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 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Sensitizer Activated Nanostructured Solar Cells'.

assistant: **Innovation**

Widespread uptake of inorganic semiconductor solar cells has been limited, with current solar cell arrays only producing arround 10 GW of the 15 TW (~0.06%) global energy demand, despite the terrestrial solar resource being 120,000 TW. The industry is growing at a cumulative rate of over 40% per annum, even with effects of the financial crisis. However, to contribute to global power this century, growth of around 100% pa is required. The challenge facing the photovoltaic industry is cost effectiveness through much lower embodied energy. Plastic electronics and solution-processable inorganic semiconductors can revolutionise this industry due to their relatively easy and low cost processability (low embodied energy). The efficiency of solar cells fabricated from these “cheap” materials, is approaching competitive values, with comparison tests showing better performance for sensitizer activated solar cells with reference to amorphous silicon and CIS in Northern European conditions. A 50% increase of the output will make these new solar cells commercially dominant in all markets since they are superior in capturing photons in non-ideal conditions (angled sun, cloud, haze) having a stable maximum power point over the full range of light intensity. To enable this jump in performance in a timely manner, a paradigm shift is required. The revolutionary approach to these solar cells we are undertaking in the SANS project is exactly that and matches the desires of the IEA for mitigation of climate change. Our objectives are to create: highly efficient panchromatic sensitizers, ideally structured semiconducting metal oxide materials and composites; optimized non-volatile and quasi solid-state electrolyte compositions and solid-state organic hole-transporters; achieve full comprehen
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 'EUROPEAN PRE-OPERATIONAL DATA LINK APPLICATIONS' (EOLIA) targeting Fourth Framework.

assistant: **Abstract**

EOLIA is to develop software to evaluate CNS/ATM (communications, navigation and surveillance/air traffic management) for air traffic control data-link services in European airspace. Development in line with ICAO standards will exploit the PROATN prototype for feasibility demonstrations and full data line services evaluation. The software for the data link services will be installed on both ground and airborne computer systems, with monitoring and evaluation facilities for validation purposes. Direct involvement of airspace users, including airlines, will be a central feature throughout.The EOLIA project's prime objective is to develop software to evaluate Communications, Navigation and Surveillance, Air Traffic Management (CNS/ATM) for Air Traffic Control data link services for eventual operational implementation in European airspace. These services will be developed :1) in accordance with International Civil Aviation Organisation (ICAO), Standard and Recommended Practices (SARPs) and Guidance Material, for air-ground data communications systems and the Aeronautical Telecommunications Network (ATN),2) in close co-operation with the ProATN project (TR1042) which is building a prototype ATN: This prototype ATN will provide the communications infrastructure to enable feasibility demonstrations and full evaluation of the data link services. The EOLIA and ProATN project teams will co-ordinate closely to ensure that a symbiotic relationship exists enabling both projects to meet their objectives.The software to support the data link services will be hosted on ground and airborne computer End Systems, supplied by ProATN and others within the aviation industry. These will be pre-operational, pre-industrial systems, including specific monitoring and evaluation features to enable
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 'Quantum Adaptive Real-time Error Correction' (QuARTEC).

assistant: **Concept**

A major focus of current quantum technology research is noise mitigation, whether through material improvements, decoupling strategies, or the design of noise-resistant quantum devices. Traditional non-adaptive methods struggle with unpredictable errors, such as solid-state defects, quantum information leakage, and correlated noise across qubits, limiting their efficiency. In the Quantum Adaptive Real-time Error Correction (QuARTEC) project, I will implement a novel approach that continuously monitors noise fluctuations and dynamically adjusts qubit control signals, optimizing quantum error correction (QEC) in real time. This builds upon my experience in real-time quantum feedback with single quantum bits (qubits).By employing adaptive real-time techniques, QuARTEC addresses the limitations of conventional methods, significantly enhancing the stability and scalability of quantum processors while relaxing demanding error correction thresholds. I will receive high-fidelity multi-qubit operation training from experts at MIT and the University of Regensburg. The training provided through QuARTEC, with support from the MSCA-PF, will equip me to pursue a leadership role in the quantum field, whether in academia or industry.The project will shift the burden of noise resilience from fragile quantum hardware to robust classical control systems. QuARTEC will leverage the synergy between quantum control, computation, and computer science to drive the next generation of quantum computing technologies.


**Keywords:** quantum computing, quantum feedback, quantum control, superconducting qubits, spin qubits
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 'Training European Experts in Inflammation: from the molecular players to animal models and the bedside' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

INFLANET, with full support from academia and industry, will train 15 future scientific experts of inflammation through a combination of individual research projects, collaborative efforts, and interdisciplinary and intersectoral training. The prevalence of chronic inflammatory diseases in western societies is 5-7%, having a major impact on quality of life and healthcare costs. Accelerating the pace of anti-inflammatory drug discovery and deepening insights into drug actions poses a formidable challenge. This requires a comprehensive understanding of inflammatory processes, allowing us to link the underlying genetic, molecular and cellular events to the physiological processes in inflamed tissues.  The ultimate goal of INFLANET is to provide innovative solutions for key bottlenecks in the inflammation field. To this end, we aim to:(1) Understand how inflammatory signals are detected, integrated by inflammasome platforms, and propagated into tissues (2) Take omics approaches to elucidate the genetic bases of inflammatory disorders and inform therapeutic strategies(3) Use cutting-edge intravital imaging strategies in animal models to study molecular and cellular mechanisms of inflammatory processes, and anti-inflammatory drugs actions(4) Develop original mathematical modelling tools to analyse the wealth of data generated, to inform disease model development, and to provide tools for physicians to understand the pathological basis of inflammatory disordersOur unique training approach will unite scientists from very different fields of biology, including structural biologists, bioimagers, immunologists, and geneticists, with mathematicians, programmers and modellers. Moreover, our  intersectoral training will foster business thinking and entrepreneurship. Together, INFLANE
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 DIGITAL TOOLS FOR GREEN RENOVATION, ASSESSMENT, TRANSFORMATION, EFFICIENCY AND SUSTAINABILITY' (INTEGRATES) under Horizon Europe.

assistant: **Objectives**

The construction sector faces unprecedented challenges in meeting EU climate and circularity goals, with buildings accounting for 40% of energy consumption and 36% of CO2 emissions. Despite available digital technologies, the industry struggles to implement sustainable practices, particularly among SMEs who represent over 90% of the sector. Current digital solutions remain fragmented and often inaccessible, creating barriers to widespread adoption of sustainable practices.INTEGRATES addresses these challenges by developing an innovative framework that connects Building Information Modelling, Digital Twins, and data-driven services through an intelligent knowledge architecture. The project will achieve this through three key innovations:-A unified ontology-based knowledge framework, supported by neuro-symbolic AI, bridging existing building data standards-User-centric digital tools for SME adoption, featuring AI-assisted workflows that reduce design and planning time, and facilitate operation and resource recovery-An integrated platform connecting building lifecycle phases through Digital Product Passports and Digital Building LogbookThese innovations will be validated through four complementary demonstration cases spanning different building types: a public building end-of-life transformation in Italy, a residential renovation in Bulgaria, a smart district optimization in Belgium, and a new construction project in Spain.The project targets reduction in renovation planning time, increase in material reuse rates, improvement in energy efficiency, and active implementation by local SMEs. Through participation in standardization committees and regional networks, INTEGRATES will drive lasting change in the European construction sector.The consortium brings together 16 partne
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 novelty, innovation potential and advance beyond the state of the art for 'Computational study of macro- and microscopic turbulence controlled by polymer additives' (VISCELTURBFLOW).

assistant: **Innovation**

The goal of this project is the study of a multiscale challenge of fluid mechanics, polymer dynamics in flow, one that spans from molecular to macroscale.  In spite of decades of research on the dynamics of single polymers in flow, polymer drag reduction, early turbulence, and more recently elastic turbulence, a comprehensive and predictive knowledge of polymer-polymer and polymer-flow interactions still elude us. Consequently, industrial applications of polymers' abilities to control turbulence, heat transfer in single or multiphase flows, or enhancing mixing at microscopic scales have yet to exploit the full potential of polymer dynamics.It is proposed to develop an interdisciplinary research program around multiscale numerical algorithms developed to address the shortcomings of current numerical approaches used for viscoelastic fluids in turbulent, or turbulent-like, flows.  The intellectual merit of the proposal is to study an area of fluid mechanics with many remaining open questions that pertains to the fundamental properties of turbulent transport and mixing. The broader impacts of the proposed research are (1) to advance the state of the art of predictive theories and models of polymer dynamics in flow, (2) to contribute to the general knowledge of turbulence control and mixing, (3) to demonstrate the benefits of the proposed research in turbulence drag control, heat transfer manipulation and mixing applied to practical problems.
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 'Human inherited neurosensorial deafness: cloning of the genes responsible and molecular approaches towards the understanding of the pathogenesis' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

To understand the pathogenesis of various hereditary hearing defects, the complementary areas of expertise of the groups (histopathology, developmental biology, cell biology and genetics) have directed the formation of the consortium. 1) 1) Mapping and cloning sensorineural, mostly non syndromic recessive, deafness genes in humans. Large geographically isolated families, essentially from highly consanguinous populations (from about 10 different countries, with a variety of ethnic groups, dispersed throughout the world) will be studied. Genes responsible will firstly be tentatively isolated by a positional cloning strategy based on the cloning of the homologue mouse deafness genes, thereafter, using a candidate gene approach.2) 2) Evaluation of the performance of molecular diagnosis concerning the most severe sensory defects, will be carried out with 3 different genes including the gene responsible for Usher type 1B.3) 3) Determination of the functions of the proteins encoded by some deafness genes will be undertaken, based on diverse approaches (genetics, DNA recombinant technology, biochemistry, cellular and developmental studies).4) 4) Definition of the interactive proteins and development of murine models for the above studied diseases will contribute to the understanding of the pathogenesis and the search for specific therapies.
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 'Support Unit for the Deep Geothermal Implementation Working Group' to be submitted under Horizon 2020.

assistant: **Abstract**

Following the endorsement of the Deep Geothermal Implementation Plan (DG-IP) by the SET-Plan Steering Group, a Deep Geothermal Implementation Working Group (DG-IWG) is being established to advance the DG-IP, with the aim of reaching collectively the technology targets that will place Europe at the forefront of the next generation of low carbon technologies. The objective of this project proposal is to create a support unit for the DG-IWG to achieve its goals efficiently and productively.  The support unit will have three main work streams, 1) to provide the DG-IWG with relevant information and data from the various stakeholder groups to support the decisionmaking process and the implementations actions of DG-IWG on required actions; 2) to promote and organise initiatives to mobilize growth of and implementation within  the geothermal community, e.g.: workshops, brokerages, consortium building and exploitation of RD&I results; 3) provide a secretariat for the DG-IWG for assistance on administrative issues and synergies & strategy support. The consortium will push forward a broad mobilisation of the Geothermal community to implement the action in the IP. Furthermore the project will focus on the development of synergies and strategies.  New ways will be explored to maximize the impact of knowledge, funding and market growth at european, national and regional scale. This aproach supports to creation of a durable and long-lasting R&I ecosystem in the different Member-Sates and regions. The partners will focus on a multi-actor, multidisciplinary and cross-sectoral approach. As such the project will support the collaboration and networking among representatives of the triple helix (research, industry and government) at the regional and national level and with their counterpar
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 'Augmented perception for blind persons. seeing with the tongue.'.

assistant: **Objectives**

One PhiD student can be recruited for three years in order to work on sensory substitution. Sensory substitution is a new concept in Neurosciences. It assumes that the information from a defective sensory system (e.g. vision) can be gathered by an artificial sensor (e.g. a television camera) and translated" into another physical stimulus that can be used by an intact sensory system (e.g. somesthesy) and carried to the brain via the corresponding pathways (e.g. tactile nerve pathways). The main training of the PhD student will be on the evaluation of the utilization of a sensory substitution device, the Tongue Display Unit (TDU). This is a newly developed human-machine interface that offers the realistic possibility of practical, cosmetically accepted devices for persons with sensory loss such as blindness, and offers a means of exploring late brain plasticity. It addresses stimuli coming from the external environment (e.g. pixellized image) to the (extremely numerous and sensitive) captors of the tongue. It enables the subject to construct representations by direct interaction with the environment through artificial sensory systems ( e.g., a TV camera), the interface, and the pathways from that interface to the brain, Appropriate training leads to brain reorganization."
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 'Unlocking the value of a blue economy with a revolutionary Underwater Satellite to promote the sustainable use of our ocean’s resources' under Horizon Europe.

assistant: **Concept**

Planblue has created the very first Underwater Satellite to bring our oceans into the Data Age. BLUESURVEY is a cutting-edge hardware-software system that allows for the automated, accurate, objective and detailed mapping of our seafloors. Our technology will revolutionize the way that thousands of surveys and environmental impact assessments are performed every year to provide decision-makers, like governmental entities, fisheries, and coastal managers, with completely new data on how to best manage the oceans resources to avoid reaching a tipping point. We have already developed a strategy to make BLUESURVEY widely available to the seafloor monitoring industry via a lease-license strategy and have confirmed a massive interest from the market to have access to our technology to enhance and protect 2.5T in ocean assets. We are requesting 2.5M from the EIC for the innovation activities needed to realize our ambitious vision to make BLUESURVEY the new standard in seafloor monitoring.


**Keywords:** Hyperspectral imagining,Geo-referencing,Seafloor mapping
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 'Honeybee communication: animal social learning at the height of social complexity'.

assistant: **Concept**

Learning from others is fundamental to ecological success across the animal kingdom, but a key theme to emerge from recent research is that individuals respond differently to social information. Understanding this diversity is an imposing challenge, because it is hard to replicate the overwhelming complexity of free-living groups within controlled laboratory conditions. Yet here I propose that one of the most complex social models that we know of— the sophisticated eusocial societies of honeybees— offer unrivaled and yet unrecognized potential to study social information flow through a natural group. The honeybee “dance language” is one of the most celebrated communication systems in the animal world, and central to a powerful information network that drives our most high-profile pollinator to food, but bee colonies are uniquely tractable for two reasons. Firstly, next-generation transcriptomics could allow us to delve deep into this complexity at the molecular level, on a scale that is simply not available in vertebrate social systems. I propose to track information flow through a natural group using brain gene expression profiles, to understand how dances elicit learning in the bee brain. Secondly, although bee foraging ranges are vast and diverse, social learning takes place in one centralized location (the hive). The social sciences now offer powerful new tools to analyze social networks, and I will use a cutting-edge network-based modelling approach to understand how the importance of social learning mechanisms shifts with ecology. In the face of global pollinator decline, understanding the contribution of foraging drivers to colony success has never been more pressing, but the importance of the dance language reaches far beyond food security concerns. This researc