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 how 'Reliable Cause-Effect Quantification in Complex Dynamical Systems for Socially Beneficial Policies' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Tackling critical global challenges – climate change, personalized healthcare, or pandemic preparedness – demands robust quantification and understanding of 'if-then' relationships in complex spatio-temporal systems. Traditional dynamical models are limited by oversimplifications and computational constraints, while powerful hybrid models leveraging machine learning (ML) lack the interpretability and generalization capabilities essential for entrusting them with policy guidance. Filling this glaring research gap, DYNAMICAUS develops novel methods for reliable causal inference in such systems, overcoming existing limitations. I will establish a theoretical foundation for causal effects in hybrid dynamical models, develop robust uncertainty quantification techniques under unseen interventions augmented by active data acquisition to reduce uncertainty, and quantify the overall impact of steerable inputs on target outcomes. My methods will be validated across critical domains – climate modeling, treatment planning, and epidemic simulations – demonstrating universal applicability and profound potential for informing policy on pressing societal challenges. By integrating an ethicist directly into the research process from the outset, I proactively address societal implications, ensuring my methodological advancements are positioned to achieve positive social impact. With my unparalleled track record of leveraging machine learning expertise for social good by pushing the boundaries in scientific applications as well as my pioneering work on extending the scope of causal inference and hybrid dynamical systems modeling, this timely project is uniquely positioned to break new ground at the intersection of dynamical systems, causality, and socially beneficial machine learning.


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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 'Integration of European Wetland research in a sustainable management of water cycle' (EUROWET).

assistant: **Concept**

The final goal of the EUROWET project is to integrate the substantial multidisciplinary European research in wetlands to help attain the sustainable management of the water cycle.This will be achieved by the translation of state-of-the art science developed at both national and European levels, into practical guidance for end-users. This will be achieved by a comprehensive review, expert assessment and a focussed dissemination strategy. There is considerable scientific knowledge and technical experience gained in diverse aspects of wetland science and management including hydrology, biogeochemistry, ecology restoration, socio-economic and policy analysis. However the results of research and management experience are still too fragmentary and not sufficiently orientated to problem solving or simply inadequately framed to be effectively transferred to, or used by, stakeholders and policy-makers. Simultaneously the general outcome of the scientific research has been increased awareness of the significance of wetlands in delivering goods and services important for human welfare including quality of life, biodiversity conservation and maintenance or enhancement of environment quality. Despite this wetlands continue to be degraded and lost throughout Europe without adequate consideration of the wider benefits to be achieved from this management. The new Water Framework Directive (WFD) promotes a unique opportunity to redress this problem by means of the holistic, integrated approach to water management. There is currently in preparation horizontal guidance on Wetlands apart of the Common Implementation Strategy (CIS) process. There is however work still to be done on providing more specific scientific and technical guidance on the effective implementation of the Directive wit
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 'Identity Based Tracking and Web-Services for SMEs' in the context of a Sixth Framework call.

assistant: **Objectives**

The TraSer project will develop, test, and document innovative ICT-enabled web-services and logistics solutions for changing environments, such as supply chains, service operations and project delivery networks. This will be done by linking the electronic identity of products and product representations to identity specific tracking and related web services. The research and development effort will result in a TraSer open source community. It will provide information on standards and recommended design patterns, that when followed, make individually developed SME applications interchangeable and possible to use temporarily or in parallel without efficiency loss in the operations of logistics service providers and other companies handling products and product data. The project work will be conducted in close co-operation with communities of potential SME users and aims at proposing, testing and refining SME friendly business scenarios for services such as: material flow transparency, quality control, and product data management in changing and temporary networks. The issue of deploying SME specific applications in a changing network of participants will be addressed through piloting. In the two pilots, solutions for linking RFID-readers and product data repositories to SME specific monitoring and control applications will be developed and tested. The scientific objective is to develop through iterative action innovation an understanding of how network partners could be motivated to participate in supporting network level information services deployed by SMEs, and what are the commercial best practices and technological solutions that facilitate such network level services. The technological objective is to understand how to integrate innovative TraSer-type product centri
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 2020 proposal for the project 'medITerranean HydroclimAte variability over the Common erA'.

assistant: **Objectives**

The Mediterranean region is known for its high seasonal contrast in temperature and rainfall, subject to extreme hydroclimatic events (e.g., droughts and pluvials). In most Mediterranean regions, water resources are scarce and observational data and climate models suggest a transition to an even more arid climate is underway. Uncertainties in future climate change projections over the Mediterranean region still remain, however, thus demanding an understanding of the natural range of climate variability prior to the era of significant anthropogenic interference in the climate system. The ITHACA's goal is to advance the understanding of paleoclimate over the Mediterranean basin to the point where it can inform policy and decision-making about the risks of climate change from a paleo perspective and place future projections within a broad historical context. This project will investigate the characteristics (frequency, intensity, extent, seasonality) and causes of hydroclimate extremes (droughts and pluvials) during the Common Era (CE, the last two thousand years) over the Mediterranean region by developing a state-of-the-art paleo data assimilation product, which will effectively combine high-resolution paleo proxy-data time series with the physical constraints of an atmosphere-ocean climate model simulation. Finally, by using this new product the project will address the attribution of anthropogenic activities to current changes in hydroclimatic extremes and will provide guidance for process-based risk assessment tools.


**Keywords:** Paleo hydroclimate reconstruction, Paleo Data Assimilation, Common Era, Mediterranean region
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 'Modern solid state nmr of inorganic materials' in the context of a Fifth Framework call.

assistant: **Objectives**

Training will be given in the very latest solid state NMR techniques using state of the art hardware. The group at Warwick uses 5 NMR spectrometers equipped with widebore magnets with strengths of 5.6 to 18.8 T (240 - 800 MHz) and has a very wide range of NMR probes with MAS up to 45 kHz and variable temperature capability over the range 4-1200 K. The group encourages the development of a genuinely multinuclear approach. Any project that requires solid state NMR and which can take advantage of fast MAS at high field and/or the application of multiple magnetic fields will be considered. Projects involving less common nuclei for solid state NMR e.g. 1 70,low-gamma nuclei will be particularly welcome. The group has a longstanding interest in the application and development of NMR of quadrupolar nuclei to study both disordered and crystalline materials. Work has spanned solid-state chemistry, materials science, Earth science, condensed matter physics and, most recently, biomolecular solids. Applications from all these areas are welcome. It is expected that students will have undertaken at least one year of their postgraduate training in their home institution. It will be an advantage if there has been some exposure to solid state NMR but this is certainly not a requirement.
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 a compelling abstract for 'e-Gnosis: a novel platform technology for quantitative mobile diagnostics' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The aim is to produce a platform technology that combines the price-point and ease-of–use of lateral flow immunoassays with high-sensitivity, quantitative measurements currently requiring capital intensive equipment. This could ultimately allow its use as a consumer-technology, to diagnose and monitor health.e-Gnosis is an interdisciplinary project combining the current state-of-the-art in recessed ring-disk nanoelectrode arrays with a novel signal amplification strategy in the form of ferrocene loaded pH sensitive polymer nanobeads.e-Gnosis will combine these technologies to produce a multiplexed biosensor chip capable of running several ultra-high sensitivity immunoassays without the need for complex or expensive read-out equipment. The use of nanostructured electrode arrays allows the local pH to be changed electrochemically, such that the pH sensitive beads bound to the analyte dissolve and release ferrocene, leading to a large, proportional signal amplification of each binding event. Amplification can be triggered without external reagent addition and, importantly, without necessitating a wash step to remove unbound labels (the rapid initial current peak is bound to originate from within the nanostructures). Performance characteristics will include low sample volume requirement, sensitivity, limit of detection, robustness to interferrents, dynamic range and speed to result.Fabrication is based on highly parallel semiconductor fabrication technology and standard methods for antibody immobilisation, allowing low cost production.The e-Gnosis platform can also be used for other affinity based recognition events.Apart from the potential commercial and societal benefits of such a sensing technology, the project will also produce two enabling methods within nanofabricatio
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 'Neuromorphic EMG Processing with Spiking Neural Networks' under Horizon 2020.

assistant: **Concept**

The aim of the NEPSpiNN project is to realize a neuromorphic event-based neural processing system that can directly interface with a commercial surface electromyography (sEMG) for the extraction of signal features and classification of the motor neurons output activities. The sEMG is a non-invasive method for measuring the electrical activity, associated to the muscle activities, by means of surface electrodes located above the skin.The amplitude of the sEMG signals, measured in this way, correlates with the number of action potentials discharged by a population of activated motor neurons. To understand the muscular behavior, several measurements are required, which produce a large amount of data, typically, processed by external computers. This makes a wearable solution difficult. In addition, in the current state-of-the-art the sEMG data analyses is composed by three different steps: features extraction, moto neurons outputs discrimination and classification. The steps are activated in sequence increasing the time required for the analyses, that is a problem in real-time applications.  The NEPSpiNN project proposes a sEMG analyses stage, implemented in a compact ultra-low power neuromorphic chip, to be able to process data in real-time with low-latency, useful for future implementation of wearable devices. A full custom hardware implementation of a deep neural network (DNN), implemented on neuromorphic spiking neural processing circuits, will classify the motor activities in real time, to find the input for a control system of an external device (e.g. prostesis or exoskeleton).The integration on a unique portable device will allow to decrease the computational cost of processing and the power consumption. This enables a system that can be integrated in a wearable solu
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 'Innovative fuel cell system for CHP application in Low Carbon Buildings' in the context of a Horizon 2020 call.

assistant: **Objectives**

This Marie Sklodowska Curie Individual Fellowship will bring a researcher from Shanghai Jiao Tong University, Dr Sheng Sui with extensive experiences in the electrocatalysis, membrane electrode assembly (MEA), stack, and system integration for polymer electrolyte membrane fuel cells (PEMFCs), to work with the host research group which have the leading expertise in the field of low carbon/eco- building technologies, combined power, heating and cooling system, advanced heat transfer enhancement methods and fluid dynamics modelling. The overall objective of the project is to establish scientific and engineering merits for the development of new PEMFC systems with high performance, low cost and long durability using a novel Pt-nanowire electrode technology. The proposed project will make significant contributions for a fundamental understanding of the Pt-nanowire growing and crystallisation in microstructure and Pt-nanowire electrode kinetics in PEMFC. A 1kW fuel cell stack will be developed based on the Pt-nanowire electrode technology and demonstrated in the Creative Energy Homes at the University of Nottingham.The project has been carefully chosen to match Dr Sui’s expertise in innovative fuel cell system with that in sustainable energy and buildings technologies at the University of Nottingham so as to maximize the benefit to Europe. The proposed R&D activities on fuel cell system will assist in reducing high cost of fuel cell system and maintenance interval for low carbon and renewable energy buildings. Application of this new fuel cell system on the eco-buildings in Europe could also increase customer awareness and bring the low carbon or zero energy building idea to be realised.
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 'Sex-specific genetic effects on fitness and human disease' in the context of a Seventh Framework call.

assistant: **Objectives**

Darwin’s theory of natural selection rests on the principle that fitness variation in natural populations has a heritable component, on which selection acts, thereby leading to evolutionary change. A fundamental and so far unresolved question for the field of evolutionary biology is to identify the genetic loci responsible for this fitness variation, thereby coming closer to an understanding of how variation is maintained in the face of continual selection. One important complicating factor in the search for fitness related genes however is the existence of separate sexes – theoretical expectations and empirical data both suggest that sexually antagonistic genes are common. The phrase “two sexes, one genome” nicely sums up the problem; selection may favour alleles in one sex, even if they have detrimental effects on the fitness of the opposite sex, since it is their net effect across both sexes that determine the likelihood that alleles persist in a population. This theoretical framework raises an interesting, and so far entirely unexplored issue: that in one sex the functional performance of some alleles is predicted to be compromised and this effect may account for some common human diseases and conditions which show genotype-sex interactions. I propose to explore the genetic basis of sex-specific fitness in a model organism in both laboratory and natural conditions and to test whether those genes identified as having sexually antagonistic effects can help explain the incidence of human diseases that display sexual dimorphism in prevalence, age of onset or severity. This multidisciplinary project directly addresses some fundamental unresolved questions in evolutionary biology: the genetic basis and maintenance of fitness variation; the evolution of sexual dimorphism;
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 'Gaming Ecosystem as a Multilayered Security Threat' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

There is widespread agreement across police authorities, policy makers and the academic community that the video gaming ecosystem plays a substantial role in the process of radicalization. However as yet there is no compelling evidence base to understand how the process takes place, or the best measures to prevent the radicalization process. Games as a Multi-layered Security Threat (GEMS) is an interdisciplinary, mixed-method and cross-sectoral project bringing together academic researchers, AI specialists, policy experts and a range of police authorities from across Europe in order to address this challenge. Co-creation of knowledge with a comprehensive end-user engagement is the fundamental principle of GEMS. The main aims of GEMS are: 1) to contribute to a scientific advancement of the field of radicalisation and violent extremism by developing a new academic field of Sociology of Gaming and Radicalisation; 2) to provide EPAs with a novel Training Curriculum and an innovative tool, the Watchtower (a future-proof AI platform trained to recognise and prevent the spread of extremist content and recruitment in the online gaming space); 3) to create a new cross-sectoral collaborative network dedicated to countering extremist presence in the gaming ecosystem – European Networks Against Gaming-Related Extremism (ENgaGE); and 4) to develop an effective Citizens Awareness Campaign and evidence-based Policy Solutions which will greatly improve high level decision making, empower citizens and enhance youth protection. These aims will significantly contribute to the fight against the rapid spread of extremism in the online gaming spaces and lead to a secure cyberspace.


**Keywords:** Gaming,  youth protection,  sociology