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: Explain how 'Advancement of Research Capability for the Development of New Functional Compounds' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The ARCADE project is to be coordinated by the Institute of Organic and Pharmaceutical Chemistry (IOPC) which is part of the National Hellenic Research Foundation (NHRF) situated in the Convergent Region of Attiki in Greece. The key concept behind ARCADE is that, in order to strengthen the research profile of the IOPC and to enable its members to participate effectively in research activities at a Community level of excellence, certain measures need to be taken in order to reinforce the institute’s research capability in areas where it has recognised expertise. The ARCADE  project, therefore, addresses specific objectives designed to have maximal impact on the IOPC’s research activities that focus on the design and synthesis of functional compounds and, more particularly, of bioactive compounds and materials. The key concept of the project is to build on the Institute’s existing expertise in the design, synthesis and analysis of new compounds with potential applications in medicinal chemistry, catalysis and materials science. To this end it is planned to use the opportunities provided by the REGPOT action for:-personnel exchanges with well-established partner groups in Belgium, Germany, Italy, the Netherlands, Spain, Slovenia, Switzerland and the UK to reinforce and transfer necessary know-how-the acquisition of new equipment and upgrade of existing infrastructure with the aim of providing state-of-the-art support for the IOPC’s research objectives and advancing, in particular, its capability in Mass Spectrometry and NMR spectroscopy-the recruitment of experienced researchers to fully exploit the newly acquired equipment and to provide added impetus to the IOPC’s research potential-the organisation of an international conference and a number of workshops in close collab
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Green Bottom-Up Synthesis of MXenes'.

assistant: **Innovation**

MXenes are a rapidly growing family of two-dimensional carbides and nitrides with unique properties, including high electrical conductivity, mechanical strength, hydrophilicity, and tunable surface chemistry. These features make them highly attractive for energy storage, electromagnetic interference (EMI) shielding, catalysis, and flexible electronics. Yet their synthesis remains the main barrier to industrial adoption.Conventional top-down routes based on hydrofluoric acid (HF) etching of MAX phases are hazardous, energy-intensive, and compositionally rigid. In parallel, several bottom-up strategies such as chemical vapor deposition (CVD), plasma-enhanced pulsed layer deposition (PEPLD), template methods, or direct synthesis have been explored. While safer, these methods face major drawbacks, including high energy requirements, poor structural control, low reproducibility, and limited scalability.This ERC-PoC project will address this unmet need by developing a novel bottom-up synthesis route that bypasses MAX phases and overcomes the limitations of existing alternatives. Building on preliminary results from the ERC-AG DISCOVERY, our approach assembles MXenes directly from molecular precursors under moderate conditions, reducing energy demand, eliminating hazardous by-products, and enabling access to compositions that are otherwise difficult to obtain, such as nitride-based MXenes.The project will demonstrate feasibility through two case studies: Ti₃C2 as a benchmark and Ti2N as a representative nitride MXene. By proving reproducibility, scalability to multi-gram batches, and industrial relevance, the project will create a unique opportunity to position MXenes as safer, more versatile, and industrially viable materials. Thanks to this breakthrough, MXenes could finally
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 Fourth Framework proposal for the project 'Laser testing of advanced circuits for radiation dense environment applications'.

assistant: **Objectives**

The aim of the RTD industrial project is to improve the European standards for the evaluation of the sensitivity of electronic components and circuits to radiation effects in hostile environments like in space, medical, nuclear applications. Laser testing could substitute heavy ions and nuclear radiation testing during design and manufacturing phases. Proposers of the exploratory award are two SMEs operating as service suppliers for Engineering and Testing of High Reliability components, mainly for space application. Objectives for SMEs proposers are: * to set up a simulator to assist the evaluation of radiations effects, * to define a laser testing methodology, * to prepare a low cost Laser test equipment for the benefit of Space Engineering and Manufacturing companies and of Electronic Circuits Manufacturers. Innovation consist in the understanding of degradation and failure mechanisms of complex circuits under particle and cosmic radiation bombardment compared to same effects under Laser radiation, in the simulation of the process in complex circuits and in setting up a new methodology of testing. Benefits of the proposed project will result in lower cost of hi-rel components for space activities which are aiming to large scale commercial services and in higher quality of advanced circuits for other specialized applications.
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 'The closed loop, active control of reaction dynamics, through dielectric monitoring, enabling greater competitiveness of the European SME Plastics processing community' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

The technology to be developed will directly impact on the thermoplastic processing sector and more specifically in thermoplastic reaction injection moulding (RIM). Work will focus on Nylon and CBT. This technology will impact on the 1,100 moulders in Euro pe. A core process technology will be developed to significantly add to the competitiveness of the SME community, providing increased knowledge to enable them to compete on a global basis. The technology will use innovative dielectric sensors to monitor an d control the reaction kinetics of the polymerisation process to reduce the in-mould cure cycle from 3-4 mins to 45s. This will be achieved by the development of innovative and novel control systems and increased scientific understanding, enabling the cont rolled advancement of the polymerisation process and the viscosity of the polymer within the mixer, so that on injection, a mould residence time of only 45s is required to complete polymerisation and demould the part. This technology will enable: Significa nt reductions in cycle time through mould residence times of 45s instead of 3 mins Three fold greater machine output The control and reduction of polymer viscosity (over traditional manufacturing methods) enabling 50% lower machine clamp pressures through the reduced forces involved Significantly lower capital investment (40%) through the use of smaller machines Manufacture of 50% larger parts for the same machine size Reduced energy usage in compliance with the proposed directive on ?Energy, End-use Effici ency and Energy Services (COM (2003) 739 Final), equivalent to 4m tonnes of energy p.a. The placement of preforms within the mould tool, due to the low-pressure of injection that can be accurately tailored to achieve the desired engineering properties savi ng
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 'Integrated framework for a cost-effective and ease of Repair, Renovation and  Re-use  of machine tools within modern factory' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The current maintenance policies, including e.g. RCM (Reliability Centred Maintenance) and TPM (Total Productive Maintenance), can be generally useful in answering questions such as “how much maintenance should be done on this machine?” “How frequently should this part be replaced?” “How many spare parts should be kept in stock?” “How should the shutdown be scheduled?” It is generally accepted that the vast majority of maintenance models are aimed at answering efficiency questions, i.e. questions of the form “How can this particular machine be operated more efficiently?” and NOT effectiveness questions (the top 5 ones!), like:Q1: “How can reliability, repair and EOL be included in a robust and integrated Life Cycle Cost (LCC) and Life Cycle Assessment (LCA) model of the factory (to be used for decision making along factory life cycle)?”Q2: “Which are the most cost-effective and optimal Repair strategies we should tailor for sets of components/machines of the factory?”Q3: “Which machine and/or components should we improve and how can we reduce repair time and cost?”Q4: “Which are the most environmental-effective EOL strategies we should tailor for sets of components/machines of the factory?” Q5: “How can we assess the remaining life of Re-usable components and  which are most valuable Renovation technologies for the machine tools?”the EASE-R3 project aims at developing a novel Integrated frameworkfor a cost-effective and easy Repair, Renovation and Re-use of machine tools within modern Factory (machining shop floor), oriented both to SME and large OEM/end-users, and covering the entire life cycle of the system (from design stage throughout operative life).
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 Seventh Framework proposal on 'Computational  Learning in  Adaptive Systems for  Spoken  Conversation'.

assistant: **Concept**

Significant advances in human-computer interaction will require systems which can exhibit truly cognitive behaviour. This is particularly so in spoken dialogue systems (SDS) where, despite wide deployment and significant investment, current systems are still limited in capability and fragile to changes in environment or application. <br/><br/>Recent advances in statistical modelling and machine learning offer the potential for making a significant step forward in SDS. By both exploiting and extending these advances, the CLASSiC project will improve generalization to unexpected situations. By modelling the whole end-to-end system as an integrated statistical process, the CLASSiC project will demonstrate a qualitative leap in the adaptivity, flexibility, robustness, and naturalness of SDS.<br/><br/>The CLASSiC partners will develop a modular processing framework with an explicit representation of uncertainty which connects the various sources of uncertainty (understanding errors, ambiguity, etc) to the constraints to be exploited (task, dialogue, and user contexts). This architecture will support a layered hierarchy of supervised learning and reinforcement learning in order to facilitate mathematically principled optimisation and adaptation techniques. The architecture will be developed in close cooperation with our industrial partner in order to ensure that it provides a practical deployment platform as well as a flexible research test-bed.<br/><br/>The resulting CLASSiC SDS will be able to adapt autonomously both to the needs of different users and to changing operating environments, and to learn through experience. The data-driven methodology will also enable faster and lower-cost system implementation through automatic optimisation. Overall, the project will demonstra
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 'Immunological interferences between antigens of multivalent vaccines' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Combined vaccines capable of conferring simultaneous immunity to different pathogens or diseases upon one single injection emerge as the most manageable solution to protect people. Although some combined vaccines have already been successfully developed, very little is known on the actual immunological interferences that might occur between two or more antigen specific immune responses simultaneously induced in vivo. Antigenic competition is very poorly documented in the literature as well as in clinical trial data. Understanding the mechanisms positively or negatively regulating the interactions between simultaneous antigen specific immune responses is critical for the development of efficient multivalent vaccines. We therefore propose to set up in vivo and in vitro models that will allow us to study the molecular basis of interferences between several immune responses. Formulation capable of reducing these antigenic competitions will be tested. The expertise of AVP in the field of combined vaccines is extensive and long-lived. Conducting such work in AVP research facilities is a unique opportunity that should lead to the success of this project. The following will be provided: expertise and equipment of the host research facilities, a continuous monitoring by a multi-disciplinary scientific proug and the stimulating environment of the second largest city of France which provides many opportunities of scientific interactions.
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 'Oxytocin regulates marmosets’ affiliation and vocal communication', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Primate social interactions rely heavily on visual and acoustic signalling. Yet little remains known about how social context affects how vocalisations are perceived and produced, and the neural mechanisms that support this this process. Given the complex dynamics that typify primate societies, addressing such questions remains of critical importance to elucidating the mysteries of the primate social brain.I hypothesize that oxytocin (OT), a neurohormone that regulates social behaviour and a promising therapeutic target for psychiatric disorders, influences context-dependent effects on primate vocal communication, notably by acting in higher order brain regions involved in vocalisations and encoding social information.I propose to explore the neural basis of socially adapted acoustic communication. To do so, I will record vocalisations from marmoset monkeys, a highly vocal primate and promising model for neuroscience, in different social contexts designed to elicit positively or negatively valenced calls between differently affiliated monkeys. Importantly, these experiments will happen in semi-natural conditions, focusing on freely moving animals expressing their normal behaviours within the colony. This is a highly novel approach that starkly contrasts with classical task-based experiments. Additionally, using modern tools including high throughput neurophysiology, chemogenetics and intravenous viruses, I will manipulate OT neurons activity while recording from hundreds of neurons. This will enable analyses focusing on neural populations instead of single units, all wireless and without interfering with the animals behaviours.This multidisciplinary approach will allow me to uncover some fundamental aspects of how the primate brain encodes natural conversations and adap
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 'Smart control for ventilation systems based on CO2 detection' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Objectives The project aims to assess a new ventilation system based on the measurement of the CO2 concentration of office rooms. This will allow the combination of mechanical systems and natural ventilation resulting in a substantial energy saving by a better control of the system and an improved indoor air quality. This is an extremely attractive solution especially for retrofitting. A commonly used criterion for assessing the indoor air quality is the CO2 concentration as a tracer of the pollution due to people. A proposal for a CEN standard (pr ENV 1752) recognised that CO2 control is the only way to control ventilation as a function of the demand. But at present, CO2 sensors are still very expensive (starting from 300...500 ECU) and smarter systems have to be developped. Technical Approach To achieve these goals the following activities will be performed: . Development of a CO2 detector based on micro-machining. This must allow cheap systems with sufficient quality. . Development of a standalone and cheap measurement system for CO2 control. The aim is to combine the most appropriate selection of IR source, detector, energy supply and microprocessor in order to develop a CO2 sensor for the specific needs of a ventilation system. . Development of a CO2 controlled ventilation device: a self supporting CO2 controlled supply or exhaust grill for mechanical ventilation will be tested. Appropriate control strategies will be chosen by means of simulations for evaluating their impact on both energy and indoor air quality. Likewise, requirements regarding the measurement device will be identified. . Evaluation of the overall performances. The prototype developed within this project will be installed in an office building and its performances monitored under various condition
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 'Creativity and Goal Modeling', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The proposal will exploit the synergies between creativity analysis, and goal modeling and analysis techniques, developing methods, languages, analysis procedures, and tools which provide structured support for creative requirements analysis.  Creativity techniques as applied to Requirements Engineering (RE) focus on finding novel and appropriate requirements, facilitating system and business innovation.  However, the output of such techniques is not well-structured, and is not amenable to any type of (semi-) automated analysis, including techniques which may help select amongst alternative creative ideas or requirements.  Goal modeling and analysis captures stakeholder goals and requirements, with structured models allowing for (semi-) automated analysis, discovering emergent model properties, and finding optimal selections over alternative requirements.In this proposal we will perform a bidirectional integration of approaches, using creativity techniques to populate goal models with creative alternatives, and using the content and structure of goal models to facilitate exploratory, transformational, and combinatorial creativity analysis. Our project places a special focus on techniques which populate goal models with creative alternatives capturing existing available technologies (apps, services).We will assess the capability of existing goal modeling techniques to represent creative concepts and facilitate creative analysis, modifying or extending languages or analysis procedures as necessary.  The capabilities of existing creativity and RE modeling tools will be assessed in order to combine and extend tools to facilitate RE creativity.Project outputs will be validated with initial exploratory studies using past project data, experiments testing benefits in controlle