patient samples. The EpiGuide assay will also explore temporal and spatial dynamics of epigenetic switches related to drug resistance, and look for associations with clinical outcome. The long-term goal is to bring the EpiGuide assay into clinical practice for monitoring in clinical trials and personalized cancer care. Major impact of EpiGuide is expected for guiding patient-tailored and disease state-adapted therapies, with a specific benefit of earlier detection of evolv
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 'Smart Technologies for eneRgy Efficient Active cooling in advanced Microelectronic Systems' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The aim of STREAMS is to bring Europe into the new leading thermal management paradigm and maintain EU position at the forefront of ICT development. With a focused consortium gathering complementary experts, STREAMS will develop a generic active cooling thermal management solution (reaching TRL4), to keep nanoelectronic devices and systems performances at their best, while meeting IC future challenges.To successfully integrate Versatile microfluidic actuation, Anticipating thermal map and Thermal energy harvesting in a Si-based interposer, STREAMS will:- Lay-out advanced functionalities for the power efficient cooling control of application use-cases with critical heat load spatial distributions including hotspot areas (150 to 300 W/cm2) and background areas (20W/cm2) and temporal heat load variation in typical sub-second time scale - Develop self-adaptive and controlled micro-fluidic actuators to decrease by 25% both the pressure loss and the fluid flow rate, while controlling the temperature distribution within 15% below the acceptable limits of each component for spatial and temporal heat flux variation scenarios- Integrate IC compatible passive heat flux sensors (sensitivity up to S=100mV/K) at the interposer level to anticipate thermal map variation (time response~200ms, lateral spatial resolution=500µm)- Take advantage of existing thermal gradients to embed high performance nanostructured thermoelectric generator (harvested power up to 10mW) to power local functionalities (microfluidic valves, power management and read-out circuits, control ASIC)- Integrate the developed functionalities into a Si based interposer to demonstrate a smart, adaptable and embedded active cooling thermal management solution with reduced footprint (70% thickness reduction) and reduced 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: Write clear, measurable objectives and define the scope for the project 'In vitro neurotoxicology tests based on the coupling of brain slices to silicon microelectrode arrays' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The main objective of the proposal is to develop a new easy-to-use tool for in-vitro screening of neurotoxic agents, based on changes/disappearance of electrophysiological activity in acute brain slices and organotypic slice cultures as a consequence of their exposure to neurotoxic agents. The proposal will take advantage of silicon technology by developing a micromachined multi-electrode array to be functionally coupled to brain slices and organotypic slice cultures. Thus allowing multi-site measurements repeatable in time. The ease of use of the new tool should rely on the design of an optimised measurement micro-chamber for acute brain slices and organotypic brain slices. The core of the microchambe1 will be the array of micro-electrode on which biological samples will lay. This recording /stimulating array will form the bottom of the micro-chamber. The micro-chamber should guarantee the best possible approximation to physiological conditions (Cf. Central Nervous System Slice Preparations", 3rd Int. Conf., June 1994, J. of Neurosci. Methods, 59, 1, 1995). Appropriate software / hardware tools will be developed to optimise multi-site recording/stimulation of the electrophysiological signals and their processing in order to "translate" them into a highly reproducible neurotoxicology screening test. The development and use of the new array - based micro-chamber will be paralleled during the proposal by histological, biochemical and standard electrophysiology tests. Measurable objectives to be achieved in the design of the chambers are: 1) biocompatibility of all the materials in contact with the live neural cell cultures, 2) chemical stability of chosen materials in saline and culture media, 3) automated multi-site recording and stimulation and 4) ease of handling. The
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 'Multidisciplinary modelling approaches to understand harmful algal bloomsdynamics'.

assistant: **Objectives**

Harmful algal blooms (HABs) cause large economic losses every year in aquaculture and fisheries worldwide, due to shellfish toxicity and mass fish mortality. Understanding HABs dynamics requires an integrated strategy that includes not only observation but also modelling. Models are essential tools toward defining the complexity of HAB events and forecasting their occurrence (e.g., bloom initiation, intensity, duration, and decline).Coupling physical effects (turbulence, shear, advection) and biological behaviour (migration, physiological adaptation) holds the key to understand HABs dynamics. However, biological models are still at basic stages due to the lack of knowledge of the life history parameters and behaviour patterns of HABs species. In this project, we propose the development of an expert system, using non-linear techniques, which will include existing and newly acquired knowledge of the behaviour of HABs species in the study areas. This expert system will account for the physiological condition and behaviour of individual organisms in a Lagrangian particle-tracking model. Advection and diffusion used to force the IBM will be obtained from simulations of coupled physical models This multidisciplinary modelling approach will be a very useful tool to elucidate the mechanisms involved in HABs dynamics through the joint effects of organism behaviour and physical forcing.
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 'Advanced grinding technology of new aircraft engine materials' (AGNETA) targeting Fifth Framework.

assistant: **Abstract**

The European aircraft engine industry is aiming to use new advanced materials, such as gamma-titanium aluminides and single crystals, which offer improved mechanical properties. By means of these advanced engines the fuel consumption will decrease, emissions and noise will be reduced. A manufacturing technology for those new materials which is efficient and highly reliable has to be developed. A key technology for the manufacturing sequence is the grinding technology. The innovative process, variant speed stroke grinding with super abrasive grinding tools, is proposed as a corresponding approach. For the realisation of this new grinding technology a concurrent development of a new machine tool concept, adapted super abrasive grinding wheels and an adaptation of the process itself is required. Focus is also on ensuring work piece properties while machining with the proposed technology.
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 'Sparse Measurement-Based Reduced-Order Models of Fluid-Structure-Interactions' (SMARTFLUIDS).

assistant: **Concept**

Fluid-structure interaction (FSI) is a ubiquitous phenomenon in industry such as ocean engineering, biomedicine, aerospace and a driven idea for hydrokinetic energy conversion. Strong nonlinear interactions between flow and structures, as well as turbulent flow bring a huge challenge for understanding and dynamics prediction of the FSI systems. Facing with this challenge and the rising motivation of harnessing clean energy from natural fluids, SMARTFLUIDS aims to build a framework of developing Reduced Order Models (ROMs) with low complexity but retaining dominant physics for FSI, which will bring a deep understanding and efficient prediction of FSI. A low-dimensional subspace of the FSI will be extracted using modal analysis through Variational Autoencoders (VAE) based on deep learning (DL) of FSI data. The FSI data will be obtained by performing high-fidelity computational fluids dynamics (CFD) simulations of classic FSI problems. The ROMs are developed by both physics-informed mapping of governing equations onto the low-dimensional subspace and data-driven techniques to deal with nonlinear and unresolved parts of the FSI. Physical constrains are incorporated and sparse measurements of the FSI will be used in building the ROMs. Dynamics and future states of the FSI, hydro- or aerodynamic loads on the structures and structural responses can be predicted based on the ROMs. SMARTFLUIDS will provide an innovative and systematic view of FSI by focusing on a few dominant features and enrich the knowledge of FSI physics by adopting latest DL techniques. The project will bring a novel solution to reduce time and cost of CFD and experiments in predicting FSI dynamics and structural responses for engineering design of pipelines, cables, wind turbines blades, airplane wings and
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 'Changes in mollusc shell microstructure through time', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

What controls the fine-scale structure of the mollusc shell? How did the adaptability of shell microstructures contribute to major diversifications of the Mollusca? These are our primary research questions, and to answer them we will employ transmission and scanning electron microscopy (including x-ray and backscattered electron diffraction) to collect new information on mostly fossil but also modern molluscs. We will compile biologic and geologic data on Phanerozoic molluscs and analyse patterns with phylogenetics and statistics software, allowing tests of hypotheses about controls on shell microstructure and the nature of escalation between predators and mollusc prey.
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 'Biological nuclear magnetic resonance in the post-genomic era', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Nuclear Magnetic Resonance is a powerful tool in the study of protein structure. I propose to exploit this tool and the wealth of genetic information available by converting such information, by the use of molecular biology into proteins relevant to health and cell function for structural study.