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 'Concept and Approach' section for a Horizon 2020 proposal on 'Dynamical Redesign of Biomolecular Networks'.

assistant: **Concept**

Enzymes created by Nature are still more selective and can be orders of magnitude more efficient than man-made catalysts, in spite of recent advances in the design of de novo catalysts and in enzyme redesign. The optimal engineering of either small molecular or of complex biological catalysts requires both (i) accurate quantitative computational methods capable of a priori assessing catalytic efficiency, and (ii) molecular design principles and corresponding algorithms to achieve, understand and control biomolecular catalytic function and mechanisms. Presently, the computational design of biocatalysts is challenging due to the need for accurate yet computationally-intensive quantum mechanical calculations of bond formation and cleavage, as well as to the requirement for proper statistical sampling over very many degrees of freedom. Pioneering enhanced sampling and analysis methods have been developed to address crucial challenges bridging the gap between the available simulation length and the biologically relevant timescales. However, biased simulations do not generally permit the direct calculation of kinetic information. Recently, I and others pioneered simulation tools that can enable not only accurate calculations of free energies, but also of the intrinsic molecular kinetics and the underlying reaction mechanisms as well. I propose to develop more robust, automatic, and system-tailored sampling algorithms that are optimal in each case. I will use our kinetics-based methods to develop a novel theoretical framework to address catalytic efficiency and to establish molecular design principles to key design problems for new bio-inspired nanocatalysts, and to identify and characterize small molecule modulators of enzyme activity. This is a highly interdisciplinary proje
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 'The vertical advanced Heterojunction Mos Transitor as a building block for CMOS from the year 2000 on' (1994-1998) under Fourth Framework.

assistant: **Objectives**

It is the intention of the project not really to reach from a first shot these projected results which apply to ideal" structures but to demonstrate the feasibility of both n-channel and p-channel vertical heterojunction field effect transistors proving far superior characteristics (drive current, off-state current, speed, transconductance...) made by a cost effective technology. In addition, a production friendly thin layer sequence will be allowed by a novel buffer layer concept. The validity of this concept will be demonstrated by the growth of a complete vertical stack as a demonstrator for CMOS feasibility.In scaling down the classical planar MOS device towards deep submicron dimensions the most important technological limit encountered is the definition of the channel length by practical lithographic techniques. From a physical point of view the short channel effect which translates into Drain Induced Barrier Lowering (DIBL) and as such into threshold voltage roll off and off-state leakage current is the most important limitation.In this project a new vertical heteroMOS structure is proposed which solves the above problem because of the following characteristics:- the device is not a lateral but a vertical one: source/channel and drain regions are grown epitaxially. As such the device channel length is defined by the channel layer epitaxial growth and thus fully decoupled from lithographic limitations. Therefore much shorter channel lengths ( down to 20 nm) become feasible.- at the source side of the device an heterojunction is used which keeps the barrier for conduction in the off-state constant and not affected by the drain voltage. In order to have conduction in the on-state the source side closest to the channel region is intrinsic. This allows for Fermi-level
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 'Building conversational chatbots faster using NLP and machine learning' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Chatbots are still in their infancy. One of the factors that are currently limiting the development of the chatbots market is the lack of an appealing customer experience. The low quality of the existing natural language understanding systems, negatively impacts user experience.At BITEXT, we have developed a Natural Language Processing (NLP)-based solution that trains conversational bots easily, and makes their replies more human-alike. Using our Deep Linguistic Analysis Platform (DLAP) and Natural Language Generation (NLG), we improve 3x bot accuracy. This allows existing chatbot frameworks (backend content, chatbot agencies, API integrators and NLP bot engines) to deal with user requests without redesigning their architectures, as we are fully compatible.BITEXT Innovations, S.L. is a company created in 2007 dedicated to the development and commercialization of resources and linguistic software and technologies of semantic analysis. Among our clients, the Sylicon Valley tech giants, Google, Apple or Amazon. We are a young and fast-growing company, that has opened overseas offices (San Francisco, US), have won innovation prizes and raised Venture Capital (€1M seed funding). But this is only the beginning!The technological solution of BITEXT is part of the chatbots market which is estimated to be over $4.73 billion in 2024 given that chatbot is the new interface of every frontend or app. The overall goal of the present Phase 2 project is to accelerate bot training and improve human-machine understanding – being the most accurate technology- in this new era of people and machines communication. Also, raise chatbots full-potential, facilitating its development and growth; by being a reliable technology, easy to develop (minimizing manual work) and embeddable into existing
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Deconstructing the Electrode-Electrolyte Interface  by Novel NMR Methodology', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

More efficient rechargeable batteries must be developed for utilizing sustainable energy sources and stopping the rapidly advancing climate change. The current technology cannot be merely extended for the next-generation storage systems. New approaches are required, especially for understanding and controlling the complex chemistry at the electrode-electrolyte interface. It has already been established that such control can, in principle, be realized by the solid electrolyte interphase (SEI), a stable passivating layer formed on the electrode. Such a layer should enable continuous transport of ions across it, but the fundamental understanding of what SEI components and architectures may give rise to such transport is not yet available. The ultimate goal of this ERC project is to establish structure-function correlation for the SEI by implementing methodologies for directly probing interfaces at the atomic-molecular level and for guiding the design of novel interphases.We will achieve this goal by introducing to materials science a set of NMR 'tools' based on chemical exchange saturation transfer (CEST), commonly used to study dynamics in biomolecular-NMR. Here we propose to develop variants of CEST to probe ion dynamics across the SEI. Implementing these new approaches in situ, we will disentangle the multistep transport process at the electrolyte-SEI-electrode interfaces. Coupled with sensitivity enhancement by Dynamic Nuclear Polarization from inherent polarization sources, we will identify the SEI components participating in the ion exchange processes. Integrating our results with the battery performance, we will determine the pathways and bottlenecks for transport across the SEI.Applying advanced NMR methods combined with controlled surface chemistry to state-of-the
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 'Big Data Analytics for Time Critical Mobility Forecasting' (2014-2020).

assistant: **Concept**

datACRON is a research and innovation collaborative project introducing novel methods for threat and abnormalactivity detection in very large fleets of moving entities spread across large geographical areas.Specifically, datACRON aims to develop novel methods for real-time detection and prediction of trajectories and important events related to moving entities, together with advanced visual analytics methods, over multiple heterogeneous, voluminous, fluctuating, and noisy data streams from moving entities, correlating them with archived data expressing, among others, entities’ characteristics, geographical information, mobility patterns, regulations and intentional data (e.g. planned routes), in a timely manner.Technological developments are validated and evaluated in user-defined challenges focusing on increasing thesafety, efficiency and economy of operations concerning moving entities in the Air-Traffic Management and Maritime domains.The datACRON project brings together partners from academia and industry to develop the aforementioned novelmethods, together with user and data-provision partners from the two domains, in close relation to user-interestgroups, focusing on real-life, industrial and user-defined challenges concerning operations (e.g. surveillance,forecasting of trajectories, characterization, etc.) regarding moving entities in sea and air.
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 'Full Costs of Climate Change' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

There is increasing interest in the economics of climate change to inform policy on a) long-term targets, b) the costs of inaction (the economic effects of climate change), and c) the costs and benefits of adaptation. The objectives of this study are to advance knowledge across all three areas, i.e. the full economic costs of climate change, through the following tasks: 1. To identify and develop consistent climate change and socio-economic scenarios, including mitigation scenarios; 2. To quantify in physical terms, and economic costs, the ‘costs of inaction’ for these scenarios, with bottom-up disaggregated (spatial) modelling for market and non-market sectors (coasts, health, ecosystems, energy, water, infrastructure) in the EU and other major negotiator countries (US, China, India). To extend analysis to quantify and value the costs and benefits of adaptation, and the residual costs of climate change’ after adaptation. 3. To asses the physical effects and economic damages of a number of the most important major catastrophic events and major socially contingent effects. 4. To update the mitigation costs of GHG emission reductions for medium and long-term reduction targets/ stabilisation goals. To include (induced) technological change, non CO2 GHG and sinks, and recent abatement technologies. 5. To quantify the ancillary air quality benefits of mitigation, using a spatially detailed dis-aggregated approach to quantify in physical terms and monetary benefits, in Europe and major negotiator countries. 6. To apply a number of complementary CGM and IAM models to incorporate the information from the tasks above. 7. To bring all the information above together to provide policy relevant output, including information on physical effects and economic values, and undertake anal
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Scalable, ferroelectric based accelerators for energy efficient edge AI', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The Ferro4EdgeAI project will provide an ultra-low power, scalable edge accelerator for artificial intelligence incorporating a memory augmented neural network, based on low cost, high density, multi-level, Back End of Line (BEoL) integrated ferroelectric (FE) technology.We expect to achieve a 2500x gain in energy-efficiency to break the POPS/W barrier with respect to the state-of-the-art CMOS accelerators and predictions for other emerging technology AI hardware. To do so, five ambitious specific objectives have been selected:- multi-level functionality in hafnia-based thin films by investigating the optimum trade-off in memory window, film thickness & stability of the ferroelectric state- low operating voltage for the non-volatile memory and robust multilevel operation of the FeFET-2 for high density logic operations and data storage. A low operating voltage is mandatory for power rating reduction, while robust multilevel operation is essential for analogue in-memory computing at the edge.- integration and characterization of multi-level, low voltage, FeFET-2 arrays- definition, design and demonstration of a low power FE AI accelerator suitable for scalable systems integration- Systems simulation of ultra-low power FE accelerator enhanced edge processing for targeted edge applications of voice and image recognitionFerro4EdgeAI is a multidisciplinary project engaging 12 partners from 6 countries covering the academic and industrial worlds (including 2 SMEs). An implementation plan is presented in the form of 6 work packages, 5 of which are technical in nature. Synergy in communication and dissemination by the several partners and stakeholders (including an external advisory board and collaboration with South Korea) will maximize the project progress and impact. Solutio
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 Europe proposal on 'Education in Graeco-Roman Egypt: An Intercultural Approach'.

assistant: **Concept**

EduGRE proposes a radically novel approach to ancient education. Tackling the urgent need to investigate diversity in knowledge transmission in the ancient Mediterranean, the project will comprehensively collate and analyse all school artefacts from Graeco-Roman Egypt, including Egyptian, Greek and Latin material, to set Graeco-Roman education in its specific Egyptian context and explore intercultural osmosis. Challenging the traditional view of Greek education as a tool for perpetuating and disseminating a pure and monolithic form of Greek culture within multicultural communities, this project explores the complex interplay of identities and cultural traditions in educational practices. Through a bottom-up approach that prioritises the concrete experience of individuals who were far removed from the main centres of power and literary production, and who rarely feature in ancient and modern historiographical narratives, EduGRE detects interactions between different languages and cultures, elucidates the role of local agency, and identifies variations in education over time in relation to religious and societal change.EduGRE also introduces a new methodology in editing written artefacts. Its dedicated digital platform will house innovative critical editions combining methodologies of papyrology and New Philology to capture the unique textual iterations encoded in school artefacts. The platform’s uniform editorial methods and tagging system will allow for comprehensive analysis and comparison of educational practices, transcending traditional disciplinary boundaries. The inclusion of images and 3D reconstructions will facilitate analysis of material features.EduGRE will redefine perceptions of ancient education by uncovering cultural diversity and dialogue in its practice
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 'A multidisciplinary approach for the stratification of patients with carotid artery disease' (TAXINOMISIS).

assistant: **Innovation**

Carotid artery disease, the primary trigger of ischaemic cerebrovascular events including stroke, causes major morbidity, mortality and healthcare costs worldwide. Still, treatment is based on criteria established in the 90s that do not take into account the molecular evolution we have witnessed since, nor the introduction of new medication, leading to remarkably high unnecessary surgical treatment while missing most patients at risk. TAXINOMISIS will provide novel disease mechanism-based stratification for carotid artery disease patients to address the needs for stratified and personalised therapeutic interventions in the current era. This will be achieved through (1) the dissection of mechanisms mediating carotid artery disease, and identification of susceptibility and protection factors of plaque erosion and/or rupture using longitudinal cohorts and multi-omics, (2) the definition of distinct disease phenotypes and endotypes, and generation of molecular fingerprints of high versus low-risk states through systems medicine, (3) the development of a multilevel risk prediction model of the symptomatic plaque incorporating new biomarkers and advanced imaging, implemented in a software, to assist patient stratification and clinical decision making, (4) the development of novel pharmacogenomics solutions based on lab-on-a-chip technology to support personalized treatment, (5) the evaluation of the new risk prediction model and lab-on-a-chip device in a prospective observational clinical study, and (6) the assessment of regulatory, cost-effectiveness and ethical issues towards the implementation and commercialization of the programme’s outcomes.TAXINOMISIS has therefore the potential to rationally change the current state-of-the-art in the stratification of patients with car
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 'Transformative Environmental Monitoring to Boost Observations in Africa' (2021-2027), addressing dissemination and exploitation.

assistant: **Impact**

Objective: Set up cost effective innovative sensor networks that can be financed by climate services built on top of these networks.Concept: Transformative new methods to measure five essential hydrological variables (rainfall, soil moisture, river flow, bathymetry) at less than 10% of current costs. These reduced costs are essential to have realistic business models for services that cover the costs of building and operating the networks. The five essential variables will be available through GEOSS. Innovation: Seven new sensing methods will be introduced in Africa. The innovation does not focus only on moving up Technology Readiness Levels of new measuring methods but, especially, on the usefulness and practical applicability of these methods in the specific contexts. The direct linkage of sensors and new value-creating services is part of this innovation because this is essential for long-term financial sustainability. New services assimilate in situ and satellite data in numerical models to make optimal use of strengths of different sources of information.Knowledge of the African market: Building on earlier research-oriented projects and on experience in development of geo-services in Africa, in-depth knowledge of the opportunities and limitations of the African market is widely available within the consortium. Selection of focus services was based on this knowledge. These focus services are Flood Early Warning Systems, reservoir management, and crop germination insurance. These have been selected as the most promising services in the broader climate-oriented areas of geo-hazards, water management, and agricultural information.


**Keywords:** Africa, value chains, sustainability