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: Write the 'Expected Impact' section for the project 'Resilient forest value chains –  enhancing resilience through natural and socio-economic responses' (RESONATE), addressing dissemination and exploitation.

assistant: **Impact**

Climate change poses a major challenge for European forests, demonstrated by recent extreme events and forest disturbances of unprecedented intensity. As climate change continues, adverse impacts on the stability and production capacity of European forests could undermine the role of forests and the forest-based sector as a central pillar of the European Green Deal. To mitigate increasing disturbance risks, more effort is needed in prevention, particularly by improving the resilience of European forests and associated value chains. Forest owners need better guidance in adapting the management of their forests  to coping with climate-induced forest disturbances and changes in functioning. Similarly, the forest-based sector will require substantial innovation capacity to respond to changes in profitability, unpredictable wood flows, and a gradual change in tree species. There is an urgent need to improve the scientific understanding on how resilience of Europe’s forests and forest value chains can be improved. RESONATE aims to guide decision-making towards enhancing resilience of forests and forest value chains in response to four resilience challenges: i) changing suitability of tree species due to climate change; ii) increased risks of forest disturbances; iii) changing societal demand on forest products and ecosystem services; iv) biodiversity decline. With an integrated resilience and vulnerability assessment, RESONATE investigates how past and current site factors and management affect forest system resilience in different forest types and management systems across Europe. Based on scenario analysis, foresight studies with active stakeholder engagement, and policy analysis, future-oriented response strategies to enhance forest and forest value chain resilience will b
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 'EIT InnoEnergy 2025 Activities' (2021-2027).

assistant: **Concept**

InnoEnergy operates at the centre of the energy transition as the leading innovation engine in sustainable energy. Sustainability in energy means aligning with the Energy Union strategy, contributing to three objectives: (1) Decrease the cost of energy (€/kWh), (2) Increase the security of the energy system, and (3) Reduce greenhouse gas emissions.InnoEnergy draws on the success and lessons learnt from its previous annual business plans, the fulfilment of our 2021-2027 targets, and the recommendations of the Partnership Evaluation Report. All these elements have helped define the specific activities that require further support to realise their ambitions. These activities are also those which provide the highest added value for the fulfilment of common strategic priorities, as expressed across the EIT Impact Framework, EU commitments on the Paris Agreement, UN 2030 Agenda for Sustainable Development, Green Deal, Fit for 55 Package, and the InnoEnergy Strategic Agenda. The activities will deliver in three areas:-WP Education: Support the uninterrupted delivery of the Human Capital necessary for climate tech development through our overall Education activities with particular emphasis on InnoEnergy’s Master + and Alumni network. -WP Transnational Coordination Activities: InnoEnergy aims to continue its profound impact in the RIS region in alignment with the EIT Hubs evolution decisions outlined in the EIT Country specific roadmap and operationalised in Czechia, Turkey, Estonia, and Hungary – and ambitions to bring our ecosystem value to Romania and Ukraine.


**Keywords:** Education, Entrepreneurial Skills, Innovation gap, Ecosystem Management, HEI, Master Programme, Human Capital, EIT RIS,
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 'Development of insulation materials with specially designed properties for builing renovation (INSUMAT)' (INSUMAT).

assistant: **Innovation**

The moisture-protection of old buildings in the frame of renovation measures and the need to reduce the energy consumption and CO2-emission require an upgrade of the hygro-thermal properties of insulation systems. The project aims at a directed design of hydro-thermal material properties of insulation system, requiring continuous interchange of material and information between the material producers, the laboratories and the simulation working group. The simulation group will study and optimize the material behavior for different construction types and natural climatical conditions. The design methodology will be validated for adjusted transient climatically conditions conditions by NONSTAT-climatic chamber measurements. Insulation systems basing on the new developed materials will be tested on functionality using objects to be renovated in the frame of the project.
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 'Vulnerability of esophageal cancer to their addiction to kinase activities: evaluation and prediction of eSCC tumors responsiveness to kinase inhibitors.' to be submitted under Horizon 2020.

assistant: **Abstract**

In decades, the 5-year survival rate of several cancers has barely been improved and the esophageal squamous cell carcinoma (eSCC) is not different with a rate around 25%. In order to increase the survival, chemoradiotherapy prior surgery has become the reference for eSCC despite still a high mortality. eSCC tumors harbor a variety of genetic alterations directly or indirectly affecting the activity of kinases involved in signaling pathways, the cell cycle or the proliferation. Evidence on how eSCC tumors are addicted to such oncogenic alterations remains missing to evaluate alternative treatment modalities. The heterogeneity of eSCC tumors presenting deregulations of diverse constellations of kinases has rendered difficult the development of a unique therapeutic strategy similar to prior successes targeting EGFR or BCR-ABL. However, as the CDK4 activity lies downstream from most of the oncogenic deregulations of signalling pathways, it has been proposed to represent the therapeutic target of choice, confirmed by the first approval by the FDA/EMA of 3 CDK4/6 inhibitors to treat ER+ breast cancer. Despite this, not all tumors respond to CDK4 inhibition and long-term treatment triggers escape mechanisms. In this context, the main aim of the present proposal consists to preclinically evaluate if and how eSCC respond to inhibitors targeting kinases with an altered activity using a multi-omics approach. In this cancer, we will (1) identify the kinases with a deregulated activity associated to different genetic landscapes and determine the addiction of eSCC to their activity, (2) characterize the sensitivity of eSCC tumors to CDK4 inhibition and decipher their molecular response for effective combined targeted therapy, and (3) experimentally define the treatment modalities 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: Write a project proposal abstract for 'Ancient Mesopotamian Priestly Scholasticism in the First Millennium BCE' to be submitted under Horizon 2020.

assistant: **Abstract**

The scholarly texts of ancient Mesopotamia in the first millennium BCE, specifically commentaries written in Akkadian on cuneiform tablets, were the work of priests who also performed cultic activities in the temple. The proposed project seeks to demonstrate how these scholarly and cultic activities were interrelated and how they shaped the self-identity of the priestly-scholarly community that was in charge of both. The project thus aims to bridge the gap between the study of intellectual history and the study of priesthood in ancient Mesopotamia, which are treated as two separate fields in Assyriology.The project innovatively treats Mesopotamian scholarship and Mesopotamian priesthood as complementary aspects of one phenomenon: “scholasticism.” This concept, which originally referred to the scholarly activities of Catholic priests in the Middle Ages, has recently been applied to the study of non-European communities of priestly scholars with great success. Using the scholastic model to study the priestly-scholarly community of ancient Mesopotamia will reveal the intricate connections between the ritual and textual activities of this community and illuminate the holistic and systematic worldview of its members. Combining traditional philology and the comparative approach, the project investigates how, like other scholastic communities, the scholar-priests of ancient Mesopotamia “internalized” the liturgical texts they studied and performed, how they attributed authority to these texts, and how their study of the liturgical corpus generated new exegetical texts. Key points of comparison between the scholar-priests of ancient Mesopotamia and various ancient and contemporary scholastic communities include their interest in language, textual authority, commentaries, and ri
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 'A COMPREHENSIVE TRUSTWORTHY FRAMEWORK FOR CONNECTED MACHINE LEARNING AND SECURE INTERCONNECTED AI SOLUTIONS'.

assistant: **Objectives**

The contemporary AI landscape demands a holistic framework ensuring security across the supply chain and entire AI lifecycle. Despite existing adversarial attack techniques, a comprehensive end-to-end flow for identifying threats and vulnerabilities with associated risks is lacking. The EU, through initiatives like the AI Act, emphasizes safety and trustworthiness in AI applications but lacks a system managing weaknesses in a networked AI-supply chain. The CoEvolution project integrates its architecture components to create an end-to-end Security, Trust, and Robustness (STR) assessment solution, generating context-aware AI models characterized by their AI Model Bill of Materials (AIMBOM). The goal is a universal hub providing a coherent STR risk assessment and security assurance flow, aligning with MLDevOps and EU AI regulatory frameworks. The paradigm includes novel AI model descriptions, AIMBOM management, security monitoring, and context awareness. CoEvolution introduces a new STR paradigm based on Bills-of-Materials, offering a unified approach to describing AI models in supply chains, ensuring STR compliance with EU directives on trust, fairness, data governance, and GDPR guidelines. Open source trusted datasets and CoEvolution-developed AI models enhance the hub's capabilities, aiming for a robust, adaptable risk analysis and security assessment framework aligned with evolving AI cybersecurity threats.


**Keywords:** AI Model Bill of Materials, Security, Trust, and Robustness, Context-aware AI models, adversarial attacks
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 'Green eMotion: Development and demonstration of a unique and user-friendly framework for green electromobility in Europe' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

Green eMotion aims at enabling mass deployment of electromobility in Europe. To achieve this, major players from industry, the energy sector, municipalities as well as universities and research institutions have joined forces to develop and demonstrate a commonly accepted and user-friendly framework consisting of interoperable and scalable technical solutions in connection with a sustainable business platform. The Smart Grids development, innovative ICT solutions, different types of electric vehicles (EV) as well as urban mobility concepts will be taken into account for the implementation of this framework. Green eMotion will connect ten ongoing regional and national electromobility initiatives leveraging on the results and comparing the different technology approaches to ensure the best solutions prevail for the EU single market. A virtual marketplace will be created to enable the different actors to interact and to allow for new high-value transportation services as well as EV-user convenience in billing (EU Clearing House). Furthermore, the project will contribute to the improvement and development of new and existing standards for electromobility interfaces. The elaborated technological solutions will be demonstrated in all participating demonstration regions to prove the interoperability of the framework. Green eMotion will facilitate the understanding of all stakeholders about the parameters which influence the achievement of best possible results for society, environment as well as economy and thus ensure transfer of best practices. As a result, policy makers, urban planners and electric utilities will receive a reference model for a sustainable rollout of electromobility in Europe. The commitment of industry players ensures the focus of the project on the market
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 Seventh Framework proposal for the project 'Transportable Autonomous patrol for Land bOrder Surveillance'.

assistant: **Objectives**

The main objective of TALOS multidisciplinary project is to develop and field test the innovative concept of a mobile, modular, scalable, autonomous and adaptive system for protecting European borders. The conventional border protection systems are based mainly on expensive ground facilities installed along the entire length of the border used only to observe, detect and warn. This infrastructure is complemented by human patrols, where there is an access to the border line. The system developed within the TALOS project will be more versatile, efficient, flexible and cost effective. The complete system applies both aerial and ground unmanned vehicles, supervised by command and control centre, but in the TALOS project the emphasis will be put on application of UGV, communication and ability to command and control. The ground platforms will be both the watching stations and the first reaction patrols, which will inform the Control and Command Centre and an intruder about her/his situation, and will undertake the proper measures to stop the illegal action almost autonomously with supervision of border guard officers. The most important features of the system are scalability, autonomous operation, mobility and adaptability. It will be easy to “scale’ the system to the local requirements such as border length and topographic conditions. The system elements would operate autonomously using the set of rules defined by Command and Control centre. The rules modified from time to time during system operation will adapt the system to the variable tactics of border crossing (in the specific patrol scenario, area of operation, border topography, etc.) and will constantly improve performance in the long term. The consortium is formed of an experienced research teams from industry, res
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 'Song acquisition and control in the chaffinch frignilla coelebs the organisation of a behavioural repertoire'.

assistant: **Innovation**

The serial character of bird song, which consists of long trains of single songs that are separated by silent intersong intervals, makes it a perfect subject for the study of memorization and retrieval of learned information. Furthermore, most species can be tutored by tape recorders, thus experimental manipulation of the songs is possible. This study will investigate the mechanisms underlying song type choice and the temporal patterning of songs in chaffinches. Normal songs and songs with subtle changes in the temporal organisation will be tape tutored to captive birds. Their resulting song organisation will then be compared with that of wild birds. In the second step playbacks to wild and captive birds will be conducted to examine, in which sequential positions in their performance birds are most likely to switch to another song type. Based on these results a model will be developed to explain the song control system and the organisation of memory.
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 specific objectives and expected outcomes for 'Analysis of the ORA47 transcription factor involved in jasmonic acid signal transduction in Arabidopsis thaliana' in the context of a Sixth Framework call.

assistant: **Objectives**

Plants defend themselves against stress, including pathogen or herbivore attack, via biosynthesis of protective secondary metabolites and defence proteins. Stress induces this response via a complex signal transduction network with jasmonic acid (JA) and r elated compounds as major players.Stress induces JA biosynthesis via the so-called octadecanoid pathway. The genes encoding octadecanoid pathway enzymes are themselves induced by JA, indicating that JA initiates an autostimulatory loop. It is unknown how stress activates the octadecanoid pathway, how the produced JA is perceived, and how that leads to expression of JA biosynthesis genes and defence genes.Knowledge about these processes will contribute to enhanced productivity of industrially and agronomic ally important plant species. The host group has identified the AP2-domain transcription factor ORA47, which regulates the JA-responsive expression of JA biosynthesis genes in Arabidopsis thaliana.The protein synthesis inhibitor cycloheximide does not inhibit JA-induced JA biosynthesis gene expression, indicating that de novo synthesis of ORA47 protein is not necessary.Therefore, JA activates pre-existing ORA47 protein, for example via a change in the posttranslational modification (e.g. phosphorylation) status, and/or via changes in the interaction with accessory regulatory proteins. ORA47 is the first terminal component of the JA signal transduction pathway characterized in Arabidopsis.The main aim of this research proposal is to identify key proteins t hat interact with and/or activate ORA47 in a JA-responsive manner. Another aim is to study whether ORA47 is posttranslationally modified, and if so, whether JA affects the modification status.One experimental approach uses a modified yeast two-hybrid system called C
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 'Surface Enhanced NMR Spectroscopy' (Hi-SENS).

assistant: **Concept**

The ability to determine molecular structures from single crystals by diffraction methods has transformed science. However, if the system under investigation is located at a surface, the problem of structure elucidation is largely unsolved. Due to the increasing frequency with which such samples are encountered, particularly in the area of new materials for energy and catalysis, there is a critical need for the development of new methods for structure characterization of surfaces.Nuclear magnetic resonance (NMR) spectroscopy would be the method of choice for characterizing surfaces were it not that the detection limit is far too low to allow many modern materials to be examined. The sensitivity of NMR thus poses the major limitation to surface characterization.We recently introduced a new approach using Dynamic Nuclear Polarization (DNP) to enhance surface NMR signals. The project will capitalize on this new concept and develop DNP surface enhanced NMR spectroscopy (DNP SENS) through a series of new concepts to address the following challenges: (i) to characterize materials with surface areas three orders of magnitude lower than currently, specifically to detect surface NMR signals from materials with surface areas of ~1 m2/g, rather than ~1000 m2/g today; and (ii) to determine structure-activity relationships in advanced functional materials, specifically by developing NMR correlation methods capable of determining structure and dynamics of surface species in conjunction with DNP SENS.These objectives require a gain in DNP SENS sensitivity of three orders of magnitude, and we propose to do this through innovative NMR experiments, better DNP enhancements, isotopic labeling, and high magnetic fields. The approaches go well beyond the frontier of current research.The proj