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 'Expected Impact' section for the project 'European-wide field trials for residential fuel cell micro-CHP' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

ene.field will deploy up to 1,000 residential fuel cell Combined Heat and Power (micro-CHP) installations, across 11 key Member States. It represents a step change in the volume of fuel cell micro-CHP (micro FC-CHP) deployment in Europe and a meaningful step towards commercialisation of the technology.The programme brings together 9 mature European micro FC-CHP manufacturers into a common analysis framework to deliver trials across all of the available fuel cell CHP technologies. Fuel cell micro-CHP trials will be installed and actively monitored in dwellings across the range of European domestic heating markets, dwelling types and climatic zones, which will lead to an invaluable dataset on domestic energy consumption and micro-CHP applicability across Europe.By learning the practicalities of installing and supporting a fleet of fuel cells with real customers, ene.field partners will take the final step before they can begin commercial roll-out. An increase in volume deployment for the manufacturers involved will stimulate cost reduction of the technology by enabling a move from hand-built products towards serial production and tooling.The ene.field project also brings together over 29 utilities, housing providers and municipalities to bring the products to market and explore different business models for micro-CHP deployment.The data produced by ene.field will be used to provide a fact base for micro FC-CHP, including a definitive environmental lifecycle assessment and cost assessment on a total cost of ownership basis.To inform clear national strategies on micro-CHP within Member States, ene.field will establish the macro-economics and CO2 savings of the technologies in their target markets and make recommendations on the most appropriate policy mechanisms to support
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 Sixth Framework proposal on 'Innovation and Research for industrial development of the European firms'.

assistant: **Innovation**

The IRC IRIDE project for the period April 2004 - March 2008 will be managed by Tecnopolis CSATA (Co-ordinator), ENEA , Sviluppo Italia Basilicata Spa and University of Naples Federico II" with the following aims: To promote the transfer of technologi es and research results to local companies that have been identified on the base of their innovation needs and their capacity of absorbing new technologies To promote innovation by bringing Research and Technology closer to European companies - especial ly SMEs To encourage networking between firms at European level. The proposed geographical area over which the IRC IRIDE will be provide its services includes the following regions : Puglia, Campania, Basilicata, Molise. Tecnopolis acts as a Sci ence Park, Research organisation, Training Centre and incubator of innovative and hi-tech enterprises. ENEA is the Italian National Agency for New Technologies, Energy and the Environment operating in the fields of research and technology development. Svi luppo Italia Basilicata Spa the public Agency for economic and entrepreneurial development of Basilicata Region, owned by Sviluppo Italia spa, the National Development Agency managed by the Italian Ministry of Economy. University of Naples "Federico II" is one of the most important university in the South of Italy . The relevant expected results are : nr. 80 negotiations started (inward/outward) nr. 40 TTT matches (inward/outward) promoted and supported nr. 24 TTT agreements (inward/outward) p romoted, supported and suitably publicised nr. 32 exploitation plans carried out within Southern ITALY regions nr. 8 RTD results exported and exploited nr. 16 Innovation Focus Days seminars nr. 160 TOs/TRs assessed and disseminated through we b site, mailing lists, etc. nr. 240 audits to SMEs
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 'Stimuli-Responsive Nanoplatform to Combine Magnetic Hyperthermia with Immunemodulators Delivery for Glioblastoma Treatment', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Glioblastoma (GBM) is one of the most lethal and untreatable human tumours, and is characterized by its extremely poor prognosis. Conventional therapies, including surgery, radiotherapy and chemotherapy, have not resulted in major improvements in the survival, due to high recurrence and tumour spreading. Therefore, there is an urgent need to develop new effective therapies to improve patient survival. The establishment of an immunosuppressive tumour microenvironment (TME) in GBM is known to limit the cytotoxic effects of conventional therapies and in this context, myeloid-derived suppressor cells (MDSCs) play a critical role by promoting immune tolerance, tumour growth and spreading. Hyperthermal therapy in GBM has resulted in improved immune reactivity of tumours, despite this, its effectivity has been limited by its inability to overcome the immunosuppressive TME and induce strong systemic antitumour responses.  Consequently, targeting MDSCs in combination with thermal ablation therapies appears to be a very promising strategy.The goal of the MHT-ImmunoEnhancer project is the development of a dual stimuli-responsive hybrid polymer/Iron oxide nanocubes (IONCs) delivery system in order to combine local fever-range Magnetic Hyperthermia (MHT) with MDSC depletion-targeted immunotherapy for intratumoral treatment of GBM. The specific objectives of our strategy are, 1) to exploit the superior heating efficiency of the hybrid polymer/IONCs platforms to induce tumour damage. 2) To turn the immunosuppressive TME into an immunosupportive one, by local delivery of CpG oligonucleotide; along with 5-Fluorouracil (5-FU), a chemotherapeutic agent. 3) To release CpG and 5-FU specifically at the tumour site under the appropriate stimulus (pH or enzymes/temperature), thus enhancing the
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 'Synaptic Switching with Halide Perovskites' to be submitted under Horizon 2020.

assistant: **Abstract**

Metal halide perovskites are attracting much attention because they are excellent semiconductors for use in optoelectronic devices such as solar cells, LEDs, and detectors. Next to electrons, these materials also conduct ions efficiently, and both types of conduction are modulated by light. Ion migration is mostly known to have undesirable effects in optoelectronic devices, such as hysteresis, degradation, and phase segregation. However, the interaction of light, electronic conduction and ionic motion also offers a rich parameter space to envision entirely new devices, which is almost completely unexplored until now.I want to pioneer this new field, uncovering insights to help mitigate the undesirable effects of ion migration, and at the same time creating artificial synapses and neurons as new applications based on halide perovskites. I will first develop a novel set of techniques to study ion migration, including a technique similar to impedance spectroscopy to map the energy, density, and timescale of ions and defect states. This will allow me to distinguish ions from charge traps which usually complicate measurements. Next, I will use the new tools to pursue a complete understanding and control of the material parameters that determine ion migration. This control over the ionic motion allows me to rationally design properties of the perovskite-based artificial synapses and neurons with the potential to develop massively parallel neural networks for ultra-low power neuromorphic computation.I am in a unique position to successfully complete the proposed program because of my pioneering role in the understanding of ion migration in perovskite materials and track record of inventing new optoelectronic devices. The proposed program will both benefit the commercialization
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 'NOise Impacts of whale-watching boatS on cEtaceans' under Horizon 2020.

assistant: **Concept**

Whale-watching of cetaceans (whales, dolphins and porpoises) is an increasingly attractive tourist activity. However, it can lead to short-term behavioural effects on targeted animals, including alterations of dive patterns, swim speeds and behavioural states. Despite there being growing evidence for this type of disturbance, the sensory stimuli from whale-watch boats that trigger these impacts on cetaceans remains unclear, but demands urgent scientific attention. The objective of NOISE is to examine short-term behavioural responses of cetaceans to underwater noise from whale-watch boats. Previous studies on behavioural responses have examined the physical proximity of whale-watch boats to cetaceans, however as sound propagates well in water and is the primary sensory mode of cetaceans, underwater noise may ultimately trigger behavioural responses. NOISE proposes to use humpback whales (Megaptera novaeangliae) as a model species, it being the most targeted species for whale-watching globally. In NOISE I will test for the first time the hypothesis that boat noise rather than boat proximity is the primary driver of disturbance. I will do this by quantifying behavioural responses of focal whales to different boat noise levels, distances, approach types, and speeds. An observation boat will record before, during and after behavioural responses using state-of-the-art, non-invasive unmanned aerial vehicles and digital acoustic recording tags. NOISE thereby provides direct tests of whether underwater noise is the adequate stimulus that elicits short-term behavioural responses in cetaceans rather than physical proximity. Such insights will directly inform regulators and stakeholders on acceptable limits of boat noise, minimum distances, best approach types and maximum boat spee
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 'Electricity production (10 mwe) by combustion process of agroforestry biomass at umbertide' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The aim of the project is the implementation of a demonstration power plant of the capacity of 10 MWe to be fed with agro-forestry residues, woody products and straw, as well as dedicated energy crops, to be built in a rural area of Central Italy (Umbria), using an innovative combustion technology, circulating fluidized bed boiler/steam turbine generator (Cymic). CYMIC has been built in one first demonstration unit in Finland (8MWe), burning peat and bark. The proposed plant will be an extension to 10 MWe and will make use of straw and fibres together with woody material. It will introduce a global innovative system of mixed fuel production, logistics and handling for large scale energy production to determine the fuel flexibility which is an important feature of the CFB technology. The project will study the possibility of significant variations in the properties between different fuel lots, especially in respect of ash and physical properties.1. INNOVATIVE TECHNOLOGY:The technology selected is a CFB boiler of innovative concept (CYMIC), where the cyclone is located inside the furnace; With the new concept the boiler is more compact and the problem related to operations and maintenance of the heavy refractories are avoided. Further this new concept reduces the dimension of the plant, facilitating heat transfer and temperature control. In the new CYMIC design cyclone and the furnace are totally water cooled operating in natural circulation. In CYMIC combustion occurs in the ring area, which is left between furnace walls and the round cyclone in the middle. Fluidising air is blown from the bottom. Secondary air, is fed above the bed and helps keeping the combustion temperature down and constant during the circulation, controlling the NOx formation and preventing ash melt
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 'Transport of phosphorylated compounds across lipid bilayers by supramolecular receptors' (ORGANITRA).

assistant: **Concept**

This ORGANITRA project addresses transmembrane transport. Lipid bilayer membranes not only define the borders of cells and their compartments but are also implicated in metabolic processes and signal transduction. Membranes function as impermeable barriers for ionic and hydrophilic species which can only cross the membrane with the aid of dedicated membrane proteins.For biotechnological and biophysical applications, the development of anion carriers that can bind an anion and transport it across the lipid bilayer could be of great relevance. In this project, synthetic anion receptors will be developed to bind biologically relevant organic phosphorylated compounds, like nucleotides. These receptors will then be used to transport these organophosphates across membranes.The receptors will be synthesised by dynamic combinatorial chemistry. Building blocks containing urea or thiourea groups, for efficient phosphate binding, will be connected to multi-armed scaffolds by hydrazone groups. The dynamic character of these bonds will be used to identify efficient receptors from libraries of compounds, using different phosphorylated compounds as templates. With this approach, selective receptors for different nucleotides and related compounds can be obtained.The transport performance of the receptors will be evaluated with newly developed assays. Liposomes will be used as model systems and transport will be monitored by fluorescence spectroscopy using the quenching of the emission of an encapsulated phosphate sensitive dye. Additionally, the mechanism of the transport processes will be elucidated by fluorescence and 1H and 31P NMR spectroscopies.Transmembrane carriers for phosphorylated compounds will make it possible to selectively introduce nucleotides into liposomes and cells, o
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 'Ultrafast 2.1µm Holmium Lasers for GHz ablation' in the context of a Horizon Europe call.

assistant: **Objectives**

Femtosecond lasers are ubiquitous tools in science and industry, their widespread applications aided by their increasingly wide commercial availability. However, most femtosecond lasers operate at a wavelength of around 1µm, which hinders many potential new uses. In the last years, there is an increased interest in longer wavelengths, in particular the wavelength region between 2-3 µm, however only very few laser systems exist in the laser market at these wavelengths. This wavelength region has large potential for many fields in material processing, laser surgery, gas sensing; as well as in a variety of scientific applications, such as spectroscopy. In this project, we propose to explore the market potential of a femtosecond laser system based on a new laser gain material demonstrated in the context of our ERC St.G Project, that operates in this wavelength region with record high average power and short pulse durations. The unique parameter set this laser offers at this wavelength has the potential to disrupt material processing applications; and this project aims at validating the potential of the laser for this market.
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 'Membrane dehumidification for energy saving and comfort efficient air handling systems in fixed and mobile applications (DRYCOMFORT)' (DRYCOMFORT) targeting Fifth Framework.

assistant: **Abstract**

Traditionally dehumification is obtained by cooling systems requiring high power to codense vapour. Objective of this project is the development of innovative systems to allow air humidity control with low energy cost by using contactors based on membranes impermeable to liquid water, but highly permeable to water vapour. Humidity control is performed by using liquid desiccants solutions.Applications:1) civil buildings: in humid regions, dessicants dehumidification could reduce total residential electricity demand by as much as 25%;2) automotive: in automobiles such savings can be 3% of fuel consumption with contribution to global environmental impact deriving from reduction of CO2 emission and of CFCs freons fluids;3) controlled atmosphere-food storage: relative humidity method can prevent fungal infestation and reduce loss of water from product and quality deterioration.
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 'SUPPORT, EMPOWERMENT AND AWARENESS FOR HIV/AIDS; THE ON-LINE RESEARCH AND SELF-HELP EXCHANGE' (SEAHORSE) targeting Fourth Framework.

assistant: **Abstract**

SEAHORSE will explore the potential of telematics to help AIDS sufferers, with an emphasis on user-friendly access to practical information for patients and those supporting them. The development of integrated patient records to improve collaboration among professional staff and a multimedia approach to AIDS/HIV-linked health promotion will be considered. The project will also study the matching between user needs and existing telematics applications, and the implications of issues such as confidentiality on care services. It will also consider networks of self-help etc. on a European scale.SEAHORSE is a feasibility study which explores the potential for harnessing developments in telematics to foster and support user empowerment through providing users in the field of HIV/AIDS with the means for more active and informed involvement with their health care. This entails providing user-friendly access to medical and other information for self-managing the illness on the one hand, and enabling house bound patients and their carers to share practical information, emotional support and common concerns on the other. It seeks to harness telematics in the development of integrated patient records as a means towards facilitating better collaboration among healthcare professionals providing home, ambulatory and clinical care. It will also explore the potential for using multimedia materials for the development of health promotion materials for AIDS/HIV. The proposal combines action research and applications development and integration activities in order to realise healthcare solutions for user groups living and working with HIV and AIDS. Its research activities will: map the needs and requirements of identified users in relation to the functionalities of existing telematics appl
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 'Systematic Techniques for Robust Inference and Data-driven Explainable closures for plasma physics' (STRIDE).

assistant: **Concept**

Plasma physics has seen a long tradition of deriving simplified models such as magnetohydrodynamics through a process known as closure: starting from computationally demanding kinetics and following various analytical approximate schemes resulting in fluid-type models which are less accurate but more tractable.  Due to smaller computational footprint these models have found applications in space weather modelling and fusion. The problem is that in many interesting applications, e.g. where collisions between particles are rare, the analytic closures have limitations. The goal of STRIDE (Systematic Techniques for Robust Inference and Data-driven Explainable closures for plasma) is to use machine learning to construct models with fewer degrees of freedom that describe kinetic processes relevant for Geospace Environmental Modelling (GEM), such as magnetic reconnection. Corrections to fluid-type models will be learned with deep neural networks and equation discovery and tested in numerical simulations. The important challenge involves understanding how such surrogates can be made robust against out-of-distribution shifts (i.e. different physical conditions) and numerical instabilities. Thus the closures will be first trained on data generated by high fidelity physics-based model, e.g. kinetic Particle-in-Cell simulations, for a specific set of parameters and then transfer learning will be applied to a different set of parameters to improve robustness. Uncertainty quantification and the ability to generate extremes will be investigated. The scientific question to be addressed here include: how can we interpret the trained models using explainable AI, what are the optimal ways of performing transfer learning and fine-tuning on the observational data, are there physical conside