RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Development of screw anchors for floating Marine Renewable Energy system arrays incorporating anchor sharing'.

assistant: **Innovation**

Classical anchoring solutions are inappropriate for the development of new marine renewable energy devices (wind/waves/tides). They are too expensive and not efficient. Organising devices in arrays is a solution where adjacent devices share an anchor. It reduces the total number of anchors necessary and the overall cost. In turn the loading applied to an anchor is a complex combination of horizontal and uplift cyclic loads. Screw anchors are piles which are fitted with one or several helices at their end. They are installed into the soil by applying a torque and are assumed to have an excellent resistance against uplifting.The objective of this work is to study the fundamental behaviour of screw anchors upon complex loading in sand. A unique database of physical modelling tests (using cutting edge centrifuge apparatus) representative of small arrays of devices will be developed. In particular the tests will assess their uplift capacity after low level cyclic loading (fatigue behaviour). Numerical simulations, validated against experimental results, will provide additional information. Finally a new design methodology taking into account multi-directional and fatigue loading will be derived. This comprehensive topic has never been investigated before in sand.The University of Dundee offers cutting edge centrifuge facilities and has an outstanding experience in physical modelling. A designed experimental set-up is able to install screw piles in flight and apply a multi-directional loading. I will build on my strong background in numerical modelling to carry out the numerical part of the project.EU targets the ambitious objective to derive 20% of its electricity production from renewable sources by 2020. The energy revolution has just started and should generate many jobs
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 '3rdAI Playlist Generator' under Horizon Europe.

assistant: **Concept**

3rdAI is the worlds first research-grade Playlist Generatora tool that combines the granular detail of user-defined searches across our specialist-curated, semantically-tagged 450,000+ track lyrical corpus with the machine learning features of our hip hop-savvy AI.  Over the course of our cultural data analytics research on the ERC project, CIPHER: Hip Hop Interpellation (globalcipher.org), we identified that with the development of our 3rdAI Research Engine we had laid the groundwork for a commercializable and sustainable, AI-assisted Playlist Generator tool, profits from which could fund CIPHERs global hip hop research, community engagement projects, and landmark OA scholarly publicationslike the CIPHER journal, Global Hip Hop Studiesin perpetuity.  Scaffolded atop our powerful Research Engine, the 3rdAI Playlist Generator will create synergies between our intended research applications and the massive market for streaming music discovery via bespoke sentiment analysis and recommender systems tools.The 3rdAI Playlist Generator thus revolutionizes the streaming and playlisting industries, bringing our next-level analysis of the archetypes and intertexts of thisthe worlds most popular musicto the public.  As outlined in our business plan, with 3rdAI, you can now search forand visualize over time and spacehip hops multilingual, deeply intertextual references to war, peace, crime, community, migration, home, and any verbatim or thematically-related concepts you want to explore.  But more than that, with the AI-assisted features of the 3rdAI Playlist Generator, now you can sonify your searches, uncovering and exploring the evolution of lyrics, beats, and themes through playlists that take you on a tour of hip hop history from Straight Outta Compton (Los Angeles, 1988) to G
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 'Novel machine learning techniques to improve the forecasting of stroke post-interventive outcomes' (MAESTRO), addressing dissemination and exploitation.

assistant: **Impact**

Stroke is a first-order medical problem (about 600,000 strokes occurred in the EU in 2015), in which rehabilitation is critical. Currently, there are no reliable systems to monitor the patient adherence to this rehabilitation, nor its effectiveness. Combining the ER experience on biosensors and gamification, the expertise on outlier detection and machine learning of IMDEA Networks, and the knowledge on deep learning applied to medicine of the AI Lab at Brown University, in MAESTRO, we will develop algorithms capable of determining rehabilitation adherence and effectiveness by using wearables. This will optimize rehabilitation and forecast recovery by providing information to neurologists and feedback to patients and caregivers. MAESTRO aligns with the H2020 goals in Area III (digitization, research and innovation) as well as health, demographic change, and wellbeing.MAESTRO aims at recruiting 50 patients from Rhode Island Hospital for 4 months in the first of three development cycles. Mobile applications, IoT devices and questionnaires will be used in the first of the three cycles. This is viable since we will use the infrastructure and connections of an existing stroke project on-site.The innovation in MAESTRO lays in the development of software solutions to monitor the rehabilitation of post-stroke patients remotely and passively using off-the-shelf hardware and gamification. The methods employed in MAESTRO, particularly deep learning, permit the automated classification of extremely complex data, allowing scientists to extract important information from data sets that would be unmanageable otherwise.MAESTRO is a unique scientific advance because it will provide doctors, patients and caregivers, group-specific levels of feedback. In addition, the algorithms specifical
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 'FOstering a Recycled European Silicon supply' to be submitted under Horizon Europe.

assistant: **Abstract**

The project FORESi aims at FOstering a Recycled European Silicon supply. through the first worldwide industrial demonstration of a cradle-to-cradle Silicon value chain.  To contribute to a sustainable energy sovereignty for Europe, FORESi will demonstrate a circular recycling process from end-of-life PV panels towards new photovoltaics and EV batteries applications. The project will demonstrate the technical, economic and environmental viability of the entire recycling process, and deliver the design of an optimised recycling turnkey factory of end-of-life PV panels, paving the way for a European industrial mass production of recycled Silicon. FORESi will also develop an online integrated platform for recovery of PV panels, and deliver a PV Testing Methodology to Reuse and Repair EoL PV modules.


**Keywords:** Silicon, PV, circular economy, EV, batteries, gigafactory
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 'Scientix 3' (2014-2020) under Horizon 2020.

assistant: **Objectives**

The objective of Scientix 3 is:• To ensure the continuation/adaptation of the Scientix 2 activities (already managed by EUN Partnership AISBL on behalf of DG Research & Innovation under the Science in Society programme) and; • To contribute to and support the development of national strategies for wide uptake and dissemination of IBSE, and other science education methodologies.More specifically, the continuation and adaptation of the current Scientix activities will include:• The technical maintenance and hosting of the Scientix Internet platform, • New features such as content search, adaptation, translation and upload of all sections, • A revised dissemination strategy (comprising newsletters, presentations at events, workshops), • Translation of teaching material for the widest dissemination of best practices, • The organization of one major European conference to be held in Brussels, and• The production of communication materials (flyers, brochures etc.).The contribution to the development of national strategies will be organized around:• Assessment of the situation of science education in each Member State and monitoring of national strategies in cooperation with the relevant national stakeholders (through research actions and information exchanges);• Support for the development and implementation of national strategies for the uptake and dissemination of IBSE, the best use of Scientix resources and community-building, in cooperation with Ministries in charge of education and/or the most appropriate entities likely to generate change in science education in each country (by supporting national activities on STEM education, networking activities and a policy development working group).


**Keywords:** science education, networking, teacher training
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 'NOVEL ENVIRONMENTALLY FRIENDLY SOLUTION PROCESSED NANOMATERIALS FOR PANCHROMATIC SOLAR CELLS' (NANOMATCELL).

assistant: **Concept**

Dye-sensitized solar cell (DSSC) is the leading technology of third-generation solution-processed solar cells with reported efficiencies in excess of 10%. However despite the huge efforts in the last two decades saturation effects are observed in their performance. Efforts so far have been concentrated towards engineering and fine-tuning of the dyes, the electrolytes and the interface of the dye to the electron acceptor, employing titania as the electron acceptor.DSSCs rely, then, on dyes for efficient light harvesting which in turn entails high fabrication costs associated to the Ru-based dyes as well as the use of 10 um thick devices. In addition, optimized titania requires high-temperature processing raising concerns for its potential for low-cost, flexible-platform fabrication.In this project we propose a disruptive approach; to replace titania with a novel electron accepting nanoporous semiconductor with a bandgap suitable for optimized solar harnessing and a very high absorption coefficient to allow total light absorption within 2 um across its absorption spectrum. In addition the deposition of the nanostructured platform will employ processing below 200oC, compatible with plastic, flexible substrates and cost-effective roll-to-roll manufacturing.We will focus on non-toxic high-abundance nanomaterials in order to enable successful deployment of DSSCs with targeted efficiencies in excess of 15% and 10% for SS-DSSCs, thanks to efficient solar harnessing offered by the novel nanocrystal electron acceptor.To tackle this multidisciplinary challenge we have assembled a group of experts in the respective fields: development of nanocrystal solar cells, DSSC technology and physics, atomic layer and surface characterisation and a technology leader (industrial partner) in th
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 'EXHAUST GAS CLEANING PLANT BASED ON THE INNOVATIVE DRY-SORPTION PROCESS' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The project aims at transferring a highly efficient multi-stage exhaust gas cleaning plant, proven in coal combustion plants. To minimise SOx, HF, HCI and dust, the exhaust gas cleaning plant achieves a precipitation output of up to 99% owing to a dry sorption process applied in a rotary compressed flow reactor. This technology can be integrated in the brick industry that is faced with SOx problems.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Social Protection and Demographic Change, 1960s-1990s', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Demographic expertise has become a crucial perspective in debates around the development of modern welfare states. Since the 1960s, many reforms answer to demographic changes (e.g. ageing societies); and demographic calculations are now regularly used for the technical construction of social protection policies. In public debates, demographic statistics also serve as an objectifying rhetoric, legitimising welfare state reforms as necessary or inescapable. However, demography is not a black box: what exactly is counted in demographic assessments (age, sex, fertility, migration) varies a lot, between national contexts and historically over recent decades. This project examines from a historical and comparative perspective how demography became a core element of modern welfare state policies since the 1960s. By analysing three fields of the welfare state (old-age pensions programs, health care and family policies) in three representative European countries (France, Italy and Switzerland), SPADE aims to identify which actors and which institutions contributed to making the problem of the demographic sustainability of social protection systems a political priority, and which solutions were envisaged. The project thus broadens the historiography of the welfare states, traditionally marked by approaches from social and political history, with novel perspectives from the history of science. By combining transnational and comparative approaches and by looking at the origins of the discourse about the so-called “welfare state crisis”, SPADE cast a new light on the transformations that the welfare state as a whole has undergone since the 1970s.


**Keywords:** Demographic thinking, Welfare state crisis, Ageing, Family policies, Social security
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 'Functional Analysis of Dopamine Prediction Error Circuits' to be submitted under Seventh Framework.

assistant: **Abstract**

One of the key goals in neuroscience is to understand how neural activity generates behavior. Electrophysiological recordings have provided great insights into this relationship, but they cannot resolve the contribution of specific neuronal cell types. Moreover, it has been notoriously difficult to move beyond correlation and demonstrate the functional significance of neural firing for specific behaviors. Recently developed optogenetic techniques overcome these limitations by tagging specific neuronal populations for electrophysiological identification and manipulation in vivo. The experiments described in this proposal apply this approach to midbrain dopamine (DA) neurons in awake, behaving mice.DA neurons are key players in reward-processing. They respond to unexpected rewards and sensory cues predicting future rewards, while unexpected reward omission suppresses them. Thus, DA neurons seem to encode the discrepancy between predicted and actual reward, also called reward prediction errors. Based on formal theories of reinforcement learning, it has been proposed that DA acts as a teaching signal to mediate learning from reward. Here, we propose to evaluate the causal relationship between DA activation to reward-predicting cues and ongoing behavior, learning and extinction. Moreover, we will perform an analysis of the neuronal computations underlying dopamine’s role in reinforcement learning to understand how DA responses are generated at the circuit level. Since disturbances of reinforcement learning have been directly linked to human pathological conditions including schizophrenia, depression and autism as well as maladaptive behaviors in addiction, the research program put forward in this proposal has broad implications for improving our understanding of these pathol
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 'Innovation and Commercialisation  in the NMP thematic area' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Towards Europe 2020, European Commission adopted a comprehensive innovation strategy to enhance Europe's capacity to deliver smart, sustainable and inclusive growth. This strategy concerns the so called concept of Smart Specialization Strategy.By itself, sounds a challenging task, but it is of crucial importance, especially for less advanced regions. According to this concept, each region must set its own innovation priorities and streamline public funds in those technological fields, where certain advantages and thus exploitation prospects exist.This is the challenge INCOMERA partners decided to take up by answering those three objectives:1. To detect and financially support  NMP research results likely to provide solutions for innovative products, processes or services,2. To analyse and assess the lessons from the measures taken and supported in various Member States to exploit transform research results,3. To provide operational guidance for supporting efficiently the successive steps between research and innovation, paying particular attention to the use of European Regional Development Funds (ERDF), in the context of Smart Specialization Strategies.INCOMERA is composed of 22 extremely experienced partners (including the associated partner), 13 countries and 11 regions, planning to:- Develop all synergy required for supporting SME's transnational/regional cooperation, within the context of each region's smart specialization strategy for enhancing the commercialization/productivity plans of NMP consortia,- Launch an Online Platform for innovation providing tailored made services to NMP research projects that reached TRL4,- Launch three joint calls for proposals to fund innovative industrial research projects close to 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: Describe how 'Quantum Fields and Probability' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Quantum Field Theory (QFT) has become a universal framework in physics to study systems with infinite number of degrees of freedom. It has also had in the past significant interaction with Probability starting with Constructive QFT and rigorous statistical mechanics. The goal of this proposal is to bring QFT methods to probabilistic problems and  new ideas from Probability to QFT. It concentrates on two concrete topics: (1) Renormalization Group study of rough Stochastic Partial Differential Equations, both their path wise solutions and their space-time correlations and stationary states. These equations are  ubiquitous in non-equilibrium physics and they are mathematically challenging.  (2) The use of Multiplicative Chaos theory in the rigorous construction and study of the Liouville  Conformal Field Theory. Liouville theory is one of the most studied  Conformal Field Theories in physics due to its connection to scaling limits of random surfaces and string theory. It has   many mathematically puzzling features and its rigorous study is now possible. Although the  physical applications of these theories are far apart on the level of mathematical methods they have a  common unity based on renormalization theory that I want to utilize. I think time is ripe for a new fruitful interaction between QFT and Probability.


**Keywords:** Renormalization Group, Stochastic Partial Differential Equations, Conformal Field Theory, Multiplicative Chaos, Liouville Model