RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Antimicrobial Stewardship, Prevention of Infection and Resistance in Africa'.

assistant: **Innovation**

African hospitals are increasingly providing microbiological diagnostics, hygiene and antimicrobial stewardship (AMS) procedures in response to multidrug-resistant (MDR) bacterial diseases. However implementation within integrated, multidisciplinary hospital services is often poorly established. We first aim to assess the impact of an enhanced hospital hygiene intervention on the incidence of healthcare-associated infections (HAI) in hospitalized patients, using a stepped-wedge cluster randomised trial (SW-CRT) design. Clusters (surgical, medical wards, ICUs) in four tertiary level hospitals in Ethiopia and Ghana will be transitioned to interventions focusing on hand and instrument hygiene procedures, hygiene procedures for visitors and standardized room surface cleaning. Microbiological assessments and AMR of patients and hospital environments will be conducted, with an expected 10-15% reduction in HAI incidence. Nested within the SW-CRT, we further focus on therapeutic drug monitoring (TDM) and predicted pharmacodynamic target attainment (PTA) to optimize beta-lactam antibiotic regimens as part of AMS procedures. Patients (N=400) with severe bacterial infections (e.g. sepsis) will receive standard versus standard plus TDM/PTA based AMS assessment, with dose optimization expected in up to 50% of cases. By integrating TDM/PTA into an AMS eHealth system, we aim to generate generalizable population-based PTA support, linked with cost-effectiveness analysis to promote sustainability within routine care procedures. By shifting antibiotic treatment from an empirical to a more individualized patient management strategy, we aim to introduce optimized and affordable AMS interventions, expecting an impact on improved clinical response and reduction of AMR within hospitals. Our s
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 'Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing' (NeurONN), addressing dissemination and exploitation.

assistant: **Impact**

Neuro-inspired computing architectures are one of the leading candidates to solve complex and large-scale associative learning problems for AI applications. The two key building blocks for neuromorphic computing are the neuron and the synapse, which form the distributed computing and memory units. In the NeurONN project, we are proposing a novel neuro-inspired computing architecture where information is encoded in the “phase” of coupled oscillating neurons or oscillatory neural networks (ONN). Specifically, VO2 metal-insulator transition (MIT) devices and 2D memristors will be developed as neurons and synapses for hardware implementations. We predict VO2 MIT devices are up to 250X more energy efficient than state of the art digital CMOS based oscillators, where 2D memristors are up to 330X more energy efficient than state of the art TiO2 memristors. Moreover, the predicted energy efficiency gain of ONN architecture vs state of the art spiking neural network (SNN) architecture is up to 40X. Thus, NeurONN will showcase a novel and alternative energy efficient neuromorphic computing paradigm based on energy efficient devices and architectures.  Such ONN will demonstrate synchronization and coupling dynamics for establishing collective learning behavior, in addition to desirable characteristics such as scaling, ultra-low power computation, and high computing performance. NeurONN aims to develop the first-ever ONN hardware platform (targeting two demonstrators) and complete with an ONN design methodology toolbox covering aspects from ONN architecture design to algorithms in order to facilitate adoption, testing and experimentation of ONN demonstrator chips by all potential users to unleash the potential of ONN technology.


**Keywords:** neuromorphic computing, TCAD modeling
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 'Maltese-European Linkages for Internationalisation, Innovation and Technology Transfer 2 [Innovation services]' under Horizon 2020.

assistant: **Concept**

This proposal addresses the growth-oriented business support services that will result in improved competitiveness and access to markets for EU enterprise.  These services are as stipulated by the H2020 Consultation call for EEN H2020 services recently issued by the European Commission and will be implemented throughout 2017-2018 by the Network's consortium in Malta, in full synergy and complementarity with the other work packages supported by the relevant and concurrent COSME call for Enterprise Europe Network services. The objective behind the MELIITA 2 proposal is to support the smart growth of the Maltese SMEs by increasing the efficiency and effectiveness of investments in research, development and innovation and to contribute to a better and more efficient connection of stakeholders and players along the innovation chain.  By combining the actions under this H2020 programme with the support being offered under COSME, the Network will be best positioned to offer both business and innovation support along the entire value chain.  Services are thus being provided to clients in the wider contest of, and in line with, the Europe 2020 strategy.  The MELIITA 2 proposal  namely aims to:• Enhance innovation management capacity, thus rendering more efficient the full innovation process of Micro and SMEs, irrelevant of benefitting from the SME Instrument, and to help potentially good ideas effectively reach the market.• Strengthen innovation capacity and to ensure Maltese beneficiaries of the SME Instrument receive the most appropriate support services based on identified weaknesses in their innovation capacities and so encourage the successful exploitation of their innovation project and to induce sustainable growth beyond the programme period, and most importantly,• Create
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'Advanced front-end Technology modelling for ultimate integrated circuits' (ATOMICS) targeting Sixth Framework.

assistant: **Abstract**

Technology-computer-aided design (TCAD) is an indispensable tool for development and optimization of new generations of electronic devices in industrial environments. It was estimated in the International Technology Roadmap for Semiconductors that TCAD reduces technology development costs by 35% with a tendency to rise. However, to continue to be that useful for the 32 nm technology node and beyond, the capabilities of TCAD have to follow the paradigm shifts to processes and materials considered for such nanodevices.The objective of this project is to extend the capabilities of TCAD to the materials and doping processes used at the 32 nm node and beyond. In particular, quantitative models for the deactivation and activation mechanisms for dopants in silicon will be developed which are suited for the low ion implantation energies and low-temperature or millisecond-annealing strategies of future nanodevices. These models will be able to predict the effects of point-defect engineering and, for boron, the influence of fluorine. For strained and unstrained silicon-germanium alloys, strained silicon, and silicon-on-insulator materials, models will be developed for the evolution of extended defects and for the activation, segregation, and diffusion of dopants. Special test structures will also be used to investigate a possible diffusion anisotropy in isolated semiconductor layers. The models developed will be implemented and integrated into FLOOPS-ISE to be of immediate value to the semiconductor industry and validated with respect to their needs.To reach these ambitious goals, the consortium consists of companies active in complementary fields of competence (STM-France: device manufacturing, Mattson: equipment production, Synopsys: TCAD software, CSMA: characterization) in ad
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 'New biology of oncogenic PI 3-kinase' (2014-2020) under Horizon 2020.

assistant: **Objectives**

PI 3-kinase (PI3K) signalling regulates multiple cell functions and is one of the most frequently genetically-activated pathways in cancer. This is mainly due to activating mutations in PIK3CA (the gene encoding the PI3Kα catalytic subunit) or inactivation of the tumour-suppressor PTEN (which opposes PI3K signalling).Solid tumours are most often hypoxic and nutrient-starved. The central premise of my proposal is that PI3K signalling has thus far been predominantly investigated under experimental settings not representative of these cancer-relevant tissue contexts. In our view, this has resulted in an incomplete understanding of PI3K biology in cancer. Based on this assertion, I have formulated two key objectives: (1)To uncover previously-unappreciated signalling mechanisms of oncogenic PIK3CA under cancer-relevant conditions of long-term starvation and/or hypoxia.(2)To understand the mechanism of cell death induced by an innovative, new type of PI3K modulators, generated by the Host Lab, that kill PIK3CA-mutant cancer cells under hypoxic conditions.These objectives will be achieved by, respectively:(1)Biased and unbiased genetic and pharmacological approaches in cells and mice, including probing signalling under conditions of (A) nutrient and/or oxygen starvation (B) sustained low-level signalling due to genetic PIK3CA activation in the heterozygous state and from the endogenous promotor, as is the case in cancer. (2)Using unique small-molecule PI3K pathway modulators developed in the Host Lab, in cell-biological and signalling studies.These objectives will merge my expertise in signalling under nutrient-starved conditions with world-class know-how in PI3K cancer studies and drug development in the Host Lab. This proposal aims to make scientific breakthroughs in underst
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 'Cyber-security Excellence Hub in Estonia and South Moravia' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The proposed Cyber-security Excellence Hub in Estonia and South Moravia (CHESS) will integrate leading cybersecurity institutions and capitalize on the strengths of both regions to address important Europe-wide challenges. South Moravia is a major ICT industry & education powerhouse of the Czech Republic, with a very focused and coherent smart specialization strategy targeting cybersecurity. Estonia is among the most advanced digital societies globally, with exceptional e-government deployment – which, however, makes it vulnerable to various cyber threats. CHESS will directly follow the strategies and roadmaps of the European Cybersecurity Competence Pilots and build on the experience of CHESS partners involved in all four of these pilots, contributing to safe transition of the EU to full-scale digital society. The CHESS Hub will conduct a thorough needs analysis of the two regions and develop a joint cross-border R&I strategy for cybersecurity. The strategy development will be aided by implementation of pilot R&I projects that will reinforce the cross-regional collaboration, engage regional innovation ecosystems and build evidence for future projects. Gaps in skills and expertise identified in the regions will be removed by training and knowledge transfer. Finally, dedicated task forces will ensure sustainability of CHESS by integration with regional, national, and EU-level strategies and funding programmes. To exploit the project outputs, especially the pilot project results, CHESS will aid with market potential assessment and link researchers and innovators with entrepreneurship training and business consultancy services available in the regions. The strategizing, skills-building and pilot R&I will cover the totality of the cybersecurity field, with special attention
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 'Electrically triggered zwitterionic polymers for water harvesting solutions' to be submitted under Horizon Europe.

assistant: **Abstract**

More than two-thirds of the global population will experience severe water scarcity by 2030. Water harvesting (WH) and managing strategies need to be developed urgently in Europe to face this challenge. Since climate change makes rain and drought unpredictable, water harvesting materials need to collect and release water with deterministic stimuli, as electricity.  The applicant (Experienced Researcher, ER), during her PhD and first PostDoc, studied the interaction between water and conducting/semiconducting polymers. She worked on a conducting polymer with glycolated side chains able to undergo volumetric expansion driven by ions and water intake. She believes that such materials are promising for WH, as the collection and release is driven by an electrical stimulus. To increase the water stabilization and retention, she plans to synthetize a new class of polymers based on an electrical-responsive backbone and zwitterionic water-stabilizing side chains. To this end, the ER will be trained on design, synthesis and characterization of polymers at the host institution, the Basque Centre for Macromolecular Design and Engineering (Polymat), by Prof. David Mecerreyes, a leading expert in design and synthesis of innovative polymers. She will then fabricate a prototype that will be tested in a greenhouse on living plants during the secondment at the Linkping University (LiU) with the Electronic Plants group, led by Prof. Eleni Stavrinidou, an emerging expert on interfacing polymers and plants. Finally, the ER will spend a placement at the end of the fellowship at the PolyKey, a startup focused on sustainably scaling up laboratory polymerization processes. Dr. Andere Basterretxea, the CEO of PolyKey, will supervise the ER, training her on scale up procedures. E-Sprinkle will 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'The first European cargo drone airline' (Dronamics).

assistant: **Innovation**

Dronamics is the first drone system for fuel-efficient, same-day, cross-border & long-haul middle-mile cargo deliveries. We will operate a proprietary drone fleet from within a network of standardised low-cost droneports using automated flight control systems. Our state-of-the-art drones can carry 350 kg payload within 2500 km flight range, require only 400 m of runway & are 50-90% cheaper than alternatives. Dronamics will enable international same-day deliveries for €5 or less with 40-70% lower CO2 emissions. We will provide e-commerce, pharma & urgent shipments at 3,000+ airstrips in the EU where our droneports can be easily deployed. We are partnering with DHL & Hellman for 4,000+ drones, recognized on DHL Innovation Radar & ready to create the new market for drone-based middle-mile delivery as early as 2023. We will start our 1st trial droneports in Bulgaria & expand EU-wide to serve non-hub, remote, or underserved communities, creating local manufacturing & operational jobs.


**Keywords:** Cargo,Sustainable transport,Network infrastructures
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'European Hydrogen Train the Trainer Programme for Responders'.

assistant: **Concept**

The aim of the HyResponder project is to develop and implement a sustainable trainer the trainer programme in hydrogen safety for responders throughout Europe, supporting the commercialisation of hydrogen and fuel cell technologies by informing responders involved in the permitting process, improving resilience and preparedness, and ensuring appropriate accident management and recovery. The specific objectives of the project include the development of clear and updated operational, virtual reality, and educational training for trainers of responders to reflect the state-of-the-art in hydrogen safety. The European Emergency Response Guide for responders will be revised to reflect advancements. The materials will incorporate identified intervention strategies and tactics for liquefied hydrogen applications. A Pan-European Network of responder trainers will be established and trainers from at least 10 European countries will attend a bespoke course in hydrogen safety pertinent to responders. Using feedback from the network on national specificities, educational training materials will be adapted where required to reflect regional peculiarities. The materials for responders will be translated and made available in 8 languages via an e-Platform. The translated materials will be utilised by the newly trained trainers to deliver workshops in 10 countries across Europe enhancing the reach and impact of the programme. National Training Clusters will be developed to consolidate links between the hydrogen safety and responder communities and to support the delivery of workshops at a national level.  Through the establishment of an International e-forum for responders, and the integration of the translated materials in the e-Platform, it is anticipated that a sustainable pan-Europe
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'willem@physee.eu'.

assistant: **Objectives**

PHYSEE is a Dutch company set up in 2014 by researchers and commercial professionals from the Technical University of Delft. Since, Physee has developed a prototype of its novel power windows and installed them at demonstration projects. This project is designed to fully realise our ambition to change glass from inert shell to living skin.Glass is the architectural material of the future. Its use on large buildings is growing exponentially. Yet there are drawbacks. Glass leaks heat. And wastes light by reflecting it.Our project will fix those issues by perfecting a transparent solar energy-generating window with an output of 30W/m2 of green power; and by adding a suite of smart sensors, analytics and control tools that in addition cut energy waste by 10%.Space on a roof for photo-voltaics is limited, whileGlasSkin can use the whole of a glass building’s skin to generate power.Unlike competing solutions, it integrates fully into existing supply chains and installs at zero net cost to the real estate developer. It pays for itself by eliminating hardwiring in building façades, and raises building and rental value. And by cutting power costs for tenants and making healthier spaces, it creates a developer-tenant win-win. The result: a new market in smart glass, with rapid business growth and profits for PHYSEE. The market pull is deep: EU regulators want near-zero energy buildings by 2020, and there are major tax and subsidy incentives. GlasSkin uses a patented Thulium coating to absorb light that would otherwise be reflected, and re-emits it invisibly sideways to fire solar cells in a window frame. Plug-and-play components relay power and analytics direct to the building.Already proven at lower wattage in pilots, and with a contract signed with global glass giant Pilkington
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 'Genetic catalogue, biological reference collections and online database of european marine fishes' (FISHTRACE).

assistant: **Concept**

1. To achieve a critical mass of biological materials and human resources by interaction of participants from different scientific and technical backgrounds. 2. To compile all necessary molecular, biological and socioeconomic data for the creation of a standardised genetic catalogue of European marine fishes and a public accessible network of biological reference collections. 3. To sustain a new developed online database with implemented WWW user-oriented tools collating the standardised data.