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 the 'Expected Impact' section for the project 'CONSTRUCTING LEARNING OUTCOMES IN EUROPE: A MULTI-LEVEL ANALYSIS OF (UNDER)ACHIEVEMENT IN THE LIFE COURSE (CLEAR)' (UNDER), addressing dissemination and exploitation.

assistant: **Impact**

The project Constructing Learning Outcomes in Europe. A Multi-Level Analysis of (Under-)Achievement in the Life Course (CLEAR) is committed to better understanding the factors that affect the quality of learning outcomes (LOs) across European regions and intents to spark innovative policy approaches to tackle underachievement and increase social upward mobility for young people. It focuses the processes of constructing learning outcomes as the result of manifold intersecting institutional arrangements, spatial and socio-economic determinants, discursive and socio-cultural influences, as well as individual experiences, dispositions, cognitive and psycho-emotional abilities. The overall aim is to examine the combination of multiple factors shaping LOs and thus affecting their quality. Based on a better understanding of the processes of constructing LOs, CLEAR inquiries into the impact of policies to boost achievement and tackle underachievement, and designs participative activities at local level to spark innovative policy solutions. It conducts comparative, multi-level analyses in 8 EU countries – Austria, Bulgaria, Finland, Germany, Greece, Italy, Portugal, Spain – by means of quantitative and institutional analyses, expert surveys at national and regional levels, qualitative analyses and innovative participatory strategies at local level. Special attention is given to groups that are multi-disadvantaged and/or in vulnerable situations. Dynamic and relational concepts – Life Course, Intersectionality, Spatial Justice – help explore the several mutually intersecting dimensions of the issue – individual, institutional, structural, relational, and spatial. In line with Open Science, the project adopts an innovative transversal participatory approach, enabling young people
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 'Synthetic Mini-Chromosomes for Antibody Production'.

assistant: **Objectives**

Ribbon Biolabs has developed a unique, patented technology for the synthesis of long DNA molecules. As a key product in development through this platform, the company is targeting at the development and production of small, chromosome-like synthetic modular genetic units - which we term MiChroms - for monoclonal antibody production.  The production of therapeutic monoclonal antibodies (mAbs) relies on unstable cell-lines, making the availability of the products limited and very expensive for the end user. Introducing MiChroms to the production process will solve this problem by making production batches larger and lower consumer prices, increasing the affordability of breakthrough medicines to a larger patient population.  The MiChroms are tailored to specific cell-lines and specific biopharmaceutical mAbs and are independent modular genetic components that, unlike recombinant engineered master cell-lines, do not interfere with the cell’s functioning. With this approach, we can increase cell-line  stability and also cover the market needs. Moreover, the model is scalable because it is bound to reduce production costs, reduce price of the end product and increase supply and product portfolio, benefitting the end user.    Our main target market is the development of new biologics, specifically monoclonal antibodies for therapeutics, but will also target biosimilars of the main blockbuster antibodies.  We plan to sell our  genetic design to companies producing and developing biosimilars, where our roles are: a) the design of the artificial chromosome that is suitable for specific mammalian cell lines (e.g. CHO cells)  and b) genetic variants in terms of biopharmaceutical copy-number and post-translational variations. Ribbon Biolabs restricts itself to the production of  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: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'The Political Lives of Migrants: Perspectives from Africa'.

assistant: **Concept**

Refugees and other migrants continue to arrive in new places all across the world. Their reception, long-term prospects and lives in their new homes remains one of the most pressing socio-political issues of our times. What about the migrant in all of this? How do they see their life, role and political agency? Migration research has thus far under-conceptualised and under-researched political migrant agency, especially from a Global South perspective and in interaction with states and non-state actors. PolMig aims to redress this gap and combine it with a commitment to tackle global inequalities in knowledge production.Focusing on Africa, PolMig considers how migrants define political agency, enabled or disabled by politicisation processes of belonging in postcolonial state contexts. Drawing on this research, PolMig advances an Afrocentric understanding of political migrant agency with global relevance. The research will consider the effects of different migrant trajectories (refugee or other migrant; transregional or intraregional; in country of destination, transit or return to origin) on the self-defined understanding of political agency, along intersectional principles of gender, class and race. PolMig uses pioneering research methods to do so including migrant agency diaries and theatre workshops.PolMig bridges the literature on migrant agency and migration states as well as contributing an Afrocentric perspective to the field. The Afrocentric perspective is ensured through a process of collaboration and exchange, centring the continent empirically and epistemologically. The innovative project will have significant scientific impact through addressing an interdisciplinary research gap and the commitment to highlighting and tackling knowledge inequalities. It also
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 'Implantable sensors and ultrasonic data link with triggered bioresorption for next-gen wireless cardiac monitoring' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Cardiovascular diseases are the leading cause of death globally. Monitoring heart functions and ischemia is critical for survival after cardiac surgery. Standard monitoring methods such as echocardiogram and ELISA blood test provide single-time measurements. They are available only in hospitals, and there is no continuous monitoring method after patients are discharged, leading to a high rate of recurrent heart failures and rehospitalization. Implantable medical devices are used for treatment of various disorders. However, their non-resorbable nature necessitates an implant removal surgery that puts additional risk of infection and stress on patients and limits their use in postoperative monitoring. Bioresorbable implants may soon revolutionize postoperative monitoring methods. The surgeon will implant a small patch onto the heart during surgery, enabling continuous cardiac monitoring and early alerts for heart failure. This will reduce sudden attacks, rehospitalizations, and financial burden of health care. Then, once the monitoring period ends, triggering with a light source will dissolve the implant; thus, providing a significant second chance for the survivors of cardiac failure without the burden of secondary surgery. The technological advancements to bring this vision to the clinic are not available yet. 2ND-CHANCE will facilitate this vision by building components of next-generation wireless implants with triggered bioresorption for cardiac surgery through ground-breaking approaches. This interdisciplinary project aims to develop 1) bioresorbable sensors compatible with the in-body environment, 2) battery-free ultrasonic communication, and 3) encapsulation layer with triggered bioresorption, followed by 4) integration and animal tests. The versatility of the 2ND-
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 'Enhanced Multicarrier Techniques for Professional Ad-Hoc and Cell-Based Communications', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The EMPhAtiC objective is to develop, evaluate and demonstrate the capability of enhanced multicarrier techniques to make better use of the existing radio frequency bands in providing broadband data services in coexistence with narrowband legacy services. The project will address the Professional Mobile Radio (PMR) application, especially the evolution of the Public Protection & Disaster Relief (PPDR) service currently using TETRA systems for voice and low-speed data services. Both cell-based and ad-hoc networking solutions are needed for PPDR and will be developed.Our main emphasis is on filter bank based multicarrier (FB-MC) and single-carrier (FB-SC) waveforms for utilizing effectively the available fragmented spectrum in such heterogeneous environments. The core idea is to develop a multi-mode radio platform, based on variable filter-bank processing, which is able to perform modulation/detection functions simultaneously for different signal formats with adjustable center frequencies, bandwidths and subchannel spacings. SC-FDMA waveforms are included in the study in order to relax the transmitter power amplifier requirements of mobile terminals. Also enhanced OFDM solutions are considered as alternatives aiming at minimal modifications to the 3GPP LTE standard, which serves as the reference system in the studies. In addition to the basic physical layer functionalities, the project develops also MIMO and MAC-layer techniques, as well as relay networking solutions which are compatible and maximize the benefits of the waveform level solutions.The EMPhAtiC consortium has a strong expertise in the design of practical TETRA and ETSI BRAN systems.  We believe that the design of FB-MC schemes facilitating flexible and efficient multi-access spectrum usage, along with a proof
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 'Spin-orbit mechanism in adaptive magnetization-reversal techniques, for magnetic memory design' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Compared to existing Random Access Memories, the Magnetic RAM (MRAM) has the advantage of being non-volatile. Though the basic requirements for reading and writing a single memory element are fulfilled, the present approach based on Spin Transfer Torque (STT) suffers from an innate lack of flexibility. The solution that I propose is based on the discovery of a novel phenomenon, where instead of transferring spin angular momentum from a neighbouring layer, magnetization reversal is achieved by angular momentum transfer directly from the crystal lattice. There is a long list of advantages that this novel approach has compared to STT, but the goal of this project is to focus only on their most generic difference: flexibility.The singularity of spin-orbit torque is that the in-plane current injection geometry decouples the “read” and “write” mechanisms. The disconnection is essential, as unlike STT where the pillar shape of the magnetic trilayer sets the current path, in the case of SOT the composing elements may be shaped separately. The liberty of shaping the current distribution allows to spatially modulate the torque exerted on the local magnetization. The central goal of my project is to explore the new magnetization dynamics, specific to the Spin-Orbit Torque (SOT) geometry, and design novel magnetization switching schemes.I will begin by tackling the fundamental questions about the origin of SOT and try to control it by mastering its dependence on the layer structure. Materials with on-demand SOT will serve as playground for the testing of a broad range of magnetization reversal techniques. The most successful among them will become the building-blocks of complex magnetic objects whose switching behaviour is tightly related to their shape. To study their magnetizatio
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 'Variable Stars in Current and Future Large Scale Observing Surveys'.

assistant: **Innovation**

Observing and analysing changes in the brightness of stars is one of the oldest means of studying them, their populations and underlying laws of physics.  Variable stars give insight into stellar life and death and can act as rulers for determining distances in the Universe, allowing us to decipher spatial shapes of galaxies, including our own. In this project I propose to study various aspects of variable stars with an emphasis on their detection and classification using data accessible from long-term surveys. Analysis of millions of stars may potentially yield discoveries of new exotic types of variable stars. Statistical studies of the vast samples of variable stars will be used in the preparation for the future space-based European mission called GAIA. Variability induced by gravitational lenses in our Galaxy will be examined as being of special interest. This has recently led to detection of extra-solar planets.
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 'Measuring and Managing Mind Wandering in Automated Vehicles', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Automated vehicles (AVs) are expected to reduce accidents and congestion by mitigating human error and enabling more efficient use of travel time. However, at SAE Level 2—where the system manages both steering and speed while drivers are still required to monitor the environment—a challenge emerges: drivers must remain vigilant without continuous control, which increases the risk of disengagement. A central factor in this challenge is mind-wandering (MW), defined in the driving context as a shift of attention away from processing task-relevant information (e.g., road conditions, vehicle control) toward internally generated, task-unrelated thoughts. Intentional MW may arise from overtrust in automation, while underload induced by automation facilitates disengagement more generally. Both forms undermine situational awareness and delay responses, thereby threatening safety. Despite its importance, the relationship between MW, trust, and perceived risk in automated driving remains largely unexplored.This project addresses this gap through three objectives. O1 will operationalize and computationally model MW in high-fidelity simulators, integrating subjective ratings, behavioral metrics, physiological indices (eye tracking, electrocardiography), and driving performance, to distinguish intentional and unintentional MW. O2 will validate simulator-derived models in naturalistic on-road studies with commercial and experimental vehicles, testing how contextual variability modulates MW and its links to trust calibration and risk perception. O3 will design and evaluate adaptive human–machine interfaces (HMIs) that dynamically mitigate MW by integrating Driver State Monitoring (DSM) informed by predictive models from O1–O2, using multimodal feedback and user-centered design methods.
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 'HierARchical Multiscale NanoInterfaces for enhanced Condensation processes' in the context of a Horizon 2020 call.

assistant: **Objectives**

This proposal focuses on key challenges facing human society: continuously increasing global demands for electricity as well as potable drinking water. Our long term vision consists of developing solutions related to water utilization for significant enhancement in i) efficiency of thermal power generation and ii) water harvesting to reduce the shortfall in global fresh water supply. The novel concepts that we propose rely on the realization of: 1) Precisely engineered, random yet hierarchical interface nanotextures, also with, controllable directionality, 2) Introducing a new norm of random biphilicity in the above interfaces at the submicron level, 3) Realization of novel superhydrophobic membranes through controlled coating of commercial hollow fiber membranes. 4) Novel methods of nanometrology to precisely and rationally describe the complex interfaces. Concept 1 is related to heat transfer exchange via dropwise condensation, where we target lifetime performance relevant to industrial surface condensers, while maximizing their heat transfer coefficient by up to an order of magnitude. By employing concept 2 we target novel material systems focusing on dew water harvesting in humid environments. Concept 3 targets new surface modification approaches for commercial membranes to achieve high efficiency in water desalination while ensuring anti-biofouling. For all the three concepts described above, a key component of our work will be to ensure economic scalability, of the precisely controlled textures, to large surface areas so that they can be converted to industrial products. For achieving optimal design, quantification and repeatable manufacturability of the aforementioned systems, we will employ novel metrology methods for hierarchical surfaces (concept 4) which will
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 'Network on advanced mathematical and computational tools in metrology' in the context of a Fifth Framework call.

assistant: **Objectives**

The Network aims at ensuring a co-operation between mathematicians, statisticians, metrologists and software engineers to share experiences in the field of advanced measurement software tools and their mathematical and statistical foundations. It will be useful to the smaller or less favored Countries of the EU that cannot invest many resources. Industries needing accurate, efficient and effective measurements because of the significant effect on quality control and financial performance will benefit especially in the instrumentation and software sectors, since metrology has a big impact on the overall quality of industrial products. The need for software validation is no longer a regional issue but at least a European one: test of software aimed at the determination of its metrological characteristics is becoming mandatory.The coordinating activity will concentrate on five critical areas:soft tools for instrumentation;applied mathematics;statistics for MRA and QS;metrological databases;measurement-software validation.Main expected outputs are:testing and comparison of new tools and software components;best-practice and best-use recommendations;better awareness of the need for portability and reusability. Transfer to industry will be done through a User's Forum.