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

user: Draft an executive summary for the EU project 'Multimedia Environment for Mobiles' (MEMO) targeting Fourth Framework.

assistant: **Abstract**

The main objective of MEMO is to develop a generic architecture for the provision of interactive multimedia services to mobile and portable terminals. The system will provide an asymmetrical bi-directional link combining a broadband downlink (based on DAB) and a low bitrate interactive link (based on GSM).Two types of example services will be implemented:applications from electronic publishing (newspaper, videotext), based on the HTML format, with strong interactive functionalites.applications from the construction industries, featuring on-demand downloading of large amounts of data to user groups and collaborative work on the data.Based on the experience with two generations of prototypes, user requirements studies and evaluation of user trials, MEMO will develop a generalised service model and both hardware and software platforms to implement a wide variety of interactive datacasting services where mobility is the key issue.MEMO will contribute both to mobile multimedia technology and to interactive mobile multimedia services. The expected results are:a) Technologya harmonised pan-European infrastructure for mobile multimedia services with open and well-defined interfaces for service control and data submission and interworking between networks.a standardised set of protocols for transmitting data on broadcast networks with and without an interactive channela set of APIs which will allow for steady improvement of the system modules (at network and terminal) when new requirements come upspecifications and prototype development of suitable human-computer interfaces for mobile operation of multimedia services including voice technologiesprototypes of terminals and network components to be used in service trials in France, Germany and Sweden.b) Servicesa detailed study of
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 'Virus Machines and Artificial Intelligence' (VM-AI) targeting Horizon Europe.

assistant: **Abstract**

The project will combine ideas from Artificial Intelligence (AI), Spiking Neural P (SNP) systems, and Virus Machines (VMs) that are a branch of Natural Computing that aims in developing unconventional computing paradigms inspired by biological structures and behaviors. The ""mixing"" of the first two seemingly different research fields comes from neurons, both fields have strong connections with modelling of neurons: the AI field is based on the artificial neural networks (ANN) architecture, while the SNP systems are based on the neurons of the brain metaphor, an approximation to the spiking activity.  Recently, several bridges have been constructed from the spiking neurons with a young computing paradigm called virus machines, which abstracts viral replication and transmission, gaining attention in recent years due to the novelty computing behavior and the higher control of the computation due to an instruction network. We propose virus machines and artificial intelligence to focus attention on domains in which virus machines might offer superior performance over conventional and neural-like systems within artificial intelligence. We consider potential pathways towards virus machines and develop applications in time series prediction and image processing. Moreover, we explore new bridges and discussions between this and other well-established unconventional computing paradigms.""


**Keywords:** Virus Machines, Spiking Neural P systems, Natural Computing
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 'Combatting the global depression epidemic by mainstreaming the effective, safe and drug-free Sooma Depression Therapy' to be submitted under Horizon 2020.

assistant: **Abstract**

Depression is the single leading cause of disability: over 300 million people suffer from depression worldwide. This number will increase sharply following the coronavirus outbreak. Psychiatry units are overloaded in most countries already now, which is why about 75% of the people who seek help do not receive adequate treatment. It is not enough to simply scale up existing services – psychiatrists need fundamentally new approaches that help them treat more patients more effectively, without needing more resources.Sooma Oy is a pioneering Finnish medical technology SME with a mission to bring relief to the millions of people who suffer from depression. We have developed a non-invasive brain stimulation tool that has proven highly effective and safe for treating severe depression: it offers relief for most patients in just 2-4 weeks. The treatment protocol consists of 10-20 daily 30-minute brain stimulation sessions, out of which the first is performed at a doctor’s office and patients can carry out the rest at home. Sooma is therefore the ideal tool for clinics to help more patients: home based treatment will address the main bottleneck of psychiatric care by reducing the required hospital resources by up to 90%.At the moment our therapy should only be used under professional supervision. To unlock its true impact, we will build Sooma Online digital therapy platform that enables the use of Sooma at home. The platform will provide intelligent features allowing medical professionals to tailor the treatment to the individual, remotely monitor their progress, and adjust as needed. This platform will be a major breakthrough for the entire field of depression therapy.This is a high-risk complex development, and the EU funding is key for de-risking the move from early adopters
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 'Nano-engineering biomimetic tactile sensors' (NANOBIOTACT) targeting Sixth Framework.

assistant: **Abstract**

The objective is to design and construct an articulated artificial finger with a biomimetic sensor based on an array of NEMS force transducers that will mimic the spatial resolution, sensitivity and dynamics of human tactile neural sensors. This will require the development of the scientific understanding of these mechanoreceptors and the neural coding of the many thousands of action potentials that are discharged during a tactile experience. Experts will be brought together working at the frontiers of knowledge in nanotechnology, psychology, neurology, cognitive science, skin mechanics, robotics, tissue engineering, numerical simulation and information processing. Tactile stimuli will be assessed using physchophysical, neurophysiological and brain imaging techniques.A virtual model of the tactile process will be developed to enable the neurophysiological response of a virtual stimulus to be computed. The information from the psychophysical, neurophysiological, neuroimaging and computer simulation activities will be processed using artificial recurrent neural networks. This will lead to an improved description of the neural coding for taction, such as texture recognition, and lead to design strategies for the MEMS arrays based on advanced optimisation techniques. Biomimetic tactile sensors have many applications, for example, prosthetic limbs with neural interfaced sensing and control, robotics with controlled grip and for haptic exploration, tele-activities (eg remote surgery) and virtual reality training environments.Moreover, an improved understanding of the human tactile system will assist in the treatment of patients with impaired neurological function. The design of new products will be revolutionised, by being able to more effectively exploit rapid virtual protot
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 'Women’s careers hitting the target: gender management in scientific and technological research' (WHIST), addressing dissemination and exploitation.

assistant: **Impact**

This project (duration: 31 months) concerns the experimentation of gender diversity management policies in different kinds of organisations conducting scientific and technological research (STR). It consists of a coordinated set of activities. It will primarily provide for a review on the main areas of risk for gender diversity in research settings as well as on the correspondent “ regimes” to cope with them that will allow the drafting of the provisional version of guidelines to be used for the implementation of experimental activities. These guidelines will be discussed in 3 interactive workshops, involving, representatives of both institutions which promoted some of the experiences previously analysed and research organisations potentially interested in launching programmes on gender diversity management. Special attention will be devoted to promote an exchange among universities, other kinds of public centres and private companies. Starting from the workshops’ outputs, experimental initiatives will be undertaken in 3 organisations, including both the direct promotion of new programmes and the support to programmes promoted by the organisation. The involved organisations will be provided with advice and technical assistance by the consortium members. During the experimentation, a joint working seminar will be conducted. Special attention will be given to the mutual relationships between the different kinds of actions on gender diversity management as well as on their capacity to generate a real “regime” for the promotion of gender diversity. On the basis of the experimental initiatives, the guidelines will be revised and presented at a European level conference and then disseminated. Different targets, also including non-scientific actors, will be taken into account,
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 'Assessing Microstructure Phase Maps (AMASE)' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Phase diagrams are “treasure maps” in materials innovation. However, they traditionally assume defect-free materials, whereas real-world microstructures are often dominated by defects––such as grain boundaries, phase boundaries, dislocations, and stacking faults––that have their own phase behaviours and distinct rules for evolving, interacting, and co-existing. This discrepancy significantly ties materials innovation to slow, trial-and-error approaches. Project AMASE is envisioned to deliver “roadmaps”, introducing two novel concepts of Multi-Defect Phase Diagrams and Microstructure Phase Maps for accurate microstructure predictions.AMASE will combine atomistic simulations, machine learning, thermodynamics, and multi-phase-field simulations via a novel CALPHAD-integrated density-based concept. These will be realised through three pillars: first, bridging atomistic simulations, coarse-graining, and machine learning analyses to develop Representative Field Variable(s) that unify descriptions of various defects; second, developing CALPHAD-integrated free energy functionals, iterated with a machine learning framework, and used to generate Multi-Defect Phase Diagrams; and third, spatiotemporal mapping of various microstructures by coupling the results of the first two pillars with a multi-phase-field approach to obtain Static and Dynamic Microstructure Phase Maps. These aims are closely entangled with three critical engineering challenges: (i) mitigating liquid metal embrittlement in steels, (ii) reducing hydrogen embrittlement in Al-alloys, and (iii) improving the formability of Mg-alloys.Built on the PI’s pioneering contributions in defect thermodynamics and scale-bridging methods, AMASE will deliver a scalable predictive toolkit compatible with widely used platforms such
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 'Modelling the chemiosmotic mode of ATP synthesis in protocells' (ChemiLUCA), addressing dissemination and exploitation.

assistant: **Impact**

All modern organisms feature chemiosmosis (ion-motive-force driven processes, including membrane transport and ATP production), and therefore the Last Common Universal Ancestor (LUCA) is believed to be chemiosmotic; although contradictorily. As for chemiosmosis to happen, cells utilise membranes relatively impermeable to the coupling ion (H+ or Na+). It has previously been shown that, theoretically, LUCA could drive chemiosmosis using a geo-chemical H+-gradient but only if it had a leaky membrane. However, a leaky membrane rapidly achieves electrochemical equilibrium offsetting theH+ influx. For the H+ influx, and therefore chemiosmosis, to continue, the membrane needs a system to pump H+.Paradoxically, pumping H+ across a leaky membrane is futile. A potential solution has previously been hypothesised in the form of membranes leaky to H+ that harboured: an ATP-synthase coupled to both H+ and Na+, and an antiporter that pumps out Na+ for incoming H+. Such a Na+/H+ antiporter could convert the geochemical H+ gradient into a Na+-gradient. It would be advantageous to do so as a Na+-gradient could be better sustained by the LUCA membrane and could drive ATP production via the promiscuous ATP-synthase. My project aims at obtaining empiricalmvalidation for this hypothesis. To do so, a promiscuous ATP-synthase will be co-reconstituted, alongside a Na+/H+ antiporter, into fatty-acid-containing hybrid liposomes (made from fatty acids and other amphiphilic (phospho)lipids). Ion-gradients will be imposed on the liposomes by pH-jump ordecarboxylase-catalysed alkalisation methods to test whether the system could: a) convert the H+-gradient into a Na+-gradient via the Na+/H+ antiporter, and b) use the Na+- gradient to drive ATP production via the promiscuous ATP-synthase. This study i
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 'Supporting SMEs towards a new phase to European Research Area on new processes, adaptive manufacturing systems and the factory of the future' to be submitted under Seventh Framework.

assistant: **Abstract**

The aim of MANUNET II is to cooperate among regions and countries around Europe with fruitful calls in the field of Manufacturing, to ensure that MANUNET II suits perfectly in ERA and, finally, to propose a sustainable cooperation structure for a very long term frame.In order to enhance this impact, the extension that will cover MANUNET II is going to be longer than MANUNET CA, having included more countries.The specific objectives of MANUNET II are:•To constitute a Consortium with a longer extension around Europe.•To improve cooperation and coordination among MANUNET II and national and regional programmes.•To improve cooperation and coordination among MANUNET II and the other initiatives at European level, such as the NMP calls, “The Factory of the Future” and the other manufacturing related ERA-NETs (MATERA, MNT-ERA.Net II…), in this last case opening the path for manufacturing activities integration.•To propose effective solutions for an integrated and sustainable European manufacturing programme based on national and regional funds and able to effectively complement the other continental RTD support tools.•To carry out 6 new calls for proposals with a high cooperation among regions/countries, more funding by countries/regions, higher R&D investment mobilized, appropriate dates and effective dissemination.
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 'Advanced research and Training Network in Food quality, safety and security' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

FoodTraNet is designed to provide high-level training of a new generation of high achieving early stage researchers (ESRs) in a common platform of advanced mass spectrometry tools for food quality, safety and security. Due to the fast growing and changing area in food science researchers need a multidisciplinary, intersectoral grounding in these tools to extract all the potential from traditional and new available methodologies and techniques. Although already available there is still a big gap between research capability and industrial uptake that needs to be bridged to assure their use in more practical and efficient way. The network is designed to bridge this translational gap by creating a multidisciplinary training and research network that will give ESRs the ability to transfer their knowledge from basic sciences to industrial applications. FoodTraNet will cover techniques including stable isotopes, target, suspect, non-target screening and mass spectrometry imaging to obtain the following objectives: 1) identify biomarkers and bioactive compounds to assure food quality and traceability; 2) characterize novel foods to support food safety and security; and 3) developed and characterize new products based on the latest advances in nanotechnology: edible photonic barcodes; nano-sensors; multi-functional polymer nanostructured materials; and new, active and intelligent packaging. These goals will be achieved by a unique combination of “hands-on” research training, non-academic placements/courses and workshops on scientific and complementary transferrable skills facilitated by the academic-non-academic composition of the consortium. Strong industry involvement in the project, with full participation of CONCAST and SMEs from different sectors, will provide ESRs with 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: Describe how 'A cost effective, environmentally friendly total dyeing system for microfibre polyester' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Microfibre polyester is a commercially and technically exciting part of the growing world textile market. Textiles based on it have unique properties and finishes which are very attractive to the market.  Although growth of microfibre polyester has been relatively rapid, difficult and cost-ineffective processing and finishing currently limit future growth.  In yam manufacture of melt-spun fibres many more fibres per yam are quenched, causing either quality or production rate to fall.  Dyeing of microfibre yarns is very difficult - unusual fibre microstructure and high surface area cause very rapid dye uptake and uneven coverage. Fabric is dyed with great care and difficulty which reduces productivity.  The smaller fibre cross section scatters more incident light than with conventional fibres so about three times as much dye must be used for the same visual depth of shade.  High dye loading and high surface area cause heat, light and wash fastness to be reduced.  Environmental problems are magnified due to high liquor ratios, large amounts of auxiliaries used, unfixed dye and reduction clearing of the dyed fabric to give adequate fastness.  Japanese and Far-Eastern manufacturers lead this market, and there is evidence there of collaboration between manufacturers. In Europe, companies have hitherto worked in isolation.  In this proposal, companies along the supply chain, fibre manufacturer, dyeing machinery manufacturer, dye manufacturer, dyer/finisher, and textile retailer will engage in collaborative applied and fundamental research with an academic textiles department. A wide range of scientific disciplines will be used. Our objectives are: a total dyeing process with cost savings of 2 30% compared to today,  environmental load of the dyeing process to be reduced by 2