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: Describe the specific objectives and expected outcomes for 'A VALIDATED USERS MANUAL FOR ASSESSING THE RESIDUAL SERVICE LIFE OF CONCRETE STRUCTURES' in the context of a Fourth Framework call.

assistant: **Objectives**

The basic objective of this project is to scale up for industrial use, the innovative results from a BRITE-EURAM Project. 'The residual service life of reinforced concrete structures.' The demand for this has come from end-users (eight are partners in this project). The approach is to work from best available science to produce a practical engineering approach to assessment, in user-friendly terms, covering corrosion, frost action, ASR and other expansive actions. No validated manual exists, and it is estimated that completion of this project will reduce unnecessary expenditure on repairs by 10-20 % within 3-5 years. Specific objectives are - to calibrate the methodology against a wide range of structures. - to give clear guidance on the application of the technology, with the emphasis on structural assessment, and on action plans for owners. - to produce, publish and promote a fully validated User Manual. - to outline how the technology might be extended to prestressed concrete. Five steps are foreseen :  - Improvement and updating of the existing draft manual.  - Application to a wide range of case studies.  - Completion of the final manual.  - Complementary guideline documents for specific applications.  - Promotion and promulgation of the results throughout the community. The major deliverable is the validated User Manual, compatible with relevant European Codes and Standards together with complementary guideline documents, relevant to particular structures (buildings, bridges, dams, etc.), based on the output from the case studies. Each case study will also be a deliverable plus a deliverable on how to apply the technology to prestressed concrete. For promotion and publicity, community-wide workshops are planned, plus training courses in individual countries. Suppo
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 'Low-Power Parallel Computing on GPUs 2' (LPGPU2), addressing dissemination and exploitation.

assistant: **Impact**

Low-power GPUs have become ubiquitous, they can be found in domains ranging from wearable and mobile computing, to automotive systems. With this ubiquity has come a wider range of applications exploiting low-power GPUs, placing ever increasing demands on the expected performance and power efficiency of the devices.  Future low-power system-on-chips will have to provide higher performance and be able to support more complex applications, without using any additional power.The strict power limitations means that these demands cannot be met through hardware improvements alone, however, but the software must better exploit the available resources.  Unfortunately, programmers are hindered when creating low-power GPU software by the quality of current performance analysis tools.  In low-power GPU contexts there is only a minimal amount of performance information, and essentially no power information, available to the programmer.  As software becomes more complex it becomes increasingly unmanageable for programmers to optimise the software for low-power devices.This project proposes to aid the programmer in creating software for low-power GPUs by building on the results of the first LPGPU project to provide a complete performance analysis process for the programmer.  This project will address all aspects of performance analysis, from hardware power and performance counters, to a toolchain that processes and visualises information from these counters, to applications that will be used as use-cases to drive the entire design.  To access the new hardware performance counters a standardisable API will be produced to interface to a prototype hardware implementation.  This will let the analysis and visualisation tool connect to any GPU driver that implements the API.  The consortium
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 'MUltimodal Neuroprostesis for Daily Upper limb Support' (MUNDUS), addressing dissemination and exploitation.

assistant: **Impact**

MUNDUS is an assistive framework for recovering direct interaction capability of severely motor impaired people based on arm reaching and hand function. Most of the solutions provided by Assistive Technology for supporting independent life of severely impaired people completely substitute the natural interaction with the world, reducing their acceptance. Human dignity and self-esteem are more preserved when restoring missing functions with devices safeguarding self perception and first hand interaction while guaranteeing independent living.MUNDUS uses any residual control of the end-user, thus it is suitable for long term utilization in daily activities. Sensors, actuators and control solutions adapt to the level of severity or progression of the disease allowing the disabled person to interact voluntarily with naturality and at maximum information rate.MUNDUS targets are the neurodegenerative and genetic neuromuscular diseases and high level Spinal Cord Injury.MUNDUS is an adaptable and modular facilitator, which follows its user along the progression of the disease, sparing training time and allowing fast adjustment to new situations. MUNDUS controller integrates multimodal information collected by electromyography, bioimpedance, head/eye tracking and eventually brain computer interface commands. MUNDUS actuators modularly combine a lightweight and non-cumbersome exoskeleton, compensating for arm weight, a biomimetic wearable neuroprosthesis for arm motion and small and lightweight mechanisms to assist the grasp of collaborative functional objects identified by radio frequency identification. The lightness and non cumbersomeness will be crucial to applicability in the home/work environment.Specific scenarios in the home and work environment will be used to assess, sub
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 'FuturePulse: Multimodal Predictive Analytics and Recommendation Services for the Music Industry' in the context of a Horizon 2020 call.

assistant: **Objectives**

Music is one of the fastest evolving media industries, currently undergoing a transformation at the nexus of music streaming, social media and convergence technologies. As a result, the music industry has become a mixed economy of diverse consumer channels and revenue streams, as well as disruptive innovations based on new services and content distribution models. In this setting, music companies encounter daunting challenges in dealing successfully with the transition to the new field that is shaped by streaming music, social media and media convergence. The availability of huge music catalogues and choices has rendered the problems of recommendation and discovery as key in the competition for audience, while the continuous access to multiple sources of music consumption have resulted in a dynamic audience, characterized by a highly diverse set of tastes and volatility in preferences which also depend on the context of music consumption.To serve the increasingly complex needs of the music ecosystem, FuturePulse will develop and pilot test a novel, close to market music platform in three high-impact use cases: a) Record Labels, b) Live Music, c) Online Music Platforms. The project will help music companies leverage a variety of music data and content, ranging from broadcasters (TV, radio) and music streaming data, to sales statistics and streams of music-focused social media discussions, interactions and content, through sophisticated analytics and predictive modelling services to make highly informed business decisions, to betterunderstand their audience and the music trends of the future, and ultimately to make music distribution more effective and profitable. FuturePulse will offer these capabilities over a user-friendly, highly intuitive and visual web solution that
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 'Systemic Induced Root Exudation of Metabolites: A Multimodal Approach to Uncover Root Signaling Mechanisms and the Chemical Language used by Plants to Shape the Rhizosphere Microbiome' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The prosperity of plants and human beings is dependent on the outer layer of soil that makes up our planets shell. Curiously, a significant portion of plants' most precious elements, carbon and nitrogen, is secreted by roots into soil in the form of chemically-rich exudates. This is not merely 'dumping' of waste but rather the chemical language of plants, used in their underground communication with billions of detrimental and beneficial microorganisms. Yet, an important question remains to date: How do plants control and manipulate root metabolism and exudation in time and space to fine-tune this complex underground web of interactions to their benefit? The proposed project takes on this challenging question and aims to decipher the newly discovered process we term 'SIREM', for 'Systemic Induced Root Exudation of Metabolites'. SIREM is a fundamental feature of rhizosphere interactions, in which biotic stimuli occur locally and exudation in systemic parts of the root conditions the rhizosphere environment to maintain plant fitness. SIREM objectives include: (i) dissecting the SIREM signaling pathways, focusing primarily on the mobile signal(s) and receiving proteins at the systemic root; (ii) discovery of the exudation machinery and its genetic control; and (iii) establishing the role of SIREM signaling and exudation-metabolites in shaping the rhizosphere microbiome. The unconventional integration of approaches in SIREM underscores the unique combination of our team's expertise in plant metabolism, computational biology, microbiome exploration and the application of cutting-edge analytical and molecular technologies for high-resolution spatial-temporal profiling. Outcomes of the project will have wide-ranging impacts on understanding systemic signaling and metabolic and
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 'Structural Biology of Mitochondrial Outer Membrane Proteins'.

assistant: **Innovation**

To elucidate the biological role of the mitochondrial outer membrane (MOM), I propose to determine structures and functions of integral MOM protein complexes at atomic resolution, involving the three proteins VDAC, Bax and Sam. These are key elements of vital cellular functions: the regulation of bioenergetics, mitochondrial biogenesis, apoptosis and cancer. Our results will give new insights into the biology of eukaryotes and will open up new avenues for pharmaceutical applications.My research group will pursue the following objectives:A. Determination of the structures of the VDAC–NADH, the VDAC–cholesterol, and the VDAC–hexokinase complexes. These structures will provide the molecular basis for metabolism regulation by the voltage-dependent anion channel VDAC and for its role in the “Warburg effect”, a crucial step of cancerogenesis of most cancers.B. Determination of the structure and insertion mechanism of the Bax transmembrane-pore and its formation and inhibition by drug candidates. The formation of the Bax pore in the MOM is the final, deadly step in mitochondrial apoptosis and the structure will thus elucidate a key regulatory element of multicellular organisms.C. Determination of the structure and function of the sorting and assembly machinery (Sam), including its core protein, the beta-barrel protein Sam50, and its interactions with substrates. These results will explain the insertion of membrane proteins during the biogenesis of the MOM, an essential for eukaryotic life.Structure determinations of membrane proteins are still major technical challenges and so far, with VDAC, only a single structure of an integral MOM protein is known, determined by the present author and colleagues. While bringing groundbreaking biological insights, our research will further
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 'Developing the evidence base for Mental Health promotion and prevention in Europe: a database of programmes and the production of guidelines for policy and practice' (DATAPREV) targeting Sixth Framework.

assistant: **Abstract**

A high level of mental health will support the EU in becoming more knowledge-based, competitive and socially cohesive. However, the EU is far from such a position, with mental disorders accounting for 20% of all European ill-health and premature death, at a cost of some 3%-4% of GDP. The WHO Helsinki Action Plan for mental health called for an integrated set of databases to provide the evidence for health promotion and protection to be integrated into mental health policy in relevant environments and sector s. Gathering and building on world-wide and European research and evidence, DataPrev aims to encourage a single EU playing field and to add value to EU and country policies by deepening the understanding and enhancing the evidence base in policy research f or mental health promotion and protection.DataPrev will develop a standardized protocol for collecting and appraising programmes for infants, children, working age and elder populations, describing and synthesising the evidence base and describing program me outcomes for increased cognitive and social and emotional development, reduced mental ill health, decreased psychiatric symptoms and disorders, improved positive mental health, and describing social and economic outcomes, such as increased education attainment and decreased costs from sick leave and crime.DataPrev will enter the programmes into a standardized online information system. DataPrev will support policy making, research and practice by translating the evidence into guidelines and training for informed decision making, understanding effective interventions, improving existing implementation, and providing the arguments and outcomes to invest in effective interventions across Europe. DataPrev will constitute a building block of an integrated set of Eur
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 'Virus-host interactions in the Baltic Sea' (VISIBLE), addressing dissemination and exploitation.

assistant: **Impact**

Dr. Bell proposes to work with Prof. Andersson at KTH Royal Institute of Technology, Sweden, to study VIrus-hoSt Interactions in the BaLtic sEa (VISIBLE). Bacteriophages (bacteria specific viruses) are the most abundant biological entity on the planet, yet we are only beginning to grasp the impact they have upon ecosystem functioning. Using state-of-the-art metagenomics, viromics and bioinformatics, the fellow will uncover novel genomes of virus populations in the Baltic Sea and the prokaryotic hosts they infect. Multiple approaches (abundance, CRISPR spacer matching and homology of auxiliary metabolic genes) will be combined to uncover virus-host dynamics. The metagenomic and viromic dataset has a high temporal resolution spanning a three-year period making it possible to answer fundamental ecological questions: (1) How are the temporal dynamics of viruses related to that of their hosts? (2) Can the co-evolution of viruses and their hosts be detected? (3) Do the function of auxiliary metabolic genes reflect changes in environmental gradients? These questions have major implications for biogeochemical cycling and resource turnover in the marine biosphere, as well as water resource management and predicting ecological responses to climate change. By means of a multidisciplinary approach, the fellow will advance their current research skills in microbial ecology and bioinformatics and gain new skills in virology. The MCSA fellow will join a world-class host institute and world-leading research team in environmental genomics. They will establish new interdisciplinary collaborations with researchers from across Sweden and Europe and develop their communication, management and leadership skills. KTH has been awarded HR Excellence in Research and supports the MCSA Green Chart
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 'TRUstworthy huMAN-centric artificial intelligence'.

assistant: **Innovation**

Artificial Intelligence (AI) has become the main driver of growth in information technology, touching all sectors in the industry, ranging from healthcare, to finance, and transport. The goal of TRUMAN is to design and develop generic technologies and methodologies for improving AI systems’ resilience against security, privacy, and fairness attacks, as well as to increase the trust that their users have in these systems, while accounting for different phases of the AI life cycle, starting from data collection  through training and deployment. TRUMAN will  encompass three major AI architectures: knowledge graph (KG) representation and learning, continual learning, and large language models (LLMs). These three approaches will be investigated with the goal of designing solutions aimed for scenarios involving  dynamic data collection,  distributed model training, and scenarios that involve human-in-the-loop (HITL) design principles. TRUMAN will develop customized robustness solutions for both existing and newly developed privacy, adversarial, and fairness attacks. The project will also consider the impact of these solutions on humans, how to explain to them the underlying technologies and the risks, and employ their help in the improvement of these models. These technologies will be evaluated against four use cases illustrating scenarios from different sectors, i.e., marketing, IT, finance, and healthcare. Moreover, the TRUMAN project will strive to generate generic/holistic guidelines and recommendations for building trustworthy and robust AI systems.


**Keywords:** trustworthy AI, robustness, privacy, human-centric AI, HCI, fairness, ethical AI, continual learning, knowledge graphs, distributed machine learning
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 'Cave sedimentary ancient DNA preservation – towards tailored extraction protocols' (CASANDRA) targeting Horizon Europe.

assistant: **Abstract**

Unlocking Earth’s history depends on a reliable interpretation of the remnants of the past that can withstand degradation. Sedimentary ancient DNA (sedaDNA) offers a unique genetic archive of paleoorganisms enabling reconstruction of paleoenvironments, paleomigrations and evolutionary change. However, sedaDNA recovery is expensive and inefficient only a small fraction of sediments yield usable DNA, and current protocols overlook the mineral controls that govern its preservation. CASANDRA will transform this bottleneck by investigating how clay minerals, and particularly smectites, bind and preserve DNA in reworked cave sediments. By integrating mineralogic, geochemical and geoarchaeological approaches, CASANDRA will link sedaDNA adsorption to depositional histories, enabling us to predict where sedaDNA survives within the micromorphologic context of cave sediments. These insights will then inform the development of a new DNA extraction protocol, specifically tailored to the geochemical conditions of cave deposits. Field material from caves in Croatia, Spain and Greece will be analysed using state-of-the-art facilities at ISTerre Grenoble under the supervision of a leading expert in mineral–DNA interactions, in close collaboration with evolutionary anthropologists in Vienna to ensure contextual accuracy and cross-disciplinary uptake. The project will deliver: a) a predictive framework to target sedaDNA-rich samples based on mineralogy and site depositional history, reducing costly trial and error sampling, and b) a tailored extraction protocol optimised for clay-bound DNA, delivering higher yields and cleaner libraries for sequencing. These innovations will cut costs, increase efficiency, and expand the reach of sedaDNA studies. Beyond methodological advances, CASANDRA w