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 the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Photochemical Desymmetrization for Stereoselective C(sp³)-H Functionalization via HAT Catalysis'.

assistant: **Objectives**

A pressing challenge in synthetic chemistry is developing sustainable methods to convert abundant feedstocks into valuable chiral products. The DESY-HAT project addresses this by pioneering new catalytic techniques, powered by visible light, to achieve stereoselective functionalization of carbon–hydrogen (C–H) bonds, the most ubiquitous moiety in organic molecules. Specifically, the project aims to access complex chiral molecules directly from readily available C–H substrates, including natural products, through enantioselective C–H functionalization via Hydrogen Atom Transfer (HAT) processes. The DESY-HAT project focuses on using HAT to selectively target C(sp³)–H bonds in symmetrical and meso substrates. The resulting desymmetrization processes will provide direct access to highly enantioenriched chiral products. This innovative approach, combining HAT with enantioselective organocatalysis, is a largely unexplored frontier in the field. The project will develop HAT desymmetrization strategies and apply them for enantioselective C(sp³)–C(sp³) and C(sp³)–heteroatom bond formation.The project benefits from the Melchiorre group’s expertise in radical photochemistry and organocatalysis and will receive industrial guidance from Bayer AG Pharmaceuticals to identify suitable C–H substrates and assist with scaling up processes to practical applications. Through this interdisciplinary research, DESY-HAT will generate chiral compounds with biologically relevant frameworks, advancing the field of asymmetric synthesis while providing me with crucial skills for the next stage of my career.


**Keywords:** radicals, asymmetric catalysis, organocatalysis, hydrogen atom transfer, photocatalysis, desymmetrization
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 'Nanoscale Electrochemistry in Ionic Liquids' (NEIL).

assistant: **Innovation**

This proposal presents unique approaches for the characterization of charged interfaces and interfacial phenomena at the nanoscale in ionic liquid (IL) media, through the implementation of innovative, quantitative high resolution scanning probe (electrochemical) microscopy techniques. The overarching goal is to introduce new methodology that will enable a comprehensive understanding of interfacial phenomena in these neoteric solvents and bring major new insights on the functional properties of surfaces and nanomaterials. The scientific scope of this project involves: (i) the characterization and mapping of the electrical double layer at IL/electrode interfaces; (ii) visualization of reactivity at the nanoscale using functional imaging techniques and; (iii) single-entity electrochemistry in ILs, from individual nanoparticles (NPs) to single molecules. The reactivity mapping and single NP studies will focus on assessing the electrocatalytic activity of novel nanomaterials (e.g., graphene, nanotubes, metal and metal-oxide NPs) towards the hydrogen evolution and oxygen reduction reactions, which are of fundamental and technological (e.g., fuel cells, lithium-air batteries, water splitting etc.) importance. The research proposal is highly interdisciplinary, and there is a natural synergistic fit between the Fellow’s profile and activities at the Host Warwick group. The proposal draws on Fellow’s strong background in electrochemistry, particularly his expertise in applying ILs in fundamental and applied electrochemical research, which will be married with the world-leading research on innovative nanoscale electrochemical imaging techniques developed at Warwick. With considerable support and world-class expertise from the Host group and its collaborators, this project will pro
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 Europe proposal on 'Machine Learning for Offensive Computer Security'.

assistant: **Concept**

Despite a long series of research, computer attacks still pose a major threat to the security of digital systems. Different malicious actors, such as cybercriminals and intelligence agencies, continuously develop new offensive techniques to evade and outsmart existing defenses. As a result, security research is in a constant arms race and needs to anticipate novel developments as early as possible.   However, one of the key technologies of the last years, machine learning, has received very little attention in offensive security so far. The simple question — ''how would a hacker use machine learning?'' — is largely unexplored and there is a striking gap in current research that hinders the anticipation of forthcoming threats.  The project Malfoy closes this gap and systematically explores how machine learning can be applied for offensive computer security. By adopting the position of an adversary, we investigate how learning algorithms can be used to find security flaws, generate exploits, and construct computer attacks. To this end, we combine offensive security techniques with modern concepts for discriminative, generative, and reinforcement learning. Our goal is to assess how these techniques can interface with each other and improve their performance through learning. Based on this analysis, we become able to devise completely novel defenses that account for the presence of machine learning in the toolchain of attackers.  Despite its offensive nature, the project thus strengthens computer security: First, it explores an uncharted area of research and hence will substantially expand our knowledge about modern computer attacks. Second, the project gives rise to novel and disruptive protection mechanisms, which enable us to move one step ahead of  attack development. F
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'GNSS for Asia - Support on International Activities' (G5-AsiA), addressing dissemination and exploitation.

assistant: **Impact**

The G4-AsiA  project will support the European Commission in DEVELOPING AND IMPLEMENTING A GNSS STRATEGY FOR AsiA. The project will concentrate on the four core regions of the Asian economy: Japan, Korea, China and Taiwan and will cover both the INSTITUTIONAL and INDUSTRIAL dimensions. The goal is already to implement concrete actions within the Project span which will pave the way for permanent engagement and industrial relations in the future.  The Consortium is well qualified, building on own past project experience in the region, combining GNSS and industrial cooperation expertise in a highly complementary consortium. The Consortium which is composed of key European and Asian organisations is committed to make the project a SUSTAINABLE success.PROJECT PRIORITIES-Develop recommendations for a sustainable North-East Asia GNSS Strategy for the European Commission-Provide content and support to GNSS policy dialogue (Seminars)-Conduct regular GNSS-related technology surveys for G4 Region-Analyse on an ongoing basis opportunities and risks for GNSS-related industrial cooperation (practical guide for guide for industry on the countries / subregion )-Support joint and local applications development with established and new instruments – support piloting and implementation of these activities-Support information flow from Galileo to relevant stakeholders in the G4 RegionSERVICES, RESULTS & MAIN DELIVERABLES-Coordination and Support Action complementary to EC activities-Active involvement of local stakeholders in particular through regular seminars-Support in development of a strategy towards the G4-AsiA region-A portfolio of tools and activities tailored to Commission and G4 needs-Network with a systematic radar on GNSS activity and enabling factors-Systematic approach of th
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 'A CIrcular Multilayer Plastic Approach for value retention of end-of-life multilayer films' (CIMPA) targeting Horizon 2020.

assistant: **Abstract**

2.6Mt of multilayers films waste are incinerated or landfilled every year due to a lack of economically and environmentally sustainable recycling solutions. Consequently, more than 3B€ multilayer plastic films value is lost to the economy every year. CIMPA (A CIrcular Multilayer Plastic Approach for value retention of end-of-life multilayerfilms) will develop a recycling value chain for post-industrial and post-consumer multilayer films (from food and agricultural applications) to retain 12 up to 72% of their value yield based on a synergetic approach combining (i) innovative compositional sorting (combining NIR- and digital watermarking sorting), (ii) mechanical and physical (dissolution) recycling, (iii) decontamination process and (iv) upgrading (advanced scCO2-based decontamination, properties tuning) solutions. Up to 2.34Mt/y of recycled materials will be saved and reintroduced in production to substitute virgin materials. A key objective of the overall process will be to produce recycled materials compliant with (i) agriculture standards and (ii) food contact applications. A challenge test will be submitted to the EFSA to validate the process decontamination performances down to concentrations not causing risks to human health. Environmental, health, safety and cost benefit assessment of the solutions will be conducted based on LCA and LCC analyses. A regulation survey and a SSH methodology ensuring systemic engagement and acceptance of all actors along the value chain will be implemented for a widespread integration of the solutions in the industry and civil society. CIMPA will retain in the economy 0,3B€ to 2,2M€/y of multilayer plastic films value, and reduce CO2 emissions by 2.1Mt/y, equivalent to 0.15% of whole EU CO2 emissions. CIMPA gathers 4 experienced RT
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Molecules in strong femto-second laser pulses' to be submitted under Fourth Framework.

assistant: **Abstract**

Research objectives and content The goal of this project is the theoretical description of molecules and clusters in super-intense femto-second laser pulses. Sin the advent of high-power laser sources, a wealth of new highly non-linear phenomena has been observed such as the multiphoton ionization with subsequent Coulomb explosion of the molecule. As the electronic motion is intimately coupled t' the nuclear motion how such processes, a fully quantum mechanical treatment of both the electronic and the nuclear degrees of freedom is mandatory. We propose to treat this problem using time-dependent, two-component density functional theory (DF because of its numerical simplicity and tremendous success in the case of stationary many-body systems. Furthermore, one component time-dependent DFT has already been applied very successfully by the theory group of Prof. Gross to describe atoms in strong laser pulses. This expertise of the host institute combined with the previous experience of the candidate on static multi-component DFT promise that a significant contribution will be made to the understanding of the interaction of molecular system with strong electromagnetic fields. Training content (objective, benefit and expected impact) The training of the candidate on time-dependent density functional methods and their application to the interaction of molecular systems with electromagnetic fie1ds, complements his previous knowledge on static DFT. In the group of Prof. Gro large-scale computer codes (using massive parallelization) have been developed and very successfully applied to describe atoms in superintense laser pulses. Running and handling these codes will be an important part of the candidate's training. Hi experience will be valuable later in setting up a strong theory
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 'Cement-wood composite elements produced with the geca concept' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

A new Technology to make hollow modular building elements from cement-wood-water composite in a new type of press has been developed and successfully tested in a small scale prototype press. However, full scale tests are needed for evaluation of the method and the production technology. Therefore a full scale prototype press with auxiliary equipment will be built to be able to meet the main objectives of the project which are: to prove the basic technology from small to full scale, develop world wide compatible elements and utilize industrial, agricultural and household waste including CO2. The main objectives for the following sectors are: Industrial, add new products to improve the competitiveness of existing European machine industry, mainly for export and new highly competitive building elements to the EC and world market. Economical, reduce material manufacturing and associated life cost of some 30% compared with state of the art within the building industry. Social, turn organic waste from industry, agriculture and household and CO2 gained from exhaust industrial fumes into environmentally friendly products. Create some 5000 new permanent jobs including spin offs to existing machine and building industry in Europe, mainly because of new export. Technological, introduce a new type of press technology needed for production of the hollow elements. Develop various systems, such as C02-injection system, forming equipment and logistic system. Proposed approach to meet the above objectives: Design of the already proposed Ceca-press, full scale press. Construction of the full scale prototype press. Material and process development. Make elements for full scale testing. Testing of the machinery. Full scale testing of the elements as well as testing of joining - and detail
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 'Sensing the future: novel agronomy for resilient farming systems' (SenseFuture) under Horizon 2020.

assistant: **Objectives**

Future food production relies on efficient water use. This research project will focus on optimizing the utilisation of deep stored water in novel emerging agronomic systems in both semi-arid and temperate systems that incorporate three emerging agronomic interventions that lead to increased systems resilience; (i) altered crop phenology (earlier sowing of slower maturing crops); (ii) dual-purpose crops (used for grazing and grain); and (iii) summer cover crops. The project will utilise novel approaches for continuous deep water sensing to unprecedented depths combined with aerial canopy temperature imaging and autonomous root phenotyping using Convolutional Neural Network (CNN). Novel automated data capture on dynamics of water availability and deep root growth under various farming practices and contrasting soils and environments will also provide a validated dataset for model simulation. As a result, the project will contribute to formulation of a better decision-support system for farmers and breeders that can assist overcoming one of mankind’s greatest challenges. The overall project also aligns with the Sustainable Development Goals (SDGs), especially, Goal 2 (sustainable agriculture), Goal 6 (sustainable water management) and Goal 13 (urgent action for climate change) which EU has adopted and committed to implement. As such it is an excellent research and training opportunity for a Marie Skłodowska-Global Fellow.


**Keywords:** WUE, deep roots, water sensor
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 'BENIGN CASCADE EXTRACTIVE BIOREFINERY FOR CONVERTING AGRI-FOOD SIDE STREAMS INTO HIGH-VALUE POLYPHENOLIC BIOACTIVES AND FUNCTIONAL FIBRES FOR PHARMA, COSMECEUTICALS, NUTRACEUTICALS AND FOOD PRODUCTS' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

According to Eurostat, the agricultural sector is by far the biggest producer of the residual biomass in Europe, annually generating ca. 400 million tonnes (Mt) of dry agricultural waste. This residual biomass is usually either utilized for low value applications (compost or animal feed) or have to be deactivated to be safely disposed. On the other side, this residual biomass is highly rich in various bioactive compounds (oils, fatty acids, polyphenols, proteins) which could be used to improve the human health and wellbeing but usually lost for high-value applications due to the lack of comprehensive technology to effectively extract and preserve the bioactives. Among the natural bio-based compounds, polyphenols is the biggest class of bioactives with a range of beneficial properties for human health which have not be utilized for their full potential. PHENOLEXA project proposes to unlock the potential of polyphenols-rich agri-side streams (olive, grape shoots and leaves, chicory and onion residues) to procure bioactive compounds of high value via the development of cascade smart biorefinery which combines pretreatment of the biomass with benign environmentally friendly green solvents extraction technology. PHENOLEXA will focus on the processing of several types of agri and biowaste to create a pool of new functional polyphenolic bioactives with the tuned functionality (anticancer, antiviral, anti-oxidant, antimicrobial, antifungal, anti-inflammatory) whereas the remaining fibres and colorants will be utilised in functional foods. PHENOLEXA will demonstrate the technology of the bioactive ingredients procurement at TRL4/5 and will create lab scale prototypes of cosmetic, nutraceutical, pharma and functional food products with their proved efficacy by the end of the proj
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 Fourth Framework proposal on 'Living radical polymerization in emulsion for direct environmentally friendly preparation of dispersed polymers with compositional and architectural control'.

assistant: **Concept**

The project was successful in proving that xanthates (MADIX agents) are efficient controlling agents for emulsion polymerization for styrene and acrylate monomers. In parallel to that, a detailed kinetic study of the MADIX process was carried out in solution polymerization. The obtained kinetic parameters were taken into account to optimize the works in dispersed media. Block copolymers of styrene and acrylate monomers were synthesized in emulsion and the structure-property relationships of the latex films were examined. Molecular and process parameters were varied and their effect on the viscoelastic properties and surface properties of the films was quantified. This helped to extract the basic requirements for designing good candidates for PSA applications.Objectives and content The increasing need for products with better performance and durability requires the use of speciality polymers with controlled composition and architecture. However, no industrial cost-effective process is presently available to synthesise such polymers. Moreover, current processes are performed in solvent media and need recycling of solvents and thorough removal of organic residuals from the polymers. Finally, these processes are incompatible with water, while the demand for waterborne systems is growing fast due to environmental and occupational concerns. Living Radical Polymerisation (LRP), especially when applied directly in emulsion will be able to reconcile these conflicting demands. In LRP all polymer chains allow stepwise addition of monomer throughout the whole process by limiting the extent of chain termination. LRP thereby allows for the sequential radical polymerisation of monomers (multi-blocks) and construction of welldefined architectures. Being a radical polymerisation process