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: Describe how 'The emergence of understanding from the combination of innate mechanisms and visual experience' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The goal of this research initiative is to construct large-scale computational modeling of how knowledge of the world emerges from the combination of innate mechanisms and visual experience. The ultimate goal is a ‘digital baby’ model which, through perception and interaction with the world, develops on its own representations of complex concepts that allow it to understand the world around it, in terms of objects, object categories, events, agents, actions, goals, social interactions, etc. A wealth of empirical research in the cognitive sciences have studied how natural concepts in these domains are acquired spontaneously and efficiently from perceptual experience, but a major open challenge is an understating of the processes and computations involved by rigorous testable models.To deal with this challenge we propose a novel methodology based on two components. The first, ‘computational Nativism’, is a computational theory of cognitively and biologically plausible innate structures , which guide the system along specific paths through its acquisition of knowledge, to continuously acquire meaningful concepts, which can be significant to the observer, but statistically inconspicuous in the sensory input. The second, ‘embedded interpretation’ is a new way of acquiring extended learning and interpretation processes. This is obtained by placing perceptual inference mechanisms within a broader perception-action loop, where the actions in the loop are not overt actions, but internal operation over internal representation. The results will provide new modeling and understanding of the age-old problem of how innate mechanisms and perception are combined in human cognition, and may lay foundation for a major research direction dealing with computational cognitive development.
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 'Protecting the Right to Culture of Persons with Disabilities and Enhancing Cultural Diversity through European Union Law: Exploring New Paths' to be submitted under Horizon 2020.

assistant: **Abstract**

The right of people with disabilities to participate in cultural life - which encompasses the rights of access to, and to be involved in cultural activities, as well as the recognition of disability identities, such as Deaf culture – has been for long denied. The cultural exclusion of disabled people has engendered their marginalisation. It has also entailed a loss for society as a whole, because of the lack of cultural diversity resulting from an inaccessible and exclusionary cultural realm. DANCING will investigate the extent to which the protection of the right to take part in culture of people with disabilities and the promotion of cultural diversity intersect and complement each other in the European Union (EU) legal order. It will disrupt the conventional approach adopted by EU law scholarship by using a combination of legal, empirical and arts-based research to pursue three complementary objectives, experiential, normative and theoretical respectively. First, it will identify and categorise barriers and facilitators to cultural participation experienced by disabled people and how they affect the wider cultural domain. Secondly, it will provide a normative exploration of how the EU has used and can use its competence to combat discrimination and its supporting competence on cultural matters, in synergy with its wide internal market powers, to ensure the accessibility of cultural activities, to promote disability identities, while achieving cultural diversity. In doing so, it will bridge, in an unprecedented way, the implementation of the UN Convention on the Rights of Persons with Disabilities and the UNESCO Convention on the Protection and Promotion of the Diversity of Cultural Expressions. Thirdly, it will advance the understanding of the legal concept of cultur
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 'Boosting the European Value Chain for Sustainable Power Electronics' (FastLane) targeting Horizon Europe.

assistant: **Abstract**

FastLane targets a full, highly competitive and sustainable European value chain for Silicon Carbide (SiC) based power electronics. The goal is to provide a competitive technology excellence from engineered SiC substrates to novel devices, smart power modules and converters to broadened automotive and industrial applications. The next generation of SiC materials will be developed by improved quality of the crystalline starting material, material re-use and acceleration of substrate EU-based manufacturing. Based on the new materials the next generation SiC MOSFET power devices will be developed overcoming current limitations regarding efficiency, performance, robustness and sustainability and will integrate also new on-chip sensing technology. Power modules based on the devices will be further improved by several innovations, e.g. advanced sintering which will lead to improved power module reliability and therefore better sustainability. On component level, highly efficient and reliable inverters for automotive and industrial applications will be developed, including a variety of innovations in detail. In all steps, an improvement of SiC material characterization methodologies will increase the quality and the output of EU based semiconductors. Overall, performance and reliability are expected to increase greatly in all steps. These developments will lead to an overall reduction of cost and, by reduction of the footprint (lifetime increase, CO2 decrease, water consumption decrease), to a greener economy.With the envisioned goals, FastLane will decrease the environmental footprint all along the product lifecycle and contribute to the European Green Deal and ensure a sustainable European sovereignty in power electronics. Cost benefits for the end user will be achieved by t
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 'Single-Cell Metabolomics for Drug Discovery and Development' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Despite the major efforts in the modern drug discovery and development, the field is still in its crisis with the productivity increasingly declining. A major source of drug development failure is the toxicity where the adverse drug reaction is often caused by off-target effects of drug candidates that can be revealed only late in the drug development process. Metabolomics was proposed as an emerging promising approach to monitor off-targets effects on metabolic enzymes or transporters thus providing mechanistic understanding of drug toxicity. However, there are multiple challenges in applying metabolomics in this context including the inability to resolve the drug metabolic response on the single-cell level. In this PoC project, we propose to commercialize the technology of single-cell metabolomics developed in the ERC CoG project METACELL. Specifically, we propose using our single-cell metabolomics technology in conjunction with the data-driven metabolic modulation approach for revealing single-cell metabolic response and metabolic mode of action of drugs and drug candidates.
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 'Data Centres Optimization for Energy-Efficient and EnvironmentalLy Friendly INternet' to be submitted under Seventh Framework.

assistant: **Abstract**

DOLFIN addresses the demand/response and energy stabilisation scenario of the Smart Grid by optimising the energy consumption of Data Centres (DC), accompanied, if necessary, with a respective negotiation and readjustment of the DC's Service Level Agreements (SLAs). To achieve this, DOLFIN adopts an innovative energy closed control loop that targets to deliver the following advancements: Create an integrated poll of 4 parametric energy consumption optimisation mechanisms (eCOM). Organise the orchestration of eCOMs at the DC level, through dynamically deployed energy optimisation policies. Fine-tune the parametrical implementation of eCOM and contribute to their standardisation. Create a platform for handling virtualised ICT resources in an energy aware manner, considering SLA restrictions. Introduce the idea of synergetic DCs and implement a migration process for ICT-processing workload, complying with SLA restrictions. Make the DOLFIN DC part of the Smart Grid energy stabilisation solution for the demand/response scenario. Build a system that is able to take informed decisions, so as to adapt the DC's electricity consumption to the demands of the Smart Grid. Combine traditional metrics for ICT SLA management with energy performance metrics for ICT. Implement a DC SLA renegotiation process considering both ICT and energy metrics. Constitute the ICT SLA metrics proportional to the energy SLA metrics in a DC.
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 'Spring-lid-development of a lid for glass containers using partial vacuum technology' (1994-1998).

assistant: **Concept**

The objective of the project is to develop a lid for jars, pots and other sorts of glass containers which traditionally employ plastic or metal lids. The i ndustrial objectives are to produce a lid which combine the utilities of hermet ic and air-tight closure as well as easy handling and opening for consumers by improved performance and increased functionality. Development of a new lid will combine the properties of both plastic and metal lids, thus assuring the funct ions of an ergonomic easy opening for all consumers together with a hermetic ai r-tight closure after opening. The packaging concept will be applied for jars c ontaining all kind of food articles, spices with strong odours, pet-food, etc. Technical objectives comprise engineering design tools and materials welding to construct a lid moulded in plastic with a steel spring which comply fully w ith industrial requirements and consumers demand for functional products. When the lid is to be opened, two flaps are pressed radially inwards by means of whi ch the locking ring is disfigured locally, and the low pressure is eased. The l id is fixed on the container again by pressing it onto the brim of the containe r. It should be assured that the lid will not loose the grip if the container i s carried by the lid. Additional environmental objectives are to improve ac tivities towards increased recycling and collection of glass containers as the lid will be composed of recyclable materials. As part of the workprogramme rese arch into application of adequate biodegradable plastic components will be carr ied out. The approach to meet the above mentioned objectives comprise: De finition of requirements phase. The lid should be heat-resistant, hygienic with out harmful emissions to the content and should meet adequate r
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 'Scattering Amplitudes for Gravitational Wave Theory' in the context of a Horizon 2020 call.

assistant: **Objectives**

Four years ago, the LIGO/Virgo observation of a black-hole binary mergerheralded the dawn of gravitational-wave astronomy.  The promise of futureobservations calls for an invigorated effort to underpin the theoreticalframework and supply the predictions needed for detecting future signals andexploiting them for astronomical and astrophysical studies.  Ampl2Einsteinwill take ideas and techniques from recent years' dramatic advances in QuantumScattering Amplitudes, creating new tools for taking their classical limitsand using it for gravitational physics.  The powerful `square root' relationbetween gravity and a generalization of electrodynamics known as Yang--Millstheory will play a key role in making this route simpler than direct classicalcalculation.  We will transfer these ideas to classical General Relativity tocompute new perturbative orders, spin-dependent observables, and thedependence on the internal structure of merging objects.  We will exploitsymmetries and structure we find in order to extrapolate to even higher ordersin the gravitational theory.  We will make such calculations vastly simpler,pushing the known frontier much further in perturbation theory and incomplexity of observables.  These advances will give rise to a new generationof gravitational-wave templates, dramatically extending the observing power ofdetectors.  They will allow observers to see weaker signals and will be key toresolving long-standing puzzles about the internal structure of neutron stars.We will apply novel technologies developed for scattering amplitudes tobound-state calculations in both quantum and classical theory.  Our researchwill also lead to a deeper understanding of the classical limit of quantumfield theory, relevant to gravitational-wave observations and beyond.  Thetra
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 'Recoding Criminal Justice in the Age of Generative AI Disruption' (RecodingJustice) under Horizon Europe.

assistant: **Objectives**

How will Generative AI (GenAI) reshape criminal justice? Unlike earlier AI systems, often confined to specific tasks and users, GenAI democratizes and boosts AI’s capabilities, transforming our understanding of AI’s role in justice systems. GenAI enables wider access—for police officers, investigators, lawyers, judges, prison staff, and rehabilitation workers—and diverse applications, from aiding in crime analysis and drafting legal arguments to generating personalized rehabilitation plans, spanning all stages of the justice cycle, from pre-crime prevention to post-incarceration reintegration. Its potential to enhance efficiency, personalize interventions, and expand access to justice is vast. Perhaps most strikingly, GenAI excels in tasks typically human-dominated, such as interpreting complex narratives or creating nuanced analyses. These advancements offer remarkable opportunities for justice but also carry substantial risks that extend beyond the familiar risks of bias, opacity, and lack of accountability. While those dangers continue to shape the AI landscape, GenAI gives rise to novel perils, such as hallucinations and large-scale manipulation, like systemic exploitation or misuse. GenAI’s risks are amplified by its dual use: institutionalized applications governed by inadequate regulation and informal uses that often largely operate “under the radar,” allowing injustices to proliferate, affecting both individual outcomes and the broader integrity of the criminal justice system.Recoding Justice will systematically examine both formal-institutionalized and informal-ad hoc uses of GenAI and their impact internationally across four diverse and distinct legal settings (Brazil, the United States, the Netherlands, and Israel). The project will draw on empirical case stu
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 'Mass hierarchy and particle physics at the TeV scale', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The research goal of this proposal is the investigation of the most fundamental aspects of particle physics models and gravity at high energies, and establishing the connection between these findings and experiments. The main fundamental questions that will be addressed are: What is the origin of mass for the mediators of the weak interactions and its connection with the masses of quarks and leptons? Why this mass is hierarchically different from the Planck scale which makes gravity so weak compared to the other three known fundamental interactions described by the current Standard Model of particle physics? Why this enormous mass hierarchy is quantum mechanically stable? What is the theory that describes physical laws at TeV energies which will be explored in the near future by the Large Hadron Collider at CERN? These questions are at the very frontier of knowledge of theoretical particle physics and phenomenology and their intersection with gravity and string theory.   All members of the proposed research team have made breakthrough contributions in putting forward and developing new ideas that dominated such a research during the past 10 years. Although there is a certain overlap in the interests, each member brings a different unique expertise to the research, which will strongly resonate with the other members activity. Obviously, this project is strongly correlated with LHC physics confronting theoretical predictions with observations and using experimental data for building new theories and correcting existing models. In such an intense dynamical process, participation of doctoral students and postdoctoral researchers will be absolutely crucial and their active involvement is an essential component of the project. The main funding required by the project from the
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Shimura varieties and the Birch--Swinnerton-Dyer conjecture' (ShimBSD) under Horizon 2020.

assistant: **Objectives**

One of the most famous open problems in mathematics is the Birch–Swinnerton-Dyer (BSD) conjecture, which predicts that the size of the set of rational points on an elliptic curve is determined by the order of vanishing at s = 1 of its Hasse–Weil L-function. Building a crucial breakthrough due to Kolyvagin in the 1990's—the discovery of the first example of an  ""Euler system""—the BSD conjecture has now been proved for a wide class of elliptic curves over the rationals: those where the order of vanishing of the L-function (the ""analytic rank"") is 0 or 1, which conjecturally accounts for 100% of elliptic curves.  However, the case of elliptic curves over the rationals is only the tip of an iceberg. Versions of the BSD conjecture are also expected to hold for elliptic curves over number fields, and more generally for abelian varieties of any dimension (with elliptic curves being the case of dimension 1). Even more generally, the Bloch–Kato conjecture predicts that for any L-function arising from geometry, its order of vanishing at any integer point encodes geometric information. However, these conjectures are far beyond the reach of Kolyvagin's Euler system.  The aim of my proposal is to prove new cases of the BSD conjecture and the Bloch–Kato conjecture, using new Euler systems arising from the geometry of unitary and symplectic Shimura varieties. In particular, I will prove the rank 0 case of the BSD conjecture for abelian surfaces over the rationals, elliptic curves over imaginary quadratic fields, and abelian three-folds with complex multiplication, assuming appropriate modularity results hold for these objects (which are known in many cases).""


**Keywords:** MSC2010: 11G40 (L-functions of varieties over global fields,  Birch-Swinnerton-Dyer conjecture)