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: Write the concept and methodology overview for 'ARTIFICIAL INTELLIGENCE ENHANCED STRUCTURAL HEALTH MONITORING FOR EVALUATION OF TIME-DEPENDENT STRUCTURAL PERFORMANCE OF AGEING RAILWAY BRIDGES' under Horizon Europe.

assistant: **Concept**

The aim of the present proposal is to develop an innovative Artificial Intelligence Enhanced Structural Health Monitoring (AIESHM) for evaluation of time-dependent structural performance of ageing railway bridges. This includes a sustainability and resilient-based asset management framework, which leads to significantly reducing the CO2 emission. The proposed AIESHM system, is used to identify the damages in order to prevent the failure or temporary closure, which could lead to loss of lives and additional costs namely construction of new bridge, slow down transportation rate and heavy traffic. This monitoring system will be (a) cost-effective, timely and accurate, (b) detectable for various types of damages, (c) reducing the CO2 emission (d) implemented to a new sustainability and resilient-based asset management framework. The combination of updating finite element model (FEM), which involves calibrating the FEM parameters using the measured responses of a bridge, data extraction of sensors and visual inspection integrated with machine learning (ML) will help us to get different damages in the best time. Then they are implemented in a new asset management framework which helps to select the best repair/maintenance strategy by an improved decision making process so that the green house gas emission reduces. The FEM updating technique employs optimization algorithms to minimize the difference between the predicted and measured responses, resulting to enhance the accuracy of SHM. By training ML algorithms on data, this model can capture the complex behavior of bridges and identify damage states. Furthermore, the new approach will be capable to predict the time-dependent residual capacity under railway and seismic loading in order to make the best decision to use or repai
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 Fourth Framework proposal on 'Managing Interoperability by Improvements in Tranport System Organisation in Europe'.

assistant: **Innovation**

The MINIMISE project is a strategic initiative to support European transport policies and transport systems. MINIMISE aims at a productive, low cost and high quality transport system with a minimalburden on traffic and environment, both in passenger and freight transport, and thus to reduce transport cost for society. The accomplishment of this goual by making better use of transport markets will lead to an improvement of interoperability and thus contributes to CTP. Competition and deregulation as well as systems organisation will be measured by their influences on transport capacities.The research project is to identify strategic approaches, measures, assessment of impacts and develop techniques for evaluation of the passenger and freight transport sectors so as to equip the political andadministrative management required for this task, but also to support greater organisations in the transport market.The overall objective of the project is to analyse the European transport market as a whole and to design specific measures in order to promote interoperability and economic efficiency of the trans-European transport system. To reach these main objectives, the key-issue of this project is to produce an integrated approach to improve interoperability encompassing all the integral elements of the transportation system (transportmodes, interfaces and infrastructure). This will enable decision makers to establish a consistent andwell co-ordinated approach to promoting interoperability. Thus, the fundamental new approachof this concept is to aim for optimal operability of the whole system by maximising the achieveableefficiency of the sub-systems, taking into consideration interrelations among them.Links with other projects, tasks, areas, programmes, policy actions:SORT-IT 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 'NAnocasting SYnthesis of metal CArbide and Nitride Electrocatalysts' (NASYCANE) under Horizon 2020.

assistant: **Objectives**

The reduction of atmospheric CO2 is one of the most pressing challenges of our generation. Electrochemical reduction of industrial CO2 emissions is one critical goal as it would enable the direct production of readily-stored chemical fuels. Furthermore, the simple technology (mild temperature and aqueous electrolyte) would facilitate the coupling of electrochemical CO2 reduction with intermittent, renewable electricity sources. However, while there have been considerable advances in catalysts for the CO2 reduction reaction (CO2RR), particularly with oxide-derived metals, existing materials are limited by high overpotentials and/or lack of selectivity. There is still a pressing need for catalysts that are highly-active, selective (particularly to C2 products), durable and economically-viable. Theoretical and experimental studies have identified transition metal (TM) carbides and nitrides as promising electrocatalysts for the CO2RR. However, the development of these materials has been limited by the lack of control over size and morphology in existing synthetic methods. This project will use a simple and scalable new 'nanocasting' method to produce TM carbide and nitride electrocatalysts with high activity and durability in the CO2RR.


**Keywords:** Materials chemistry, TM carbides, TM nitrides, Nanocasting, Electrocatalysis, CO2 reduction
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 'Science in the City 2013', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Science in the City is a Science and Arts Festival that strives to show the public how research is a creative and exciting activity. The streets and buildings of Malta capital city, Valletta will be filled with the wonders of science through art, cultural and entertaining activities. Using this approach we aim to build on last year's success by reaching all of the Maltese Islands' population through a comprehensive awareness campaign and attracting 18,000 people to Researchers' Night.Our aim is to create a unique spectacle that will celebrate the Better living theme we have chosen for this festival. It links research with everyday life sending the message that research contributes to an improved lifestyle. The broad theme includes researchers from all scientific fields: from life science to engineering, physics to our environment.Researchers have already collaborated with artists to create captivating ideas on how to engage the public with their work through art and performance. This attractive platform will present researchers at every activity to discuss scientific research directly to the public. Their presence will help dispel misconceptions about scientists and their careers, while encouraging science career uptake.Our target audience is the general Maltese public, but we will target specific groups such as; families with children; adolescents; youths, adults and pensioners. Each age group will find activities that interest them, a kids’ area will be set up, science music concerts, plays for adults and teenagers, interactive experiments, science cafes and much more. Three EU corners, including one specifically for children, will disseminate information about EU activities and research, coupled with career advice experiments and edutainment to make this a truly memo
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 'MACHINE LEARNING-BASED, NETWORKING AND COMPUTING INFRASTRUCTURE RESOURCE MANAGEMENT OF 5G AND BEYOND INTELLIGENT NETWORKS' (MARSAL) under Horizon 2020.

assistant: **Objectives**

5G mobile networks will be soon available to handle all types of applications and to provide service to massive numbers of users. In this complex and dynamic network ecosystem, an end-to-end performance analysis and optimization will be key features, in order to effectively manage the diverse requirements imposed by multiple vertical industries over the same shared infrastructure. To enable such a vision, the MARSAL targets the development and evaluation of a complete framework for the management and orchestration of network resources in 5G and beyond, by utilizing a converged optical-wireless network infrastructure in the access and fronthaul/midhaul segments. At the network design domain, MARSAL targets the development of novel cell-free based solutions that allows the significant scaling up of the wireless APs in a cost-effective manner by exploiting the application of the distributed cell-free concept and of the serial fronthaul approach, while contributing innovative functionalities to the O-RAN project. In parallel, in the fronthaul/midhaul segments MARSAL aims to radically increase the flexibility of optical access architectures for Beyond-5G Cell Site connectivity via different levels of fixed-mobile convergence. At the network and service management domain, the design philosophy of MARSAL is to provide a comprehensive framework for the management of the entire set of communication and computational network resources by exploiting novel ML-based algorithms of both edge and midhaul DCs, by incorporating the Virtual Elastic DataCenters/Infrastructures paradigm. Finally, at the network security domain, MARSAL aims to introduce mechanisms that provide privacy and security to application workload and data, targeting to allow applications and users to maintain control
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 'ArChaeological and Climatic data from ELEmental ratios using Rapid Analysis of shell carbonaTE' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

ACCELERATE will develop a rapid and affordable technique using Laser Induced Breakdown Spectroscopy (LIBS) to retrieve climatic information preserved in the elemental composition of marine mollusc shell carbonates and establish standardised ways of applying this technique to coastal shell-midden deposits around the world. This will combine the disciplines of Laser Spectroscopy, Climatology and Archaeology to advance the reconstruction of climate change, exploitation of coastal resources and human-landscape interactions at an unprecedented scale and resolution.Anthropogenic shell deposits are found in their thousands across the globe over the last 100,000 years. Locked within the shells are climatic records with a high resolution. This crucial information is currently inaccessible due to expensive and laborious techniques, resulting in small, unrepresentative studies and a lack of comparability between them.ACCELERATE will resolve this by developing LIBS, which will allow rapid chemical analyses, increasing the cost efficiency by a factor of 20, resulting in large datasets.The project will place the ER on an excellent career path because a) the developed method will be in high demand, b) the novel and interdisciplinary nature of the project will attract a wide network of collaborators, and c) the relevance to sites from different continents and periods will allow for wide dissemination of results. This will lay the foundation for affordable and comprehensive climate studies world-wide, which is closely related to Horizon 2020 policy priorities to understand and adapt to climate change.ACCELERATE will make use of the outstanding experimental and cutting edge research facilities at the host institution, IESL-FORTH, to develop an efficient method of producing climate data.
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 'IMproved Plasminogen Activator based on Cerium oxide nanoparticles for Thrombolysis in ischemic Stroke' (IMPACT) targeting Horizon Europe.

assistant: **Abstract**

Ischemic stroke is the second cause of death worldwide. Recombinant tissue plasminogen activator (rtPA) is the only approved therapeutic agent. However, stroke patients often suffer from hemorrhages caused by oxidative stress, leading to high immobility rates. The project conducted at Université Paris Cité is at the cross-section of material science and nanomedicine. It aims to develop a nanomedicine for clot targeting, dissolution, and antioxidant therapy to treat ischemic stroke against oxidative stress. Combining the robust antioxidant activity of the cerium oxide nanoparticles (CeNPs) with the clinical-proven rtPA as a delivery vector, the novel nanomedicine will find its potential application for the care of stroke patients and beyond. CeNPs will be optimized to achieve the maximum antioxidant activity. It will be assembled with polymers and rtPA to preserve circulation time and delivery efficiency. The nanoassembly will be evaluated against oxidative stress and clot dissolution efficiency. The project combines the Researcher's experiences in developing advanced nanomaterials and the hosts' expertise in translating nanomaterials from synthesis to preclinical studies. The project targets treating non-communicable diseases, relevant to the Health pillar of the Horizon Europe programme and the emphasis on developing Advanced Materials by European Commission. It shows a great impact in helping people suffering from the high risks of already approved medication. The project will enable the Researcher to acquire professional maturity related to nanomedicine development. The dissemination of results producing multiple publications in peer-reviewed journals, talks at scientific meetings, and outreach to the general public about the development of the novel antioxidant-rela
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 Horizon Europe proposal on 'Exploring a Dehydrating/condensation enzyme Domain for a Diversified Antimicrobial Peptide Library'.

assistant: **Innovation**

Peptides found in nature, such as penicillin, are a vital source of the antibiotics used to combat infections. While many of these peptides possess useful antimicrobial properties, scientists often need to enhance their effectiveness by replacing some of their amino acid components with special, non-natural ones. This modification aims to identify superior antibiotic candidates with improved traits such as solubility, selectivity, and reduced toxicity. One such building block in this process is dehydroamino acids (dhAAs), which not only enable the creation of new functionalities beyond what natural peptides offer but also streamline customization during the design phase. Despite the potential benefits, incorporating these special building blocks into peptides using chemical synthesis presents challenges and inefficiencies due to harsh reaction conditions. In my research project, I am exploring a novel approach for incorporating dhAAs into peptides by studying a unique dehydrating enzyme involved in the biosynthesis of a recently discovered antimicrobial tripeptide. This enzyme plays a crucial role in producing dhAAs-containing peptides with minimal energy input by facilitating a specific arrangement of atoms during the dehydration reaction.By understanding this process better, I aim to develop a more general and efficient method to incorporate dhAAs into peptide structures under mild conditions. The ultimate goal is to produce antimicrobial peptides with enhanced properties, which can be further modified to create a diverse library of peptides with varying structures. This research not only expands our biocatalytic toolkit but also aims to environmentally friendly, cost-effective, and sustainable methods for producing a broader range of antimicrobial peptides.


**Keywo
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 'Hbt epitaxy reliability optimization and sources', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

The industrial objective of the HERO'S project is to deliver to the European market a commercial source of reliable InGaP/GaAs Heterojunction Bipolar Transistor (HBT) wafers. High reliability has still to be demonstrated for HBT devices working above 3GHz and up to 20GHz and devoted to power applications, which are the main market for HBTs. The project will also generate the know-how for on-wafer fast reliability assessments.To realize this objective, the Consortium will develop HBT layers that will satisfy the high power and high frequency market needs:- The reliability specification required by end-users typically is a mean-time-to failure (MTTF) of 10 6 hours at junction temperature Tj = 150ÐC and 30kA cm -2 for devices working up to 20GHz;- Development of a testing equipment to give a first estimate of wafer reliability in few hours instead of months.The main effort is devoted to optimisation of crystal growth conditions which merges the effort of a commercial supplier of MOCVD-grown wafers and of an epitaxy group of a R&D centre. The commercial supplier will focus his activity on growth optimisation while the R&D centre will explore new crystalline schemes for reliability improvement. A very strong, part of the project will be devoted to the material characterization (optical and electrical) with a special care to the hydrogen behaviour in HBT devices. which should give rise to hydrogen-free devices. The second part of HERO'S project will focus on electrical and reliability behaviours of HBTs obtained from the material growth studies. An on-wafer fast reliability testing equipment will be developed within the project. The reliability improvements will be checked by 3 end-user companies. The HERO'S Consortium is vertically integrated from the source material to fina
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 'MENUTECH: Automated allergen labeling and translation for restaurant menus' (MENUTECH) under Horizon 2020.

assistant: **Objectives**

17 million Europeans suffer from a food allergy, particularly children under 5 years old 1 . This is agrowing public health concern, as the hospital admissions for severe allergic reactions in childrenincreased 7 fold in the last 10 years 2 . 7 out of 10 allergic reactions occur when people eat outside fromtheir homes, including 20% of these happening in schools 3 . The European Food Information Councilhas replaced 7 and amended 2 directives on nutrition, food safety and allergen labelling. As a result, itis no longer possible for hotels, restaurants and caterings to provide information on dishes causingallergies or intolerances only and simply upon request by the consumer. The information on 14allergens must be provided in written form. The main challenges faced by companies providing guest-friendly, multilingual and legally compliant food and beverage menus are the lack of (1) time, (2)resources and (3) technical expertise.Menutech is a Software as a service (SaaS) which automates the preparation of food menus: itautomates allergen declaration, menu translation and menu design leveraging machine learningtechnologies powered by a rich database of dishes. The Menutech software, which is compliant withEU FIC 1169/2011 regulation, comes with allergen information for thousands of common dishes, sothat Menutech’s customers can ensure that all allergens are adequately labelled with ease. At themoment, the platform contains 16.000 translated dishes (DE, EN, IT, FR) and 6.000 dishes withlabelled allergens. Menutech has been developed by Menutech GmbH, a German company founded inFebruary 2017, which has already secured 12 clients (823 users) in Germany, Switzerland, Italy andFrance.Menutech seeks funding to conduct a feasibility study to prove technical and commercial viability