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: Draft an impact statement for 'Deep learning enhanced numerical simulations of mixed-dimensional models for subsurface flow', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Exploiting the subsurface as an energy storage site is a crucial step to meet some of the challenges arising from energy production by renewable sources. For such applications, a proper understanding of the subsurface flow is essential and calls for efficient and effective computational models. The main difficulties in the mathematical modeling arise from the highly varying material parameters as well as the presence of fracture networks, the latter aspect being crucial due to its leading impact on flow characteristics. These features are a leading source of computational complexity, often making it infeasible to use full order simulation models in real-life situations, particularly when there is the need to investigate different scenarios and/or quantify uncertainties.In this project, I will build on my acquired expertise in mixed-dimensional models of fractured porous media, where fractures are represented as a collection of immersed, lower-dimensional manifolds. Although these models lead to accurate numerical methods, the computational cost remains impractically high. To overcome this, I propose to develop reduced order models for mixed-dimensional flow problems. In particular, I will investigate how to properly capture non-linear dependencies on model parameters such as the fracture network configuration by extending and adapting the deep learning enhanced reduced order modeling techniques recently investigated by researchers of the host institution. The combination of research fields is reflected by the composition of the project: the proponent has a strong theoretical background in analyzing and discretizing mixed-dimensional models whereas the supervisor and associated host institute are leading experts in fractured porous media flow and application-driven reduc
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 'Enhanced GNSS-BF-INS Solution for Un-manned Vehicle Control' (GINSEC).

assistant: **Innovation**

The goal of GINSEC is to build a pre-commercial prototype of a low-cost, accurate and reliable naviga-tion system for professional drone market.Consumer-type navigation systems work quite well in general use despite the many practical problems that still affect them. Most noticeable in vehicle navigation are the slow time to first fix (up to a few min-utes), poor or no availability (outages in tunnels or dense cities), slow dynamics and poor accuracy (enough to occasionally miss an exit) and lack of a heading indication. If these problems can be annoy-ing to an occasional user, they may be critical to professional ones, especially if operating under emer-gency conditions (ambulance services, fire brigades).GINSEC aims at developing a navigation system that should solve these problems with various sensor configuration and fusion approaches:1. Redundant low-cost inertial units to improve dynamics and availability of navigation, possibly using a tightly coupled approach.2. Antenna arrays, to obtain heading estimation and beam forming to attenuate multi-path and interfer-ers.3. Map-assisted navigation: map database is actively used in the navigation filter to improve accuracy over traditional (e.g. stay on road) approaches.The GINSEC consortium consists of SMEs and RTD performers that are active in the GNSS/INS market. RTDs will mainly study and develop the data fusion algorithms for navigation, while the SMEs will de-velop, manufacture and test the prototype navigation system. The challenge is to implement and inte-grate all above technologies in the frame of limited size, weight and cost imposed by the drone market requirements. Through their collaboration, the partners aim to develop a navigation solution directly ex-ploitable on various kinds of drones.
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 'Optimize of shrinkage and warpage simulation programs for the industry of plastic paraopt' (1994-1998) under Fourth Framework.

assistant: **Objectives**

In the plastics processing industry, simulation software is increasingly used for product design and production preparation. Today's simulation tools are mainly concerned with the calculation of injection, holding pressure and cooling phases. As for simulations of shrinkage and warpage, strongly demanded by the industry, no reliable results are to be expected, especially for partially crystalline materials. For recycling reasons, partially crystalline materials (e. g. PP) are increasingly used, particularly in the automotive industry. However, the quality of the plastic components regarding their shrinkage and warpage cannot be calculated with the existing tools. Thus the scrap rate is still extremely high in spite of previous simulations of shrinkage and warpage behavior. It is the aim of this project to develop more complex simulation paramaters for the calculation of shrinkage and warpage behavior of amorphous and, in patricular, partially crystalline materials. It is meant to enable the disigners to see weaknesses"of their components as early as in the product design phase and thus being able to optimize the design for the production process. The result of the research project is to determine material data by means of clearly defined measuring devices and methods, so that shrinkage and warpage of plastic parts can be calculated in advance. Furthermore, different calculation models which mathematically describe the material behavior, will be tested according to their applicability. With these results, a maximum agreement of computability. With these results, a maximum agreement of computability and practice shall be achieved. Therefore, these results must be integrated in the simulation software by the software developers. Substantial cost savings due to smaller scra
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 'Cancer stem cells and asymmetric cell division' in the context of a Sixth Framework call.

assistant: **Objectives**

An intense line of current investigation in cancer is based on the connection between tumorigenesis and stem cell biology. Some tumours may originate from the transformation of normal stem cells at least in the case of blood, breast, skin, brain, spino-cerebellar and colon cancers. In addition, tumours may contain 'cancer stem cells', rare cells with indefinite potential for self-renewal, that drive tumorigenesis. Interestingly, the same signalling pathways (TGF-beta/BMP, Wnt and Notch pathways) appear to regulate self-renewal in stem cells and cancer cells. Self-renewal occurs through the asymmetric cell division of stem cells, which thereby generate a daughter stem cell and another daughter cell that contributes to populate the developing organ or the growing tumour.In the Drosophila nervous system, one of the best understood asymmetric cell division models; asymmetry is mediated by a biased Notch-dependent signalling event between the two daughter cells. ONCASYM Partners have recently showed i) that the process of biased signalling during asymmetric cell division is controlled by endocytosis and ii) that tumours can be induced in mutants with altered stem-cell asymmetric division. In human normal and cancer stem cells, asym. cell division is supposed to take place, but it has not directly been proved yet. Furthermore, the role of biased signalling by endocytosis in these stem cells has not been addressed to date.The aim of this proposal is 3-fold:i) to screen for genes involved in asymmetric cell division of human cancer stem cells,ii) to characterize the asym. cell division of these stem cells by using these candidate genes as markers and developing novel specific biosensors andiii) to functionally study the role of the identified candidate genes during asym. cell 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: Explain the overall concept, methodology and approach for the project 'Selective Antibodies Limited Immuno Assay Novel Technology' (SALIANT).

assistant: **Concept**

SALIANT aims to develop a hand-held device for real-time analysis of trace levels of explosives, chemicals and drugs. The key innovation is a positive detection lateral-flow test for small molecules that is highly sensitive and simple to use making it ideally suited to deployment by First Responders at crime scenes and terrorist incidents. Lateral flow immunodiagnostics has long offered the promise of fast, high quality testing for substances of low molecular weight. There have however been very real challenges to bringing the full power of such technology to bear in this area. The problem is simply size. Large analytes can support the simultaneous binding of both capture and detector antibodies, allowing typical excess-reagent sandwich immunoassays to be formatted in which increasing analyte concentration provides an increase of observable signal over a very low zero background. Small molecules are simply not large enough to support such simultaneous binding. Alternative systems in effect measure how much analyte is not present. This causes major problems in terms of precision, sensitivity and read-out where, classically, increasing concentration of analyte reduces the signal produced, making point-of-need devices often difficult to read. What is required is a robust system in which there is no observable signal in the absence of analyte, and even low level samples give an obvious observable signal over this zero background. SALIANT offers a system based on a small bindable moiety that is first conjugated close to the binding site of a primary antibody against the analyte such that when analyte binds the antibody, the moiety can still be bound by a labelled secondary antibody. A large reagent-analogue of the analyte is also introduced, binding analyte-unbound primary a
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 'Quality in molecular genetic testing: development of certified reference materials (CRMGEN)' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Molecular genetic testing involves the analysis of DNA for sequence changes. There has been a huge increase in the use of such tests in recent years. With such explosive growth in the application of a new technology for medical use, concerns about the quality and accuracy of the test results must arise. Reference materials (RMs) are used in laboratory analysis to ensure that tests are producing the correct result. Certified reference materials (CRMs) are RMs whose characteristics have been fully documented and validated. No CRMs are available for molecular genetic testing. This project will explore the production of various types of CRM for a range of molecular genetic tests. The prototype RMs will be validated by experienced genetics laboratories, and will be characterized by reference institutions before extensive field trials. The results will be used to develop guidelines for the production of CRMs for any molecular genetic test.
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 'Turning food waste into sustainable soil improvers for better soil health and improved food systems' under Horizon Europe.

assistant: **Concept**

Waste4Soil envisions the development of 10 technological and methodological solutions for recycling food processing residues from the food industry into local, biobased circular soil improvers for improved soil health. A user-driven standardised Evaluation Framework will support stakeholders from the food value chain, including waste managers, to assess their status towards food processing residues circularity and take action for recycling suitable waste streams into beneficial soil improvers. To ensure co-innovation and collaborative research, Waste4Soil will setup 7 Soil Health Living Labs across Europe, in Greece, Finland, Spain, Poland, Hungary, Italy and Slovenia, to study the valorisation of 8 types of food processing residues (i.e., meat, fish, dairy, cereals, olive oil, beverages (wine), fruits and vegetables, and processed food). The project focuses on assessing and improving the effectiveness of existing routes of food waste management to soil improver components, formulation and application methods by focusing on: 1)Anaerobic digestion residues by employing novel nutrient separation including Selective Electrodialysis, bio-electrochemical and membrane systems 2)Novel efficient Biochar production from food processing wastes and digestates 3)BioPhosphate processing 4) Effective composting process of solid residues 5)Protein hydrolysates acting as soil improvers and AD-Microalgae combined processes for soil biostimulants and 6)An enabling management platform applied in all living labs, with a growing database of data analytics, route optimisation applications, soil health evaluations and application recipe’s, commercial aspects, and the capacity to use IoT devices in logistics. The 27 partners and 1 associated partner supporting this project proposal are forming
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 'COMBINATION OF WIND POWER UNITS WITH A PUMP STORAGE POWER PLANT ON CRETE' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

- Reducing the production costs for wind energy through better performance of windfarm- Demonstration and testing of wind power units in combination with a pump storage power plant- Reducing the energy production costs for peak and intermediate load by substituting fossile power plants through hydroelectric and windpower- Efficient energy storaging of exceeding wind energy by a pump-storage unit- Integration of renewable energies in weak islands grids- Reducing of emissions (in particular CO2) of fossile power plants by windturbines and hydroelectrical power plants- Integration of pump storage plant in the environment of arid islands by using a closed water circuit and desalination by reverse osmosis- Avoiding stabilisation problems by wind power in weak island grids.1. Energy production costs (ECU/kWh) of wind turbines in combination with pump storage power plant 20-30% lower than energy production costs for gas turbines.2. Integration of renewable energies in weak island grids without stability problems for the grid.3. Implemenattion of the experiences and the know-how in further projects in similar regions.The Hellenic Energiekontor is planning a 15 MW windfarm (10 units of 1,5 mW) at the Monastery Epanosifi on Crete. The mountain near the monastery has promising wind conditions which allows low generation cost. The latest technology with 1,5 MW machines will be used to minimize investment and generation costs. Within this project the wind farm will be combined with a pump storage power plant (5MW) with a closed water circuit. Losses due to evaporation will be replaced by desalinated seawater due to reserve osmosis. The reason for linking the wind power plant to the pump storage plant is the following : During the night the base energy load of the grid has its minimu
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 'UNCONVENTIONAL SUPERCONDUCTIVITY FROM A MOTT INSULATING PARENT MATERIAL' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The mystery of unconventional superconductivity is one that is yet to be solved after decades of research. Better superconductors will have a crucial role in improved energy efficient applications such as power storage and transmission. While the highest temperature superconductors to date are the copper oxide family of antiferromagnetic Mott insulators, the origin of unconventional superconductivity in these materials remains mysterious. Furthermore, there are strikingly few other examples where unconventional superconductivity emerges from Mott insulating materials. In this project we adopt a two-pronged approach to find unconventional superconductivity and potentially novel quantum spin liquid phases in new classes of Mott insulating materials, and to understand the nature of the normal state out of which superconductivity develops in the family of copper oxide superconductors. In the first part of the project, multiple spin-orbit coupled Mott insulating materials will be tuned to induce superconductivity and / or an unconventional quantum spin liquid phase, and a roadmap relating materials properties to emergent unconventional superconductivity developed. In the second part of the project, we will aim to better understand the normal state out of which superconductivity emerges in cuprate superconductors by a study of the nature of Fermi surface evolution from a the small Fermi surface in the underdoped regime to a large Fermi surface in the overdoped regime, potentially via a quantum critical point underlying the superconducting dome. Our findings are anticipated to have important implications for the creation of newer and better superconductors.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Multiple-actOrs Virtual Empathic CARgiver for the Elder' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

MoveCare develops and field tests an innovative multi-actor platform that supports the independent living of the elder at home by monitoring, assist and promoting activities to counteract decline and social exclusion. It comprises 3 hierarchical layers: 1) A service layer provides monitoring and intervention. It endows objects of everyday use with advanced processing capabilities and integrates them in a distributed pervasive monitoring system to derive degradation indexes linked to decline. 2) A context-aware Virtual Caregiver, embodied into a service robot, is the core layer. It uses artificial intelligence and machine learning to propose to the elder a personalized mix of physical/cognitive/social activities as exergames. It evaluates the elder status, detects risky conditions, sends alerts and assists in critical tasks, in therapy and diet adherence. 3) The users’ community strongly promotes socialization acting as a bridge towards the elders’ ecosystem: other elders, clinicians, caregivers and family. Gamification glues together monitoring, lifestyle, activities and assistance inside a motivating and rewarding experience. Off-the-shelf components are assembled in a robust and reliable way to get a low-cost multi-actor IP-domotic platform that can be massively deployed at elders home. The use of software/hardware standards assures interoperability and makes MoveCare adaptable to utmost novel components. Full configurability, personalization, adaptation to elder needs applies to all components to maximize elder compliance, even when computer illiterate. On-field testing starting early in the project assures an implementation iterative approach involving all actors. MoveCare identifies functional and technical metrics to characterize and evaluate the system by means o