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: Describe how 'Skyrmionic Artificial Neural Networks' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The Skyrmionic Artificial Neural Network (SkyANN) presents a groundbreaking paradigm for neuromorphic computing, closely emulating brain neurophysiology by combining skyrmionic quasiparticles, which mimic neurotransmitters and facilitate complex computations at the synapse level, with electrical CMOS connections that simulate the propagation of action potentials among neurons for rapid and dense inter-layer connectivity. Our innovative magneto-electric devices aim to achieve energy consumption four orders of magnitude lower than CMOS technology and double the bandwidth for the same device footprint, enhancing edge inference and learning capabilities. This approach challenges contemporary neural networks implemented with CMOS digital, mixed-signal, and emerging in-memory computing technologies, which are limited by lower energy efficiency and reliability.Building on preliminary results from SkyANN partners, we plan an ambitious endeavor to develop a first-of-its-kind magneto-electric neural network, showcasing the promising potential of this novel technology. Along the way, we will refine materials, processes, design methodologies, and architectures to prepare the European micro- and nano-electronics ecosystem for the future, while supporting the EU's Green Deal vision.Our well-balanced consortium brings together complementary expertise and extensive knowledge, spanning from device physics to circuits and architectures across multiple layers of design abstraction. As a result, the SkyANN consortium is poised to facilitate the rapid transfer of fundamental discoveries to relevant industrial stakeholders, accelerating impact and reinforcing European strengths in the economically, geopolitically, and socially vital semiconductor sector.


**Keywords:** artificial neural net
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 'EU-FarmBook: supporting knowledge exchange between all AKIS actors in the European Union' (EU-FarmBook) targeting Horizon Europe.

assistant: **Abstract**

The current state of the art is that the project EURAKNOS has analyzed the knowledge of 28 Horizon funded Thematic Networks (TNs) and linked operational groups (OGs) and developed a vision and guidelines for a digital knowledge reservoir for an EU-wide agriculture and forestry practice. EUREKA has continued this effort by examining 120 Horizon funded MA projects within the EIP-AGRI  and developing a ‘proof of concept’ of such a knowledge reservoir building on the results of the EURAKNOS project.EU-FarmBook will capitalize on the results of EURAKNOS and EUREKA, making the data taken up in the platform more FAIR and adding necessary functionalities to the platform based on the users’ needs such as interactive peer to peer interaction and user content evaluation tools. Moreover EU-FarmBook will assure the linkage to traditional dissemination channels, such as agricultural journals, on farm demo activities, and training and education initiatives. The EU-FarmBook will therefore work closely with associations of journalists (ENAJ), educational and training institutions and strengthen the ties with EIP-AGRI Service Point. The effort will also be expanded  by  looking  beyond H2020 and Horizon Europe funded projects, and OGs, through linkage and interoperability with national and regional initiatives. During the whole project an intensive dialogue will be maintained with AKIS coordination offices and CAP networks in all MS.The aim is that during the first stage of the project the concept of the platform will evolve to an exploitable product that will stimulate the exchange and collaboration between the AKIS actors at an EU wide scale. Targeted and efficient management of data and information to support agriculture and forestry practice from different sources will not only suppo
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 'The protection of silver collections from tarnishing' (1994-1998).

assistant: **Innovation**

The motivation of this project is to minimise the effects of pollution on Europe's rich heritage of works of art in silver. The chemical reaction of silver artifacts with indoor pollution results in aesthetically disfiguring tarnish which necesssitates regular cleaning in order to maintain the true appearance on which the beauty of these works of art rely. However, a small amount of silver is removed with each cleaning operation. This is most pronounced in inscribed or plated items. The sharpness of the inscriptions is reduced and plated objects may lose their silver coating entirely. Furthemore there are examples (silver threads on historic textiles or Daguerrotype photographs) where the safe removal of silver tarnish is a very difficult issue. For the protection of silver in display and storage environments different strategies for protection against tarnishing may be appropriate. This proposal seeks to use two metthods to protect silver; absorbents and transparent plastic enclosures. The former method is applicable to display or storage, the latter, for aesthetic reasons is restricted to storage areas. The use of a protective enclosure containing a pollution absorbent would be a compelling combination of pollution mitigation measures, as yet not advotated for silver collections. The results of an international questionnaire confirm that research on these methods of silver protection is now required. In addition, it is necessary to be able to quantify the concentrations of pollutants in display and storage cases accurately in order to assess the threat to silver collections. Quantification of the relevant pollutants (hydrogen suphide and carbonyl sulphide) at the very low ambient concentrations (down to parts per trillion) which cause silver tarnishing is not standard
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 'Kinetochore-microtubule Interaction and Chromosome Instability' (2002-2006).

assistant: **Innovation**

Imbalances in mitotic processes may lead to gain or loss of chromosomes, a hallmark of many human cancers. The spindle checkpoint ensures fidelity of cell division by monitoring connections between the kinetochores and spindle microtubules.Kinetochores that lack physical tension and/or stable microtubule attachments emit a signal to prevent the onset of anaphase by restraining a mitotic ubiquitin ligase, the anaphase-promoting complex (APC). The main principles of APC regulation by the spindle checkpoint a re well known but molecular details of how the inhibitory signals are created at the kinetochores and then broadcasted throughout the cell are unclear.Recently, molecules belonging to Aurora B protein complex (Aurora B/Survivin/Incenp), Ndc80 protein comp lex (Ndc80/Nuf2/Spc24/Spc25), and microtubule plus-end proteins (Mast/Adenomatous polyposis coli/EB1) have been implicated in regulation of kinetochore-microtubule connections and spindle checkpoint signalling.The objectives of this proposal are at two levels. First, we aim to elucidate how these kinetochore subcomplexes and microtubule plus-end proteins orchestrate the dynamic interaction between the chromosomes and microtubules, how they participate in generation and transmission of the checkpoint signals, and how malfunction or absence of these proteins may induce malignant cell growth.To achieve these goals the team will use modern live cell imaging techniques and molecular biology methods. Secondly, the proposal is intended to enable my return from my present junior faculty position in USA to Europe and set up a research group in Finland where this field of biology is underrepresented.My other academic objective is to create profound interrelations with the European and national bioscience communities. This woul
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 'SELF-HEALING POLYMERS FOR CONCEPTS ON SELF-REPAIRED AERONAUTICAL COMPOSITES', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

A composite aero-structure with self-repair capabilities will offer durability, extend its service life and prolong maintenance protocols leading to lower aircraft operational costs. Despite the extensive research activities in the area of self-healing resins applied to composite materials, the research for aeronautical applications is currently very limited. To this end, the main objective of HIPOCRATES is the development of self-repair composite materials by transforming widely used resins within aeronautical industry to self-healing materials, facilitating this way the subsequent certification and its related cost. Taking into account the current technological maturity of self-repair, secondary structural composites shall be targeted. The transformation will be done through the epoxy enrichment with appropriate chemical agents, following three main strategies: a) The nano-encapsulation strategy that involves incorporation of nano-encapsulated healing agents and a dispersed catalyst within a polymer matrix, b) The reversible polymers strategy where remediable polymer matrices follow the Diels-Alder chemical reaction rendering damage repairable through triggered reversible cross-linking. c) A combination for the first time of a) and b). For all strategies the current progress of nano-technology will be utilized towards either better facilitation of self-healing process (e.g. nano-carriers) or enhancement of the self-healing  performance or integration of other functionalities (e.g. monitoring of the self-healing performance, activation of DA reaction). Impact, fracture and fatigue mechanical tests are envisioned to assess the self-healing efficiency. Manufacturing challenges that arise from incorporating such self-healing thermosetting systems into fibrous composites (
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 Seventh Framework proposal on 'Novel Biomimetic Organocatalysts'.

assistant: **Innovation**

The primary aim of this project is to substantially expand the frontiers of current benchmark organocatalytic technology by the design, preparation and evaluation of the first class of thiol-based nucleophilic catalyst capable of emulating the action of NAD+-dependant enzymes such as aldehyde dehydrogenases, which promote the chemoselective oxidation/reduction of aldehyde substrates under mild conditions in aqueous media. The proposed artificial enzymes are designed biomimetically (in the true sense of the word) – only careful examination of the core enzyme competencies, modes-of-action and active sites has guided the design process. One of the key issues which this proposal addresses is the inherent difficulty associated with the design of artificial cofactor-dependent enzymes due to the requirement for a) efficient recognition by the catalyst of both the substrate and the cofactor, and b) the exertion of control over their encounter in the active site. We intend to tackle this challenge by covalently attaching groups functionally equivalent to the catalytically active residues of aldehyde dehydrogenases to a rigid NAD+ analogue in a manner which allows for their synergistic and biomimetic cooperation. Structure determination/mechanistic studies and the application of these new catalysts in a range of oxidations/reductions (we envisage that this project will result in the first organocatalyst able to demonstrably promote either - depending on the reaction conditions), (dynamic) kinetic resolutions, desymmetrisations, and ligations) will be undertaken and the development of catalytic processes for reactions currently outside the scope of any catalytic methodology is a clear long-term goal. We also wish to pursue the application of this potentially groundbreaking nucleop
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 'Optimization and performance improving in metal industry by digital technologies' in the context of a Horizon 2020 call.

assistant: **Objectives**

The INEVITABLE Innovative Action aims to realize a fully digitalized monitoring technology for an optimized and improved performance of manufacturing processes. Use cases from the energy and resource intensive sectors steel and nonferrous metals are addressed, whereas the considered manufacturing sites are in Slovenia, Austria and Spain covering primary and secondary steelmaking and investment casting of nonferrous metal alloys.The focus of INEVITABLE is to develop high-level supervisory control systems for different production plants and on the demonstration in operational environment (TRL 7) to enable autonomous operation of the processes based on embedded cognitive reasoning. Key Performance Indicators will be defined related to resource consumption and product qualities. Based on that, a full digital transformation of the plants will be done including acquisition, storage, processing and analytics of data streams, furthermore, communication and automation, and finally, standardization of relevant data interfaces. Predictive models will be developed being combined with smart and networked sensor technologies to correlate process parameters with quality indicators of the manufactured products. The models will be tested in offline mode on the one hand, and in online mode on the other hand by means of comprehensive plant trials at the industrial partner sites. Dissemination activities will transfer the knowledge throughout the SPIRE sectors. The industrial partners are supported by scientific partners with excellent competences in the field of digitalization.INEVITABLE will improve the capabilities for reliable and real-time control logics of final product properties and process efficiency to increase the flexibility of plant operators. Improved and flexible production
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 'Copper Catalysis Applications' (CatalApp).

assistant: **Innovation**

An innovative methodology has been developed in the field of copper-catalyzed cross coupling catalysis, with the goal of developing more efficient and sustainable synthetic protocols used by Chemical and Pharmaceutical Industries.Successful research developed within the ERC-2011-StG-277801 project has led to discover new methodologies for sustainable catalytic transformations using copper catalysts to form C-C or C-heteroatom bonds, finding out the feasibility of uncommon copper(III) species as key intermediates. This new methodology features three main advantages: a) Precise design of the auxiliary ligands used in these transformations is a pathway of a more sustainable reactivity; b) competitive alternative to the price and toxicity disadvantages of Pd-based catalysts; and c) it can impart distinct selectivity that will broaden the scope of synthetic tools.The goal of the present CatalApp project is to study the feasibility of bringing this technology into a pre-commercial stage, with the aim of accelerating the access to the market of this new methodology. The pre-commercial stage will be orientated into:1) A technical perspective that will be achieved by scaling-up current gram-scale methodologies to kilogram scale procedures.2) An Economic and legal perspective, which include an analysis of Intellectual Property (IP) protection needs, evaluation of patent filling procedures required to provide an adequate protection of the different developed methodologies, a market study to identify specific potential uses of these synthetic tools, and a review of potential commercialisation partners.The expected outcomes of the PoC project will be the commercial availability of a portfolio of synthetic methodologies based on Copper, designed for specific applications. The strive
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 'Biomineralization for lithography and microelectronics' (BIO-LITHO) targeting Sixth Framework.

assistant: **Abstract**

The impact of biomineralization processes on lithographic and microelectronic production processes has not yet been explored. As opposed to conventional industrial manufacturing, the biological synthesis of silica occurs under mild physiological conditions of low temperatures and pressures, with clear advantages in terms of cost-effectiveness, parallel production, and impact on the environment. The integration of nature-mimic biomineralization processes with micro- and nanofabrication will be a unique route to make them usable in the medium-long term for industrial application and production.In particular, some peculiar proteins of sponges (silicateins) catalyse the reaction of silica polymerisation to give ordered structures. Besides this catalytic activity, when the proteins are assembled into mesoscopic filaments, they serve as scaffolds that spatially direct the synthesis of polysiloxanes over the surface of the protein filaments.Hence, these biomolecules present the combined characteristics of:(i) chemical action (catalysis) for the formation of silica, and(ii) patterning action, by driving the silica on the surface of the filaments.We plan to exploit this unique combination within a novel technology, whose demonstrator will be the realization of patterned, aligned assembly of silica fibres, and their employment as insulating layers for prototype transistor devices. Two parallel strategies will be pursued for the production of large amounts of silicatein: (i) expression of the recombinant proteins, and (ii) development of in vitro primmorph cultures. Soft lithography techniques will be used for the controlled patterned deposition of molecules. Specific approaches will be designed and implemented, for the hierarchical assembly of silicatein fibres into functional ne
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 'A user friendly Decision Support System for an integrated vineyard management, for addressing quality and quantity production variability optimising the use of resources' (VINTAGE).

assistant: **Innovation**

The objective of this project is to offer to the SMEs Associations the first integrated management solution for supporting vine growers throughout vineyard life cycle, from planting to harvesting, aiming at addressing quality and production variability issues by means of an advanced Decision Support System (DSS). This DSS will be based on the output of well established and consolidated models applied to viticulture, and will assist the users in day to day management procedures, thanks to a user friendly web interface, assessing for instance the unique watering needs of each single parcel, controlling the growth phase of the grape, along with its vigour and maturity, optimizing at the same time the usage of fertilizers and parasiticides and limiting operators intervention on the soil and on the plant. With the application of information technologies it will be possible to fine tune wine production within the vineyard, maximising the oenological potential of thevineyards, and providing the vine-growers with the following, continuously up to date information: 1)Indication on the type of grape to be grown in the vineyard, being able to differentiate the production in case several zones of the vineyard present different agronomical features; 2)Indication of the ripeness of the grapes; 3) Real time indication, through micro-meteorological stations, of the soil properties, weather forecasts, and other parameters (fertilizing, irrigation, etc.)that can influence both yield but most importantly quality of the harvesting. 4) Indication of soil variability, which is one of the key factors that can affect vine growth fruit development, quality and yield; 5) indications of the zone at risk of fungi or parasites attack; 6) understanding and managing the dynamics of soil, water and ph