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 concept and methodology overview for 'Local and Nonlocal Free Boundary Problems' under Horizon 2020.

assistant: **Concept**

A wide class of physical phenomena can be mathematically formalized as Free Boundary (FB) problems, usually described by a set of Partial Differential Equations (PDEs) that exhibit also some unknown interfaces (the FB). The main goal is to describe as precisely as possible both the solution to the PDEs and the properties of the FB, an issue of significant theoretical complexity. In this project the Experienced Researcher (ER) presents different FB problems, depending on their nature: local/nonlocal and elliptic/parabolic. The first part is devoted to elliptic problems, with two objectives: the first one is to prove some quantitative regularity estimates for solutions to a class of elliptic semilinear equations related to Bernoulli one-phase type problems (local/nonlocal setting), while the second is to investigate the regularity/structure of the FB in a general nonlocal obstacle problem. Also the second part has two objectives (parabolic framework). The ER intends to study some nonlocal parabolic Bernoulli one-phase type problems. In this framework, the whole theory must be developed: the ER plans to study the existence of suitable weak solutions as well as their optimal regularity and the regularity/structure of the FB. The project contains innovative aspects, new techniques, and possesses a large number of applications to Physics, Engineering and Natural Sciences. The expected results are of great quality and will have significative impact in the PDEs community.


**Keywords:** Free Boundary problems, Nonlocal operators, Elliptic and Parabolic equations
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 'Comparative performance of a dioiceous species - pistacia lentiscus - in response to the environmental stress of Serra da Arrabida - Portugal' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The present research project aims to verify whether the dioiceous form Pistacia lentiscus ( a mediterranean scrub species) has some adaptive value to colonize habitats subjected to human disturbance through ploughing, grazing or fire. The study area will be Serra da Arrabida Natural Park (central part of Portugal).  A four months period is applied for this project, the first two months for field work and the last two, for data analysis and preparation of scientific papers.  The field program will focuss ecophysiological and morphological measurements in male and female individuals. The first group will be daily cycle of leaf gas exchange, leaf fluorescence, stomatal resistance, leaf transpiration and xylem water potential together with environmental data. The morphological measurements will compare organ distribution, Leaf Area Index and seasonal elongation of new twigs.  The statistical data analysis, discussion of the results with the portuguese team and preparation of scientific papers will be carry out during the last two months.
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 'Twisted Ions – A novel tool for quantum science' (TWISTION), addressing dissemination and exploitation.

assistant: **Impact**

One of the most fundamental principles of quantum physics, the so-called wave-particle dualism of quantum objects, is at the heart of a recently developed research field: twisted matter waves. Similar to their well-established photonic counterparts, coherent beams of massive particles can exhibit a screw-like phase front, which causes an orbital angular momentum. Contrary to photons, however, massive quantum systems can be charged, which results in an additional magnetic moment related to the beams’ twist. So far, this unique feature has only been studied using electrons, with immediate impact on fundamental studies and applications in quantum-enhanced microscopy schemes as a magnetic nano-sensor.TWISTION will harness these latest developments but redirects the focus on coherent matter waves of ions. Not only are ionic systems heavier than electrons, importantly they have an internal structure due to bound electrons. This feature, exclusive to composite systems, makes twisted ions especially intriguing as it opens the door to yet unexplored quantum mechanical effects on the internal states, e.g. through a magnetic interaction caused by the magnetic moment induced by the external twist. With these promising prospects in mind, TWISTION will set out to demonstrate the first twisted ion beam, thereby also delivering the first unambiguous result of a coherent ionic matter wave. More importantly, TWISTION intends to explore and reveal in theory as well as in an experiment the effect of an external twist on the internal structure, thereby establishing twisted ions as a novel tool for quantum science. In turn, TWISTION will deliver the first experiment that is exclusively built for the investigation of structured matter waves, whose setup can be fully adjusted to any task-speci
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 'Linking Publishers and National Bibliographic Services' (BIBLINK) targeting Fourth Framework.

assistant: **Abstract**

The main goal of the project is to further the development and improvement of national bibliographic services, through testing a demonstrator service involving new links between publishers and national libraries or national bibliographic agencies. There is currently no adequate bibliographic control over electronic publications, nor is there an agreed standard of bibliographic description for many types of electronic publication. National libraries need to secure authoritative advance information about new electronic publications. For the publishers of electronic materials there is a need to register new electronic publications (whether they are on-line publications or off-line - e.g. CD-ROM - publications) and to carry enriched bibliographic data as an integral part of the electronic publication. The project will deliver an interactive prototype/demonstrator system which will enable publishers of electronic documents to input and transmit an agreed minimum level of data to national bibliographic services, allowing those services to enrich and retransmit it to the publishers.Technical approachThe project is conducted in two phases. The first phase investigated and developed consensus on data formats, data content, transmission standards, and on document identification and authentication. This was carried out in conjunction with publishing and booktrade organisations. The result was a feasibility analysis and general specification for the demonstrator.In the second phase, a full functional and technical specification will be developed, the demonstrator built, in an iterative process with the libraries and publisher partners, and subjected to validation through the test sites..Key issuesThe main technical issues to be explored are:agreed standard format for data to be tra
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 Europe proposal for the project 'Beyond the Information Paradigm: from Prediction to Anticipation'.

assistant: **Objectives**

Within theoretical neuroscience, many have by now embraced the view of the brain as a prediction machine which updates its predictions in light of incoming information. Yet, these ‘Predictive Processing’ theories (PP) face big conceptual challenges. As I've shown previously, by relying on semantic notions like information, representation, prediction, hypothesis-testing etc., they resist integration within the larger causal-mechanistic framework of which they claim to be a part. The twofold problem is, first, how to make naturalistic sense of semantic content or meaning at the level of individual neurons or neural populations and, second, how the assumed semantic content is supposed to be causally efficacious. Yet, if we can’t understand the neuroscientific data in terms of upstream information, downstream prediction and resulting prediction errors, how, then, should the neuroscientist interpret the bidirectional neural activity? Via 3 complementary research objectives (RO1-03), this project is aimed at providing an alternative explanation for the neuroscientific data which is traditionally framed in terms of information processing and, more recently, information prediction. For RO1, the pivotal move will be to substitute the problematic notion of prediction with an empirically underpinned biological notion of anticipation that does not involve semantic content, and which does fit within the boundaries of the causal-mechanistic framework. With RO2, this notion of anticipation-without-prediction will be applied to the neuroscientific findings the PP theorist explains in terms of prediction. RO3 will be dedicated to further study anticipation-without-prediction at the microbiological level via lab experiment. Overall, the project aims to present an alternative to the compu
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 'Smart Micronozzles for Next-Generation Supercritical Fluid-Based Microthrusters'.

assistant: **Concept**

The STELLAR project aims to demonstrate the proof-of-concept for a novel micropropulsion technology —Smart Supercritical Fluid-Based Micronozzles (SSFMs)— designed to meet the growing needs of CubeSats and small satellites. These miniaturized propulsion units will use supercritical fluids to deliver compact, efficient, and tunable thrust, addressing critical limitations in current systems, such as low thrust density, poor scalability, and integration complexity. SSFMs combine advanced microfabrication, integrated sensor control, and real-time flow modulation to enable both fine attitude control and high-agility maneuvers using non-toxic, high-energy fluids. Compared to state-of-the-art cold-gas or electrothermal thrusters, SSFMs are expected to deliver up to 5x higher thrust density, reduce volume by up to 30%, and cut weight by up to 20%, while also enhancing responsiveness and system autonomy. Building on results from the ERC-funded SCRAMBLE project, STELLAR will fabricate and test functional SSFM prototypes under representative pressure and thermal conditions, validating key performance metrics including thrust, impulse, and flow stability. The project will target a final technology readiness level (TRL) of 4, representing laboratory validation of the integrated prototype. Supporting activities include advanced simulations for micronozzle optimization, stakeholder engagement, and intellectual property protection. In parallel, the SSFM architecture offers cross-sector potential in biomedical microfluidics, electronics cooling, and soft robotics; domains that share similar demands for compact, thermally efficient fluidic control. By addressing both space and cross-sector challenges, STELLAR will bridge the gap between advanced microfluidics research and next-generation
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 'CityBike: A comfortable, safe, and adaptable electric-bike for everyone' in the context of a Horizon 2020 call.

assistant: **Objectives**

Aiming to align the urban mobility with an eco-friendly approach, the town halls, municipalities, and regional governments of developed countries are promoting bike use via the stimulation of bike sharing services and infrastructures. Boosted by these policies, the use of e-bikes has grown globally due to its advantages in speed, effort, and appearance after use. However, the current e-bike models lack adaptability to the rider’s features and the type of ride, which forces a design made to satisfy the needs of the largest and most stable market segment: commuting riders, ignoring other potential segments.Citybike is a new model of e-bike whose design is focus on the optimization of comfort and safety, aiming to increase use, including forgotten customers in the e-bike sharing scheme such as persons with a high-risk perception during ride, tourists and older or impaired people.This manner, Citybike will also promote the widespread modal shift towards cycling as a measure to overcome two of the European societal challenges in transport, a minimum 60% reduction of GHG emissions from transport by 2050 and to ensure the resilience of the European transport systems to meet the challenges of an uncertain world.
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 'Acute Myeloid Leukemia Leukemic Initiating Cells: Contribution of hypoxia/HIF pathway to chemoresistance and relapse' (HifLICs), addressing dissemination and exploitation.

assistant: **Impact**

Acute myeloid leukemia (AML) is a heterogeneous group of diseases caused by acquired cytogenetic and molecular alterations in hematopoietic progenitor cells. There is a substantial need to develop new therapeutic approaches to AML; however, the genetic heterogeneity of AML constitutes a barrier for the development of targeted therapies. Leukemia relapse after treatment is most often caused by a subgroup of cells commonly referred to as leukemia initiating cells (LICs), which are resistant to chemotherapy. It is thought that this resistance is the result of several properties unique to LICs, including their dormant and metabolically inactive state, making them less susceptible to genotoxic drugs. The localization of the LICs in the hypoxic bone marrow niche has been proposed as a driving factor for dormancy. The HIF (hypoxia-inducible factor) family of transcription factors mediates cellular adaptation to hypoxia. While the role of HIFs in the pathogenesis of solid tumors is quite well established, they have only recently been suggested as key regulators of LICs in specific types of leukemia. Yet, results to date are highly controversial, with some studies supporting an oncogenic activity for HIFs and others pointing to a tumor suppressor role.We propose a broad transcriptional study of human AML classified by cytogenetic criteria and disease stage (diagnosis vs relapse). We will focus on HIF-regulated target genes in the LIC subgroup and evaluate LIC heterogeneity using state-of-the-art single-cell technologies. Our results should extend our understanding of the ability of LICs to survive cytotoxic therapy and help to identify candidate targets for clinical application.The use of AML patient samples and single-cell techniques included in this proposal will increase my s
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 'Aligning Reference Architectures, Open Platforms and Large Scale Pilots in Digitising European Industry' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The EC communication “Digitising European Industry: Reaping the full benefits of a Digital Single Market” aims to reinforce the EU's competitiveness in digital technologies and to ensure that every industry in Europe, in whichever sector, wherever situated, and no matter of what size can fully benefit from digital innovations.  In the H2020 LEIT ICT WP2018-2020, the section “Platforms and Pilots” is launching the six calls (DT-ICT-07 to DT-ICT-12) for implementing next generation Digital Platforms in four basic industrial domains: Manufacturing, Agriculture (and Rural Areas), Energy (and Smart Homes / Grids) and Healthcare (Smart Hospitals).Moreover, outside of the specific suggested Digital Transformation (DT) topics, the development of EU Digital Industrial Platforms (a battle Europe cannot afford to lose) is a key priority also e.g. in Smart Systems (Smart Anything Everywhere SAE), Robotics, Photonics and Process Industry (SPIRE2030) domains.The OPEN DEI proposal aims at leveraging synergies, identifying gaps, sharing best practices, reinforcing regional/national relationships as well as putting in place the necessary joint measures to implement common dissemination, communication, training and exploitation action plans among the Innovation Actions implementing the EU DT strategy. OPEN DEI is structured around twelve coordinated and complementary objectives grouped in four main action lines: in Platform Building a reference architecture, a set of open source reference implementations and an Industrial Data Platform; in Large Scale Piloting a digital maturity model, a set of assessment methods and a migration journey benchmarking tool; in Ecosystem Building an Innovation and Collaboration Platform, a pan-EU network of Industrial DIHs, an Industrial Skills catalogue an
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 'Next-generation integrated MNBS-platform for instant diagnostics with single-molecule resolution' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

A spearhead function that lies within the promise of MNBS technologies is the rapid and sensitive detection of biomarker molecules in raw biological samples. However, it has been very difficult to realize the promise due to two key challenges:the signal-over-background challenge, i.e. many biomarkers have very low concentrations and real-life biological samples generate very high background signals, andthe integration challenge, i.e. it is very difficult to conceive a system that has a very high performance and is still fully integrated, miniaturized, and cost-effective.NextDx will address these challenges by investigating an integrated system for protein biomarker detection with single molecule resolution. The system is based on magnetic nanoparticles that are controlled by electromagnetic fields and detected with nanometer precision in an integrated optical chip with bio-engineered surface. The system will allow a sharp biophysical discrimination between biomarker-induced and non-biomarker-induced nanoparticle binding signals, so as to approach the fundamental limit of counting statistics in real biological samples. This is a unique, novel, and timely approach.At the end of NextDx, we will demonstrate an integrated MNBS platform technology for extremely sensitive protein detection, within a few minutes, directly in blood plasma. The technology will be suitable for multiple biomarker testing outside the hospital, to improve for example the lives of chronically ill patients.NextDx is a unique international consortium with best-in-class partners contributing complementary physical and biomolecular engineering expertise, supported by an advisory board with all relevant stakeholders (clinicians, patient organisation, insurance company, regulatory agency). Together, all are
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 Europe proposal for the project 'Enhancing Capacity-building for Leveraging Innovative Procurement Strategies in Europe'.

assistant: **Objectives**

InnoInnovation Procurement (IP) is a recognised strategy for driving technological development in the public sector and spurring economic growth. It modernises public services and accelerates the market entry of innovations. However, Europe has not fully tapped into its potential due to barriers.Small innovative companies should be more interested in IPs but face challenges engaging with public procurers (PPs). This is due to a) lack of awareness about public contracts and b) distrust in the procurement process. Startups find it difficult to meet the requirements and adapt to lengthy procurement procedures, leading many to avoid them.The barriers faced by public procurers when working with startups:•Qualitative selection procedures often favour large cooperations in PP, and there is little understanding of startup accreditation mechanisms.•Evaluating startups requires precise adjustments to criteria related to technical solvency, economic performance, and autonomy.•Establishing testing environments like regulatory sandboxes and granting temporary testing licenses for startups.•Understanding acceptable payment options and liquidity needs specific to startups in procurement processes.The ECLIPSE project will design and test a new cutting-edge interaction model to connect PP and innovative suppliers with investor ecosystems. Special attention will be dedicated to the role of venture capitalists and how they can effectively contribute to the IP process and foster the market exploitation of its results. ECLIPSE will build a system of tailored advisory services and tools to bridge the gap between PPs’ needs and innovative suppliers' capabilities. These services will possess the expertise and competencies necessary to overcome barriers that impede the integration of innovation