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 a compelling abstract for 'Enabling Homomorphic Encryption of Deep Neural Network Models and Datasets in Production Environments' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Deep learning (DL) is widely used to solve classification problems previously unchallenged, such as face recognition, and presents clear use cases for privacy requirements. Homomorphic encryption (HE) enables operations upon encrypted data, at the expense of vast data size increase. RAM sizes currently limit the use of HE on DL to severely reduced use cases. Recently emerged persistent memory technology (PMEM) offers larger-than-ever RAM spaces, but its performance is far from that of customary DRAM technologies. This project aims at sparking a new class of system architectures for encrypted DL workloads, by eliminating or dramatically reducing data movements across memory/storage hierarchies and network, supported by PMEM technology, overcoming its current severe performance limitations. HomE intends to be a first-time enabler for the encrypted execution of large models that do not fit in DRAM footprints to execute local to accelerators, hundreds of DL models to run simultaneously, and large datasets to be run at high resolution and accuracy. Targeting these ground-breaking goals, HomE enters into unexplored field resulting from the innovative convergence of several disciplines, where wide-ranging research is required in order to assess current and future feasibility. Its main challenge is to develop methodology capable of breaking through the existing software and hardware limitations. HomE proposes a holistic approach yielding highly impactful outcomes that include novel comprehensive performance characterisation, innovative optimisations upon current technology, and pioneering hardware proposals. HomE can spawn a paradigm shift that will revolutionise the convergence of the machine learning and cryptography disciplines, filling a gap of knowledge and opening new hor
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 'The core and effects of epilepsy: from chronic disease to curable disorder through innovative guided surgery' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Epilepsy burdens 1% of the population. Brain surgery can cure seizures and stop cognitive decline, but it is complex and often unsuccessful. I aim to advance cure from epileptic brain disease radically by 1) pinpointing the core of epilepsy and 2) understanding the effects on normal brain functioning.High-frequency oscillations (HFOs) are novel markers of the core of focal epilepsy, discovered in long-term invasive EEG. I initiated direct HFO-based guidance of epilepsy surgery with intra-operative invasive electrodes. However, HFOs still appear stochastic epiphenomena. Therefore, I will now uncover the direct microlevel high-frequency EEG reflection of the distorted cortex. I will use three macrolevel signal prerequisites for seizure and HFO generation to innovate intra-operative recording and signal analysis: susceptible (evoke with long-distance electrical stimulation; cross-frequency coupling), sudden (low-noise adhesive electrodes; auto-regression) & spreading (high-density recordings; functional connectivity). I will pilot test technical solutions and optimize analyses with supervised machine learning based on pivotal epileptogenic versus healthy tissue and on postsurgical outcomes.Next, I will explore the broad effect of epileptic on physiological high frequency brain activity taking cognitive performance as epitome, especially in people without seizures.Current electrocorticography data come from limited, diverse and complex cases with no gold standards for diseased and normal cortex. I will therefore obtain data from 200 otherwise unguided brain surgeries with different levels of epileptogenicity and cognitive impairment: highly epileptogenic tumors (simple), gliomas (many) and meningiomas which compress healthy brain (uniform; partly without seizures).I will in
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 'New hybrid-nanocarbon allotropes based on soluble fullerene derivatives in combination with carbon nanotubes and graphene. Application in organic solar cells and biomaterials.' (Hy-solFullGraph) targeting Horizon 2020.

assistant: **Abstract**

The overarching goal of the Hy-solFullGraph project is to undertake, from a molecular level, the synthesis of new functional hybrid materials based on carbon allotropes with outstanding properties. Synthetic carbon allotropes (SCAs) are regarded to be among the most promising candidates for future high performance materials. Precise control of the derivatisation will play a key role in tailoring their solubility and reactivity to maximise the advantages of their outstanding properties. We propose herein 1) to selectively functionalise C60 fullerenes with different substituents (hydrophobic, hydrophilic, and polyfluorinated) to tune their solubility and their superstructured assembly. 2) By controlling the addition pattern, we will include an additional functional group which will facilitate their covalent attachment to other carbon allotropes such as graphene or CNT. In this way, new Hybrid-SCAs will be synthesised for the very first time and the interactions between the hybrid allotropes will be unravelled. 3) Moreover, by changing the chemical decoration around the allotropes, we will be able to endow them with different functionality for their application in optoelectronic and biomedical fields. For optoelectronic applications, such as the development of solar cells, we propose to tune the electronic interactions and energy levels of fullerene and graphene and to control the energy transfer processes and packing behaviours between the allotropes by well-designed chemical functionalisation. Furthermore, we will use the hydrophilic fullerenes to prepare functional biomaterials by taking advantage of their electrical properties to ultimately assist nerve tissue regeneration. The project will be developed at the crossroads of organic and supramolecular chemistry, materia
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 'Seafarm Pulse Guard' (SPG), addressing dissemination and exploitation.

assistant: **Impact**

SPG will mature and validate a unique, chemical-free, and cost-effective technology preventing sea lice infestation in salmon farms and contributing to a more sustainable parasite control, with no additional environmental impact. Our patented technology (Seafarm Pulse Guard, WO 2014054951 A1 and NO 334396 B1) uses electrical pulses to inactivate pelagic stages of crustacean parasites (Nauplius/Copepodites) before they attach to the fish, stopping infestation within the cage and further spreading in the surrounding environment. SPG effectively reduces sea lice infestation by up to 90%, biofouling by 90% and attenuates the risk of escape in 20%, cutting sea lice treatment costs from current €0.3-0.9 to €0.1-0.2 per kg of fish produced. Being compliant with the strictest fish welfare standards, SPG brings fish farmers more predictable revenue streams, and a reduction in overall operational costs of min. 20%. Upon successful completion of this Phase II project, SPG will be the only preventive method in the market that also reduces infection spreading in the marine ecosystem, increasing the sustainability of existing sea salmon farming sites and opening new opportunities for expansion and access to new areas. We have already signed commercial agreements with Marine Harvest ASA and Lerøy Vest allowing us to start the commercialisation of our SPG solution immediately after SPG project closure. By the end of 2023 (5 years post-project) we estimate to have reached an accumulated revenue of €84.3m, generated at least 27 new full-time positions, and accumulated profits of €41.7m. We have completed the development of the SPG’s sub-system technologies and prototypes to TRL7. Now the technology can be integrated and assembled into a functional system at TRL8, with necessary adaptatio
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 'Living well, dying well. A research programme to support living until the end' to be submitted under Horizon 2020.

assistant: **Abstract**

Every year around 4 million people die in the EU as a result of chronic disease and illness. Many will die in pain or distress, die alone, and die without appropriate health or social care. How we care for the dying is perhaps the most pressing personal, social and public health issue of the 21st century.To address this problem, the iLIVE project will demonstrate the effectiveness and cost-effectiveness of two innovative interventions in end-of-life care. Its objective is to develop and evaluate: •a digital clinical tool to optimize medication management to relieve symptoms that occur at the end of life•an international volunteer programme to support patients and their families, dying in the hospitaliLIVE will also provide in-depth understanding of the concerns, expectations and preferences of dying patients and their caregivers and deliver the first Core Outcome Set for care of the dying.To realise this, we will perform a 10-country prospective cohort study of 2000 patients with a life expectancy of six months or less, across different settings, diagnoses, ages, genders, socio-economic and religious groups. The cohort study embeds two controlled clinical trials.  iLIVE is initiated by the ‘International Collaborative for Best Care of the Dying Person’, with worldwide membership. All iLIVE partners have direct access to care of dying patients and hold strategic posts in highly influential national and international bodies linking to policy and strategic decision making. iLIVE will deliver a set of tools and training programmes that are adaptive to different working contexts and informed by dying patients and their caregivers. With an  extensive dissemination strategy, iLIVE will significantly contribute to reducing the suffering and isolation of dying patients and their
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 'Spintronics based on Ferroelectrics' (SpinFerro) under Horizon Europe.

assistant: **Objectives**

Current state of the art technologies demand high density and high performance electronic devices with reduced energy consumption. This stretches the performance limits of Complementary Metal Oxide Semiconductor (CMOS) transistors technology. Among the many beyond CMOS approaches, one of the most promising routes is the spintronics ecosystem. In the framework of this project, we aim to investigate a beyond CMOS spintronics device recently proposed and called Ferroelectric Spin Orbit (FESO) device, where the spin polarized states of a Rashba interface are manipulated through its proximity with a ferroelectric material. The projects innovation relies on the exploitation of this effect to transform spin to charge currents in a controllable manner through the reversing a ferroelectrics polarization, to develop a new in memory computing technology. The FESO technology involves non-volatility, low operating voltage and much lower energy consumption compared to conventional CMOS and other spintronic devices. As a main scientific objective, the researcher will investigate and understand the effect of the ferroelectric layer to FESO devices performance in terms of materials choice, growth quality, dimensions and compatibility to Ferromagnetic materials. The main technological objective is to fabricate a prototype and characterize its operational performance with regards to cutting edge nanoelectronics standards. The results of the project and key performance of the FESO device will be tabulated in a roadmap. During this project the researcher will be trained in advanced Nanofabrication techniques and device characterization. Except from the research skills, the researcher will also gain experience in a series of transferable skills. This project constitutes a perfect opportunity
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 'Creating a sustainable, flourishing industry: digitizing the traditional cut-flower industry' (FLOURISH) targeting Horizon 2020.

assistant: **Abstract**

BloomyPro, located at the flower The variety of flowers at a supermarket is drastically minimized compared to the endless number of flowers that are available. A result of the risks associated with managing inventory and profit margins of short life products as flowers. Trading of flowers in this market still happens via time-consuming, old-fashioned steps involving physical selection of bouquets that fast, customer demand-based decisions on assortment impossible. While emerging digital technologies as AI could greatly improve processes, the current way of working does not allow implementation to this. At Bloomy, we want to change this and embark on a digital revolution with our software platform that facilitates the interaction between retail suppliers and supermarkets. Our team has a solid track record with >25 years in the floral industry combined with experience in entrepreneurship, marketing and commercialization of in digital solutions. BloomyPro has >6000 3D images to design and present your digital flower assortment connected to real-time day-prices and inventory. The platform is designed for a new way of trading to overcome current risks with flower sales and give supermarkets a larger role in determining their assortment. Active users are currently retail suppliers yielding an annual revenue of €200 000, and we are seeking to expand to supermarkets where BloomyPro can have a significant impact. Well-illustrated by our market study showing that TESCO can reduce 7.5% waste and 10% flower-associated cost by using BloomyPro. We aim to market BloomyPro as Software as a Service to large supermarkets with initial focus on UK, DE and FR. Strategically choses because of a high percentage of flower being sold via supermarkets and a retail market dominated by only a few
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 'Multicrystalline - electromagnetic new material and high production rates' (MENHIR), addressing dissemination and exploitation.

assistant: **Impact**

Objectives Even with increased volume, today's processing and equipment technology is not able to provide a manufacturing cost lower than 2 ECU/Wp. The main goal of the MENHIR programme is to demonstrate the feasibility of a 1.4 ECU/Wp manufacturing cost for cells based on large (125x100mm2), thin, multicrystalline silicon wafers. This goal shall be pursued through the demonstration of the feasibility of high volume and high speed processing in electromagnetic cold crucible continuous casting and in solar cell and module activities including handling equipment. Casting speeds ranging from 1 to 4 mm/min and solar cell and module processes able to treat one cell every one or two seconds are the main targets. Technical Approach Up to now 120 mm diameter billets with growth speeds of 1mm/min have been achieved. The development of the electromagnetic casting prototype will be pursued with a square cross section cold crucible able to deliver 125 x 125 mm2 wafers. The following points shall be addressed in detail: silicon feed, melting inside the cold crucible, control of the solid/liquid interface, control of the cooling conditions and development of numerical models coupling heat transfer and induction phenomena. Test castings will be realized at EPM-Madylam of Grenoble in collaboration with ALD vacuum technologies of Erlensee for system design, specification, and process control. Faster solar cell and module processes are to be investigated and tested by IMEC of Leuven, IES of Madrid and PHOTOWATT of Bourgoin concerning anti-reflecting surface treatments, front and back junction formation, metallic contact deposition, soldering and cell encapsulation in conjunction with reliability tests performed at ESTI of Ispra. The ECOTECH grouping of four research and analysis laborato
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 Sixth Framework proposal for the project 'Biological control of tomato disease'.

assistant: **Objectives**

Tomato is an important crop in the EU as well as in developing countries such as Pakistan, home of the researcher. This project aims to improve the biological control of a serious disease in commercial tomato production, i.e. crown- and root-rot of tomato caused by the fungus Fusarium oxysporum f.sp. radicis lycopersici.Biological control of root diseases is of particular interest because chemical pesticides do not provide adequate plant protection and may be harmful to the environment. Certain root-colonizing soil bacteria (e.g. strains of Pseudomonas fluorescens) can suppress disease caused by pathogenic fungi on crop plants, by producing antifungal compounds, by inducing resistance in the plants, or by weakening fungal virulence.The specific aim of this interdisciplinary project is to evaluate how thiamine, a vitamin involved in fungal virulence and hitherto underrated environmental factor, impacts on biocontrol performance. A novel hypothesis will be evaluated: Is thiamine degradation, a property of certain potent biocontrol strains of Pseudomonas spp., a mechanism by which fungal virulence can be reduced? Moreover, the bioavailability of thiamine will be monitored experimentally using a newly constructed reporter bacterium (biosensor).The partner will acquire new skills in molecular genetic and biochemical techniques available at the Swiss host institution. Subsequently, he will implement these interdisciplinary approaches in his home institution in Pakistan, in collaboration with European re searchers. This research will improve our understanding of biocontrol mechanisms in general and may facilitate practical applications of biocontrol for crop protection and vegetable production, both in the EU and in Pakistan.
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 Fifth Framework proposal for the project 'Interpreting and Understanding Activities of Expert Operators for Teaching and Education'.

assistant: **Objectives**

Rapid technical development generates the need to train many people in expert operations. To teach many users a system to interpret the expert's activities is required. The user can replay activities at any time and from any viewpoint. Due to the cognitive framework of the vision system envisioned it is possible to index activities and objects involved. The index is based on natural language terms and allows user-driven retrieval. The system provides feedback to motivate the trainee and to enhance the training effect. The cognitive vision framework builds on purposive and reactive vision techniques which focus processing to obtain real-time performance. Integration and active selection of techniques realises robust interpretation. The final presentation will interpret activities involved in an assembly scenario, e.g., changing a car wheel. Seven industrial companies have expressed interest to exploit the results for training and long-term documentation.Objectives:The objective of ActIPret is to develop a vision methodology that interprets and records the activities of people handling tools. The tasks considered are observable by video streams. Focus is on active observation and interpretation of activities, on parsing the sequences into constituent behaviour elements, and on extracting the essential activities and their functional dependence. By providing this functionality ActIPret will enable observation of experts executing intricate tasks such as repairing machines and maintaining plants. The expert activities are interpreted and stored using natural language expressions in an activity plan. The activity plan is an indexed manual in the form of 3D reconstructed scenes, which can be replayed at any time and location to many users using Augmented Reality equipment. Du