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

user: Write a project proposal abstract for 'Structural Models for Text and other Unstructured Data' to be submitted under Horizon 2020.

assistant: **Abstract**

Most usable data is unstructured. Examples include text, transaction data, images, and web browsing histories. Although rich and plentiful, most economists do not use unstructured data. The few that do generally quantify it with off-the-shelf algorithms that are unrelated to the economic environment in which it is generated, which makes connecting it to economic models difficult. I instead propose to build novel probabilistic models of unstructured data that link it directly to relevant economic parameters. This powerful approach will use the information in unstructured data to test and estimate economic models in a way that is not currently possible with existing methods.I will focus on three distinct themes. The first studies how information about economic conditions is dispersed among agents, and how they aggregate it through interactions. This process it at the heart of the policymaking process, and the use of text data provides a unique opportunity to structurally model this information in innovative ways.The second theme jointly models unstructured data and the evolution of an economy hit by multiple, unobserved shocks. This will provide a novel forecasting tool, which is of key interest to policymakers. But it will also use unstructured data to estimate equilibrium models of the macroeconomy, and hence recover economic fundamentals.The final theme will use transaction payments between firms, and extend probabilistic models of network formation to create new definitions of markets that go well beyond anything in the current literature. This will contribute to measuring market power and the transmission of economic shocks, both questions of fundamental importance.Beyond these specific themes, my research will also pave the way for the use of probabilistic machine l
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 'Ligand Engineering for Pauson-Khand Reactions'.

assistant: **Innovation**

This project is centered on several technological developments around the intermolecular Pauson-Khand reaction, a cobalt catalyzed multicomponent cycloaddition with an unexploited potential to streamline the synthesis of complex organic molecules. The first aim is to find new ligands for the cobalt catalyzed intermolecular Pauson-Khand reaction. A ligand accelerated version of this transformation has been so far elusive and might potentially lead to cheap and efficient ways for the construction of elaborated cyclopentanic compounds from readily available and structurally diverse starting materials. A second aspect of the project deals with the development of stereoselective versions to access chiral cyclopentanic building blocks of high added value in a straightforward manner.""
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 'Demonstration of  a Decontamination Device Protoype for buisness jets and  Experimental Validation' (CLEANLE2).

assistant: **Innovation**

This project is to validate a cleaning device capable of clearing out small debris from the leading edges of business jets or airliners, to keep the flow as laminar as possible on the leading edge of the wing. The cleaning concept will be compatible with the surface treatment of the leading edge of commercial aircrafts. Typically this concerns the contamination of leading edges by insect impact.  At first, the system will be designed and a prototype manufactured. In parallel, aerodynamic and stress models will be studied. Then ground experiments including tests in a wind tunnel will be performed, in view of prototype validation.The prototype will be subsequently modified and validated. Conclusions will help for the industrialisation of the cleaning system.The consortium will be led by EPFL, who co-ordinated a preliminary project on  the design of such cleaning devices in the CleanSky call 3  CLEANLE, with several partners for manufacturing, consulting, experiment running and analysis, including a design office SME, and university windtunnel experts.  The project will lead to a test prototype.The present project will push the concepts, that have attained a Research Technology Readiness Level, TRL near to TRL3 (research to prove feasibility), to evolve on the system/subsystem model and prototype demonstrator of a technology demonstration of TRL 6.""
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 Sixth Framework proposal for the project 'Supporting the Alignment of IST research PROgrammes on mobile communications in the new member states'.

assistant: **Objectives**

ALIPRO aims at supporting the alignment of the New Member States' national and regional research programmes with European IST research in the area of mobile technologies, applications, and services. ALIPRO focuses on the strategic objective To progress towards the achievement of the objectives of a European Research Area in a given IST field", in particular addressing a number of fields in the strategic objectives "Mobile and wireless systems beyond 3G" (FP6 IST Call 1) and "Applications and services for the mobile user and worker" (FP6 IST Call 2). The research programmes of the New Member States (NMS) and even more of the Associated Candidate Countries (ACC) in the economically important mobile communication sector are not sufficiently aligned with and integrated into European IST research. In some NMS and ACC such programmes do not even exist.ALIPRO is an SSA that will accelerate the improvement and alignment of mobility-related national and regional activities and programmes in NMS and ACC, strengthening their integration on European level. ALIPRO will achieve this goal through benchmarking, vision building and road mapping as well as dissemination of the results to the relevant stakeholders in the NMS and ACC.The project will be performed by a consortium of 14 organisations from all NMS and ACCs as well as 'old' member state Germany. This composition will ensure representative benchmarking results and a broad European vision. In order to assure a significant impact, ALIPRO will disseminate its results to the relevant stakeholders through a web-based information platform, a workshop, a hardcopy publication, and presentations at relevant national events. Contacts to a number of potential users of the project results have already been set up and will be maintained 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 'Concept and Approach' section for a Sixth Framework proposal on 'How and when do negative stereotypes about women's math ability affect their performance?'.

assistant: **Concept**

The goal of this project is to understand gender inequalities in science in an interdisciplinary perspective integrating social psychology and physiology. Providing equal opportunities between women and men is a specific task of EU, and this project addresses this European policy.It is argued that gender inequalities result from the influence of gender stereotypes according to which science is reserved to men. This project is aimed to investigate the stereotype threat theory, according to which when stereo types are made relevant in a test-taking situation, target individuals may fear being viewed through the negative lens of the stereotype.This evaluative threat creates an extra pressure that hampers their performance. Specifically, this project will examine the mediators of this phenomenon, which are still unknown, by investigating physiological measures of threat and integrating the stereotype threat and the achievement goal theories (Study 1).Then the conditions leading to stereotype threat or stereotype reactance effect, which occurs when stereotyped individuals outperform non-stereotyped individuals, will be examined (Study 2). Some studies showed that stereotype threat may occur only when the activation of stereotypes is implicit.This investigation is useful to identify the strategies enabling people to cope with negative stereotypes. Experimental methodologies will be used to manipulate the activation of negative stereotypes relative to math ability of women. The effects of this manipulation will be examined on performance on a math test and on several potential mediators measured by self-reports and cardiovascular indices.This project will give an international dimension to the career of the researcher by giving her the opportunity to work in an American labora
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 'Low speed aerodynamic test of large CROR aircraft model in a closed test section' (2007-2013) under Seventh Framework.

assistant: **Objectives**

Tests will be performed on a full model with installed CROR engines. The model will be mounted on a ventral sting, located at tunnel centre line. The model is provided with two powered Counter-Rotating propellers which are driven by two air motors (owned by the Topic Manager).The aim of the test is to determine the aerodynamic performance and stability & control characteristics of a CROR powered aircraft. During the test, innovative measuring techniques and hardware solutions will be used to assess the aerodynamic signature.The test will be performed in the 8mx6m closed test section of DNW-LLF.""
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 'Personalized and Subjective approaches to Natural Language Processing' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

My project, PERSONAE, will make language technology (LT) accessible and valuable to everyone. I will revolutionize research in subjective tasks in NLP such as abusive language detection and sentiment and emotion analysis by developing a new field called personal NLP, yielding new datasets, tasks, and algorithms. This new research area will explore subjective tasks from the perspective of the individual as information receiver, making users active actors in the creation of LTs instead of mere recipients. This will allow for a more tailored, effective approach to NLP model design, resulting in better models overall. Each person has their own interests and preferences based on their background and experience. These factors impact their views of what makes them happy, angry, or depressed over time. Language technologies (LTs) can consider individual preferences. However, current research presumes a static view of subjectivity: that a single ground truth underlies subjective tasks such as abusive language detection, an assumption that lacks human variability and prevents universal access to LTs. Language-based AI such as virtual assistants is widely available. But despite significant scientific advances, most LT applications are inaccessible to individuals and their public's opinion has become increasingly negative. GPT-3's 2020 release boosted business-oriented applications such as copywriting and chatbots, yet few that let people improve their lives—for example, by controlling what they see on social media. This gap becomes more pronounced for subjective tasks.I will design subjective LTs that can be adapted by individuals at will over time. Based on an ambitious meta approach able to generalize from existing, disconnected work, PERSONAE will rely on fully personalizable p
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 'Explaining and Predicting the Ocean Conveyor' (EPOC).

assistant: **Concept**

EPOC will generate a new conceptual framework for the Atlantic meridional overturning circulation, to understand how it functions in the Earth system and impacts weather and climate.  The AMOC is a key component of the climate system, responsible for ocean heat and freshwater transport, associated with the ventilation of anthropogenic carbon, and anticipated to experience or drive climate tipping points.  However, the link between ocean transport, ventilation and tipping points relies on the common conceptual view of the AMOC as a ‘great ocean conveyor’ which was developed to explain very long timescale (glacial-interglacial) fluctuations in climate.  The conveyor-belt schematic conflates millennial timescales with human timescales (days to 100 years), leading to misconceptions by the observing and modelling communities, and misplaced expectations about the AMOC’s role in climate.  EPOC will capitalise on new understanding about the AMOC variability and coherence from two decades of AMOC observations and advances in ocean observing technology and climate modelling, to develop new tools and approaches to quantify and explain past AMOC change and how its connectivity or lack thereof imprint on the Earth system. Through joined-up observational and model experiments, focussing on next generation high resolution coupled models, machine learning techniques and critical re-assessment of paleo proxies, EPOC will generate a new conceptual framework for the AMOC, its meridional connectivity, feedbacks and the relationship between ventilation and overturning on human timescales.  This will lead to better predictions of the AMOC and related climate evolution, including the risk of rapid change.


**Keywords:** AMOC, Conveyor belt, high resolution models, proxy records, ocean physic
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 'The World’s Smallest Power Converters' (2021-2027).

assistant: **Concept**

Ultra small low power converters for mobile devices. Lotus patented Power Interposer Technology (PIT) optimize electronic devices’ performance and at the same time it makes the converters much smaller, it secures improved energy efficiency and thermal stability. It has CMOS-compatibility        (i.e. being able to integrate all components such as FETs, inductors and capacitors into a single substrate) by using silicon-based material and manufacturing technology. The size of Lotus power converters if 1/3 to 1/10 of existing converteres, which can free limited space in the devices        and enables adding new features or it allow for further device miniturazation. This added flexibility has high value for various smart electronics, where size and high efficiency are the key limiting design factors. Lotus converters will be prices similar to current converters, hence device        manufactures can capture the full value of the created improved design flexibility.


**Keywords:** microchip production, microprocessors, microfabrications,IoT, Seosor technology, wearable technology
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 'Global Earth Observation for integrated water resource assessment' under Seventh Framework.

assistant: **Concept**

The project eartH2Observe brings together the findings from European FP projects DEWFORA, GLOWASIS, WATCH, GEOWOW and others. It will integrate available global earth observations (EO), in-situ datasets and models and will construct a global water resources re-analysis dataset of significant length (several decades). The resulting data will allow for improved insights on the full extent of available water and existing pressures on global water resources in all parts of the water cycle. The project will support efficient and globally consistent water management and decision making by providing comprehensive multi-scale (regional, continental and global) water resources observations. It will test new EO data sources, extend existing processing algorithms and combine data from multiple satellite missions in order to improve the overall resolution and reliability of EO data included in the re-analysis dataset. The usability and operational value of the developed data will be verified and demonstrated in a number of case-studies across the world that aim to improve the efficiency of regional water distribution. The case-studies will be conducted together with local end-users and stakeholders. Regions of interest cover multiple continents, a variety of hydrological, climatological and governance conditions and differ in degree of data richness (e.g. the Mediterranean and Baltic region, Ethiopia, Colombia, Australia, New Zealand and Bangladesh). The data will be disseminated though an open data Water Cycle Integrator portal to ensure increased availability of global water resources information on both regional and global scale. The data portal will be the European contributor to the existing GEOSS water cycle platforms and communities. Project results will be actively dissemin
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 'Revealing Cosmic Structure Growth and the Early Universe with the CMB Backlight' (CosMicBacklight) targeting Horizon Europe.

assistant: **Abstract**

With pioneering measurements of Cosmic Microwave Background (CMB) gravitational lensing and scattering, this project will address two of the most important questions in cosmology.Do we understand how cosmic structure grows over time? The growth of large-scale structure with time is one of the most powerful tests of our standard cosmological model and of new physics. Intriguingly, claims of tensions between observations of structure growth and standard model predictions persist. By measuring CMB lensing spectra and cross-correlations with the Simons Observatory (SO) that are five times more precise than the current state-of-the-art, we will place the tightest constraints on structure growth over a wide redshift range. Our ERC-funded innovations, which will enable the use of data that are usually discarded and get more from the data with new statistics, will be crucial for such powerful results. Our work will definitively test whether the standard cosmological model correctly predicts structure growth out to high redshifts z~5.5 and will determine or tightly bound the unknown neutrino mass.What is the physics of the early universe? Measurements of the non-Gaussianity of the primordial density perturbations are a unique test of whether the very early universe is described by the simplest inflation models or by more complex new physics. By reconstructing the cosmic velocity field using the kinetic Sunyaev-Zel’dovich (kSZ) scattering effect in SO data and correlating it with galaxies, my team will obtain powerful constraints on non-Gaussianity (3-5 times tighter than the state-of-the-art) and provide new insights into early-universe physics. With kSZ measurements we will also probe astrophysics at early times: we will provide leading constraints on the duration of reionizati
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 'A rapid response source term indicator based on plant status for use in emergency response' to be submitted under Fifth Framework.

assistant: **Abstract**

The proposal aims to develop a practical and systematic system for rapid assessment of the source term, crucial in management of a nuclear emergency. The objectives are to develop a generic source term estimation system, which uses plant data with interfaces for users to input plant specific data and transfer source term data to a decision support system for emergency response. It will be customized for application to a number of reactor designs representative of the operating plants in the European Union and Applicant countries. Additional functions will be as a training tool to assist plant operators and technical support centre staff in understanding the potential impact of accident management measures and likely consequences in the form of source terms. The system will provide a link achieving an effective interaction between plant control room staff and emergency control centre staff.