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 'Concept and Approach' section for a Horizon 2020 proposal on 'Polychrome can remove virtually all colours and additives from waste plastic. This will disrupt the plastic recycling industry by enabling manufacturers to tap new sources of recyclate.'.

assistant: **Concept**

IPP have developed a disruptive new technology (PolyChrome) which can remove all pigments and additives from mixed waste Polyethylene (PE) and Polypropylene (PP) films and rigids, the two most common plastics in use, and allow the properties of the end product to be ‘tuned’ to the end-application through selective fractionation of the polymer molecular weights.  This is a unique process in which a mixed waste plastic with a range of properties can fractioned into more useful recycled PE and PP grades. This will be an entirely new way to extract value from recyclate and enable it to be used in vastly more application: food packaging, films, rotomoulding, injection moulding, 3D printing.  In doing this project to optimise and pilot Polychrome, recycled plastics will be more valuable and relevant to end market applications making their use far wide spread and increasing the recyclate moving back into packaging and other high end applications.Polychrome uses solvents to dissolve the recyclate, before filtering to remove any pigments, additives and chemical contamination. This is then coupled with IPP’s proprietary method to selectively precipitating certain Molecular weights in the allowing the output to be tailored for various end-uses. The end product is a clear virgin-like pellet suitable for food grade use. The solvents (green solvents which are not toxic to the environment) used in Polychrome can be reused over 100 times, allowing the process to be cost-effective and are standard within the plastics industry.


**Keywords:** Recycling,  Plastics
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 'A reference big data platform implementation and AI analytics toolkit toward innovative data sharing-driven energy service ecosystems for the building sector and beyond' (BEYOND) targeting Horizon 2020.

assistant: **Abstract**

BEYOND brings forward a reference Big Data Management Platform, on top of which an advanced AI analytics toolkit will be offered allowing for the delivery of derivative data and intelligence out of a blend of real-life building data and relevant data coming from external sources (batch and real-time). The Analytics Toolkit will enable the execution of a wealth of descriptive-predictive-prescriptive analytics on the basis of pre-trained algorithms focusing on Personal Analytics (consumer behaviour, comfort and flexibility profiling), Industrial Analytics (Energy Performance, Predictive Maintenance, Forecasting and Flexibility analytics), along with Edge Analytics towards intelligent real-time automated control of building assets. The BEYOND Big data platform and AI Analytics Toolkit will be associated with novel data (intelligence) sharing mechanisms that enable the integration of value chain stakeholders (building and market actors), thus allowing the latter ones to gain the opportunity to acquire building data & advanced analytics and build their own applications and solutions, towards (i) providing innovative energy services to the building sector, while (ii) at the same time improving their business operations and increasing their business processes and operations (de-risked EPC, informed policy planning & infrastructure sizing). To achieve this degree of intelligence and optimization, BEYOND will leverage data, primary or secondarily related to the building domain, coming from diverse sources (data APIs, historical, sensor / IoT, weather and market data, the EU Building Stock Observatory, open building data hubs) integrated to the BEYOND Platform to enable data exchange in an interoperable and standards-based manner. BEYOND will be validated in 4 large-scale demonst
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 'Biochemically Equivalent Substitutive Technology for Stem Cells' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

Current technology to control embryonic and adult stem cell behaviour is dependent on conventional in vitro culture systems and crude factors such as serum and purified proteins, often sourced from vertebrate animal tissue. These factors contribute to variations in cell properties and differentiation potential which impact on the efficacy of cell culture. More worryingly these factors are potential avenues for the introduction of unknown or known pathogens with the capacity to infect transplant recipients thereby becoming communicable to the general population. Especially concerning is the opportunity for transmission of potentially lethal diseases across vertebrate species for which there are no known cures. The propensity of primitive stem cell populations to spontaneously differentiate is an added challenge which generally necessitates cumbersome manipulation of cells by skilled operators involving daily assessment, media replenishment and or cell passaging by physical dissociation. Realising the promise of stem cells and their derivatives for clinical and industrial applications therefore requires the evolution of new paradigms for cell culture which maximise chemical definition, minimise the involvement of skilled operators, and offer non-invasive modulation of cells by biocompatible means. The aim of this proposal is to discover and integrate with established and new cell culture technology, synthetic and non-vertebrate derived purified molecules with a capacity to mimic the functional properties of crude biological reagents currently used to control the behaviour of embryonic and adult stem cells, most notably affecting self-renewal, pluripotency, lineage specification and stability following cryopreservation. These will be validated to deliver new culture paradi
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 Europe proposal for the project 'Investigation of host factors regulating virus proliferation in plant stem cells and germline'.

assistant: **Objectives**

With this proposal I will address a long-known but still not understood phenomenon in plant virology. Despite extreme replication rates in infected somatic tissues, many plant viruses are excluded from stem cells in the shoot apical meristem and subsequently from the progeny of flowering plants, suggesting that reproductive cells possess an exceptionally efficient antiviral defense. Yet some viruses overcome this barrier and pose a substantial agricultural risk of spreading viral diseases through seeds over great distances. Insight into the molecular basis of virus exclusion from stem cells and germline/progeny is therefore of utmost importance. Recent work by the host group leader indicates that RNA interference and plant defense hormones prevent viruses from entering the meristematic stem cells. If this exclusion is sufficient to prevent virus entry to the germline, which factors restrict seed transmission of different viruses, and at what stage of development they are relevant, will be addressed in this action by two independent unbiased screens. First, I will identify candidates regulating virus exclusion from plant germlines and vertical transmission by performing cell-specific transcriptomic analysis of gametes from healthy and infected plants aiming to identify enriched and depleted transcripts suggesting involvement of their products in antiviral defense. Second, I will compare viral seed transmission rates in natural accessions of Arabidopsis to perform a genome-wide association study and identify underlying genomic polymorphisms. The proposed work is expected to deliver ground-breaking insight into the mechanisms of transgenerational antiviral defense and novel mechanisms of antiviral immunity, with a high potential to contribute to disease control in plants.
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 'EGNOS Extension to Eastern Europe' (EEGS), addressing dissemination and exploitation.

assistant: **Impact**

The proposed project pretends to prove that the EGNOS coverage area could be extended (APV-I 99%) to cover all Eastern Europe. Moreover, a SBAS signal will be available in Poland, Romania and Ukraine to demonstrate on-ground (at user level) that in fact the steps to upgrade EGNOS to provide such a service are ready to be implemented in the EGNOS programme. Both facts – proving EGNOS extension capability and providing an EGNOS-like signal in countries where currently there is no SBAS signal – are a remarkable step for the EGNOS strategy of providing service for all Europe. To achieve this main objective, two tasks will be developed:i. On the technical side, two fields of improvements will be evaluated: EGNOS extended coverage area with data processing improvements (without extra RIMS) on one side and with infrastructure improvements (addition of extra RIMS) on the other side.ii. On the management side, the necessary studies done by local partners (Romania, Ukraine and Russia) and supervised by AENA (the Spanish Air traffic control service provider and a leader in navigation service provision) will be conducted to conclude on the necessary steps to be taken for RIMS implementation in the extended region and EGNOS service provision.Even further and with the SDCM prime contractor as participant in the project, it is intended to study how EGNOS and SDCM could be interoperable, which constitute a second step beyond the state-of-the-art of the EGNOS service in the East. These studies will conclude in a demonstration for the overlapping EGNOS and SDCM area to make a practical interoperable exercise between both systems.In parallel and to promote EDAS for probably the most-promising GNSS market in Russia, the EGNOS RIMS data through EDAS will be combined with SDCM stations data
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Fourth Framework proposal on 'A TELEMATIC SYSTEM FOR ORAL HEALTH QUALITY ENHANCEMENT'.

assistant: **Innovation**

ORQUEST will harness comprehensive multimedia-based telematics to cost-effective quality dental care in Europe. It will introduce services to sharpen diagnosis and treatment and save staff time, including voice-activated electronic patient records, teleconferencing and similar facilities. Cost-effectiveness will be promoted by encouraging closer patient involvement in treatment and understanding of its goals. ORQUEST will also conduct clinical evaluation of dental care and local, regional and national quality assurance surveys, to boost EU-wide exchange of information in the field.As the frontiers of oral health care related knowledge continue to expand, providers are placed under increasing pressure to keep up to date with accepted and effective clinical practice which provides for quality treatment and improved communication between patients and the health care team. In addition there is ever increasing pressure to make health care more cost effective. ORQUEST addresses these problems by providing oral health care professionals with a comprehensive multimedia-based telematic system, comprising a number of advanced IT&T-tools for quality assurance and development and for increased cost-effectiveness. The ORQUEST-system covers three main areas:1) Chairside support to the dental team. This includes a proactive multimedia-based, interactive electronic dental patient record system, helping the dentist to avoid actions which reduce quality (e.g. diagnosis from radiographs of poor quality), assuring that all data required for evaluation are registered, and saving staff time, because the dentist can dictate input data directly to the system. It further includes teleconferencing and teleoperating facilities for expert assisted diagnosis and treatment of oral mucosal lesions an
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 'Mapping the synaptic circuits for salience' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

An unpredicted salient event – rewarding or aversive – triggers a rapid emotional reaction that has profound impact in making a future choice. The early neurobiological processes behind it are matter of intense study. However, the hierarchical anatomical and functional organization as well as the cellular mechanisms underlying acute perception of reward and aversive events remains unknown.  Intriguingly, salience experience alters the activity in the medial globus pallidus of the basal ganglia and the lateral habenula (LHb) as well as in dopamine and serotonin neurons. Here, I hypothesize that rewarding and aversive experiences require the medial globus pallidus-LHb pathway, and rapid cellular adaptations in LHb to orchestrate dopamine and serotonin systems. To test this my specific aims are: 1 - Anatomical-functional circuit dissection to map LHb inputs from the medial globus pallidus, and LHb outputs to the midbrain using viral-based mapping 2 – Assess the effect of salience (reward, aversion) on the LHb using synaptic physiology and optogenetics and 3 - Causally link LHb activity with behaviours modelling reward/aversion to probe LHb function at the network level using in vivo electrophysiology and optogenetics. I propose to unravel early cellular processes fundamental to “pursue a reward, escape a danger”, which is relevant for encoding rewarding and aversive stimuli in health and neuropsychiatry (i.e. addiction, depression, post-traumatic stress disorders).
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 2020 proposal on 'Spectral geometric methods in practice'.

assistant: **Innovation**

Spectral geometry concerns the study of the geometric properties of data domains, such as surfaces or graphs, via the spectral decomposition of linear operators defined upon them. Due to their valuable properties analogous to Fourier theory, such methods find widespread use in several branches of computer science, ranging from computer vision to machine learning and network analysis.Despite their pervasive presence, very little efforts have been devoted to the design and application of spectral techniques that deal with corrupted, missing, high-dimensional or abstract data undergoing complex transformations. This lack of focus is mainly motivated by the widespread acceptance, supported in part by theoretical results, that an ε-perturbation to the geometry of the data (as small as the removal of a single point) can induce arbitrary changes in the operator’s eigendecomposition – leading to a limited adoption of spectral models in real-world applications. This project challenges this view, contending that such presumption of instability is primarily due to a suboptimal choice of the analytical tools that are currently being employed, and which only provide part of the picture. In fact, strong evidence largely contradicts the expected behavior on real geometric data. The reason behind this apparent inconsistency lies in the different focus of current methods, which provide crude bounds and are directed toward other kinds of perturbation than those observed in real settings.The ambitious goal of this project is to develop a novel theoretical and computational framework that will fundamentally change the way spectral techniques are constructed, interpreted, and applied. These tools will enable a range of currently infeasible uses of spectral methods on real data. They will de
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 'INTELLIGENT WHEELCHAIR NAVIGATION SYSTEM' (AUTONOMY) under Fourth Framework.

assistant: **Objectives**

The project aims to validate and transfer state-of-the art technology in industrial mobile robotics to the Rehabilitation Market (RM) and specifically to systems controlling wheelchairs and other similar devices. AUTONOMY targets the promotion, enhancement and integration of the research results achieved by the major EU project for wheelchair navigational aids. These results will be incorporated in a prototype Intelligent Wheelchair Navigation System, which will be the final deliverable of the project.The main objectives of the project are :- to validate and promote the results of the EC project SENARIO and the Smart Wheelchair Programme of CALL.- to transfer and adapt mobile robotics technologies used in industry to the sector of healthcare services (rehabilitation market).The project addresses the requirement of motor/mentally disabled and elderly for independence. The project will provide the background for a device that would restore the maximum of personal autonomy offering the user technological aid for autonomous, unattended and safe mobility. The project will involve significant user consultation at all levels, especially in the evaluation, to ensure that the final outcome will fulfil user requirements.The project aims to utilise advanced sensors and mobile robotics technologies for the development of a pre-commercial prototype Intelligent Wheelchair Navigation System - AUTONOMY. The system will provide conventional powered wheelchairs with the functionality required for autonomous navigation adapted to the requirements of specific users. Project results will be evaluated through extensive tests in real life conditions. AUTONOMY prototype is planned to promote the project and disseminate project results.Conformance with the standards, expandability and interoper
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 'Intelligent Electrochemical Cooling Water Softening System' (I-SOFT) under Horizon 2020.

assistant: **Objectives**

Cooling Tower (CT) Water systems are widely used in industrial and commercial sectors to cool processes and HVAC systems. CT system cooling water must be treated to avoid scaling, corrosion and bio-contamination that cause high economic losses. Traditional water treatments, chemical additives and water blowdowns, are becoming obsolete. Chemical additives are hazardous and banned by increasingly stringent regulations. Blowdowns are unaffordable since water is becoming a precious resource. New technologies are needed to perform water treatment in an affordable and clean way. Recently, electrochemical softening has appeared as a non-expensive and clean alternative. However, its widespread use is being ballasted by the lack of reliable monitoring systems, which optimizes the energy supplied to prevent corrosion. I-SOFT is a ground-breaking approach to on-line monitor the scaling events in the CT system with an innovative feedback control that regulates the power supply output, providing a full and highly accurate removal of scale and bio-fouling without promoting corrosion. It is based on our wide know-how in electrochemical systems, with more than 5.000 installations globally, which has produced 50% in water savings, 24% reduction in OPEX and 100% reduction in chemicals. However, I-SOFT will improve that: 25% and 15% extra water and energy savings, respectively, resulting in an average cost reduction of €500.000/year in common industrial plant. I-SOFT has been developed by UET, a company founded by David Sherzer, one of the 100 most Influential people in Israel in the environmental sector.