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 'Entanglement Generation in Universal Quantum Dynamics' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

A paradigm example of precise predictions in complex systems is the universal scaling of correlation functions close to phase transitions, with their associated critical exponents. The extension of this concept to time dependent problems has been studied in the classical regime as well as in the quantum regime. A clean experimental confirmation of this prediction in a quantum system as well as of its connection to non-local entanglement generation is the defined goal of this project.The experimental system builds on atomic Bose-Einstein condensates with precisely controlled internal degrees of freedom. Their physics can be mapped onto extensively studied spin systems in the large-collective-spin limit. While the mean evolution of these large spins is well captured by classical descriptions, the detailed study of the fluctuations can reveal particle entanglement. The technology for such high-precision measurements has been pioneered by the PI, demonstrating entanglement in spin-squeezed as well as non-gaussian entangled states.In this project one-dimensional gases will be realized allowing for the implementation of a spin system revealing a quantum phase transition. While the spatial spin-spin correlation functions can already be detected, the future experimental development concerns the implementation of non-demolition/weak measurements of the spin degree of freedom. This makes time-time and time-space correlation functions for the first time accessible, as a necessary prerequisite for the envisaged studies of universal dynamics out of equilibrium and the experimental confirmation of non-local entanglement. Observation of scale invariance in the then available full correlation landscape will allow the verification of the presence of a non-thermal fixed point.The success
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 'GeoLocLang' (GeoLocLang) targeting Horizon 2020.

assistant: **Abstract**

I formulated recently a conjecture that should allow to geometrize the local Langlands correspondence over a non-archimedean local field. This mixes p-adic Hodge theory, the geometric Langlands program and the classical local Langlands correspondence. This conjecture says that given a discrete local Langlands parameter of a reductive group over a local field of equal or unequal characteristic, one should be able to construct a perverse Hecke eigensheaf on the stack of G-bundles on the ""curve"" I defined and studied in my joint work with Fontaine. I propose to construct, study and establish the basic properties of the geometric objects involved in this conjecture, this stack of G-bundles being a ""perfectoid stacks"" in the framework of Scholze theory of perfectoid spaces. At the same time I propose to establish the first steps in the proof of this conjecture,  study particular cases in more details and explore consequences of this conjecture.""
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 'Training network for COmputational Spectroscopy In Natural sciences and Engineering' (COSINE) under Horizon 2020.

assistant: **Objectives**

During the last two decades, ab-initio Quantum Chemistry has become an important scientific pillar in chemical research. For electronic ground states, well established theoretical research tools exist, that can be applied by scientists in order to guide experimental interpretation and synthesis design. For optical properties and excited electronic states, dominated by electron correlation, computational tools are lagging behind and are currently missing the accuracy needed in order to have predictive power. However, such tools are urgently required for the fundamental understanding of natural photo-initiated processes as well as organic optical devices.The COSINE ETN will, on one hand, devise novel theoretical tools and computational codes rooted in Electronic Structure Theory for the investigation of organic photochemistry with the aim of enabling accurate simulation of spectroscopic experiments on the computer. To this end a complementary series of tools, rooted in Coupled Cluster, Algebraic Diagrammatic Construction, Density Functional Theory, as well as selected multi-reference methods, will be developed, also accounting for the effects of external environments.On the other hand, COSINE will train the next generation of computational chemists in the most modern state-of-the-art high performance computing techniques for these purposes. The complementary expertise of all participating scientists/institutions, covering all fields required, from Molecular Mechanics to Response Theory, single- and multi-reference methods as well as time-dependent Schrödinger equation, will be exploited and will assure the feasibility and the success of the proposed training. The research which is proposed within COSINE is a quintessential prerequisite for genuine progress in the field of
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 'Models of oxidative dna damage associated with active oxygen species' under Fourth Framework.

assistant: **Concept**

Research objectives and content Active oxygen species play an important role in a large number of human conditions caused by oxygen toxicity. In this project, the question of whether superoxide anion, generated as a result of radical induced DNA damage involving the C-1' position, is capable of inducing further damage within the lipophilic environment of the DNA grooves will be examined. We will utilize synthetic modified nucleosides and oligonucleotides, able to generate superoxide anion, and we will study their reactions under physiological conditions. Training content (objective, benefit and expected impact) The training benefit of the previous category 30 grant can be transferred to the host institution and I will gain from the expertise of the host laboratory in the area of active oxygen species. The expected results will lead to a better understanding of the oxidative DNA damage mechanisms. The new modified nucleosides will benefit the chemistry of nucleosides and may provide new leads for the pharmaceutical industry. Links with industry / industrial relevance (22)
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 'Expression and Methylation Status of Genes Regulating Placental Angiogenesis in Normal, Cloned, IVF and Monoparental Sheep Foetuses', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Normal placental angiogenesis is critical for embryonic survival and development. Epigenetic modifications, such as methylation of CpG islands, regulate the expression and imprinting of genes. Epigenetic abnormalities have been observed in embryos from assisted reproductive technologies (ART), which could explain the poor placental vascularisation, embryonic/fetal death, and altered fetal growth in these pregnancies. Both cloned (somatic cell nuclear transfer, or SNCT) and monoparental (parthogenotes, only maternal genes; androgenotes, only paternal genes) embryos provide important models for studying defects in expression and methylation status/imprinting of genes regulating placental function. Our hypothesis is that placental vascular development is compromised during early pregnancy in embryos from ART, in part due to altered expression or imprinting/methylation status of specific genes regulating placental angiogenesis. We will evaluate fetal growth, placental vascular growth, and expression and epigenetic status of genes regulating placental angiogenesis during early pregnancy in 3 Specific Aims: (1) after natural mating; (2) after transfer of biparental embryos from in vitro fertilization, and SCNT; and (3) after transfer of parthenogenetic or androgenetic embryos. These studies will therefore contribute substantially to our understanding of the regulation of placental development and vascularisation during early pregnancy, and could pinpoint the mechanism contributing to embryonic loss and developmental abnormalities in foetuses from ART. Any or all of these observations will contribute to our understanding of and also our ability to successfully employ ART, which are becoming very wide spread and important in human medicine as well as in animal production.
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 'Ultra high resolution Single Photon Computed Emission Tomography for the molecular imaging of brain disease', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

MILabs’ radically new proprietary approaches for ultra-high resolution and ultra-sensitive brain SPECT (Single Photon Emission Computed Tomography) enable the measuring of disturbed regional cerebral blood flow (rCBF) perfusion, and characterising plaques and neurotransmitter imbalance - all important hallmarks of brain disorders - at unprecedented spatial resolutions. This new approach has the potential to disrupt the complete field of molecular imaging (MI), a multibillion market worldwide. Current techniques can only measure the mentioned effects in the brain either at late stages of disease progression (at which point the patients have already been diagnosed) or at insufficient resolution to isolate processes in small parts of the brain. Current SPECT results in low resolution images, are highly sensitive to patient movement and are time consuming and costly. MILabs has developed a clinical SPECT prototype, G-SPECT, which has proven its potential to reposition SPECT as the major clinical MI modality. G-SPECT uses a high bandwidth photon detection ring with multiple pinholes, and advanced reconstruction software that compensates for patient movement artefacts. This enables 35-fold higher resolution images, more accurate imaging and lower radiation dose due to shorter scan times (Figure 1). The application of MILabs SPECT technology in small animals has sparked enthusiasm amongst clinicians and brain researchers worldwide. In this Stage 1 SME Instrument, MILabs will investigate the commercial feasibility of this exciting technology by (i) identifying and assessing those indications to which the clinical utility yield the best initial market value, (ii) developing a sound clinical validation strategy and (iii) defining the route-to-market.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Surfactant controlled Cation Exchange Lithography - Towards Application' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

A novel lithography technique, the Surfactant-controlled Cation Exchange Lithography (SCEL) will be explored. The underlying mechanism, the Cation Exchange (CE), stems from the colloidal synthesis of nanocrystals (NCs). It allows for the transformation of the chemical composition of readily prepared NCs by exchanging their cation sublattice without changing their morphology.The SCEL relies on the selective inhibition of the CE in NCs that have been exposed to a high-energy radiation, e.g. in an e-beam lithography step or by UV-light. It has been shown that the radiation induces a cross-linking of the surfactants, which then, when exposed to a solution of suitable cations, form an impermeable shell for the cations and thus inhibit the reaction. In the proposed SCEL the cation exchange will be carried out on thin films of NCs (mostly CdS or CdSe), which are then partially transformed into CuXS or CuXSe, respectively. We will investigate on the limits of the SCEL as a competitive lithography method in terms for the production of devices with colloidal nanocrystals as functional elements. Ideally, we will be able to controllably address a small number of NCs by transforming their neighbours into conductive material. The research comprises a study on the mechanism of inhibition of the cation exchange after irradiation and a study on the dynamics of the CE in individual nanocrystals.
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 'Strategies for health insurance mechanisms to address health system inequities in Ghana, South Africa and Tanzania'.

assistant: **Objectives**

This project will undertake a critical analysis of the existing health system in three African countries (Ghana, Tanzania and South Africa) to identify their major equity challenges and will include financing incidence and benefit incidence studies. This information will form the basis for considering alternative approaches to health insurance within these countries, as a mechanism for addressing health system equity challenges and in turn contributing to achieving the Millennium Development Goals.The key focus will be on mandatory insurance and on insurance mechanisms for covering those outside formal employment. The extensive experience of mandatory health insurance within Europe will contribute to understanding the potential for such insurance to be implemented successfully and sustained in a way that contributes to overall health system equity. The combination of economic and policy analysis approaches will enable analysis both of the technical options for policy design and the political acceptability of these options.Importantly, this project will actively involve policy-makers in key aspects of the research and findings will be made available to them at an early stage to maximise the potential for the research to inform health insurance policy developments. Finally, the innovative methodological tools developed for certain aspects of the research will be documented in a toolkit to ensure accessibility for researchers in other contexts wishing to undertake similar analyses.
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 'LEADING CYBERSECURITY IN THE GENERATIVE AI ERA' (NeuralTrust), addressing dissemination and exploitation.

assistant: **Impact**

NeuralTrust is a pioneering company in cybersecurity for Generative AI, addressing the multifaceted risks associated with this rapidly evolving technology. Our mission is to ensure the safe, reliable, and measurable deployment of Generative AI, protecting system integrity and user trust. Our vision is to lead the cybersecurity landscape in the Generative AI era by providing robust security measures, real-time monitoring, and regulatory compliance to safeguard against misuse and vulnerabilities. The company tackles significant challenges posed by Large Language Models (LLMs), such as security vulnerabilities, functional failures, privacy breaches, responsibility failures, and availability attacks. NeuralTrust's innovative solution is a holistic cybersecurity platform with three interconnected modules: Secure AI Gateway for real-time attack blocking and service scaling, Algorithmic Red Teaming for targeted attacks to identify vulnerabilities, and Observability for real-time AI behavior analysis and full traceability. This ensures NeuralTrust can address the full spectrum of risks associated with Generative AI. The value proposition lies in its ability to provide comprehensive security for multi-turn conversations, multi-modal interactions, and contextual security, outperforming market alternatives in public benchmarks. Unlike competing guardrail solutions that analyze prompts in isolation and are embedded within individual applications, NeuralTrust is the first to secure all LLM traffic at the infrastructure level while analyzing contextual user behavior – enabled by its pioneering LLM gateway architecture. NeuralTrust's platform covers pentesting, blocking, detection, monitoring, analytics, and compliance, setting it apart from competitors focusing on narrower security a
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 'Electrocatalytic activity and dissolution stability of high entropy alloys at the atomic scale' in the context of a Horizon Europe call.

assistant: **Objectives**

The Covid-19 pandemic and the international conflicts are now having a significant impact on energy systems around the world, potentially slowing the expansion of clean energy applications. European energy safety can only be ensured by accelerating the development of cheap and clean energy. Catalysts for the chemical reactions in energy conversion and storage, such as fuel cells and water-splitting, are critical to achieve large-scale clean energy production. However, the scarcity of noble metals (such as Pt, Ir), currently the state-of-the-art catalysts, limit their apllications. Co, Fe and Ni oxides are proved to be earth abundant alternative catalysts. Corrosion of these transition metal-based electrocatalysts is inevitable, particularly for the oxygen evolution reaction of water splitting. Transition metal-based high entropy alloys (HEAs), the homogeneous “mixtures” at the atomic level of at least 5 transition metals, exhibit high electrocatalytic activity compared to binary oxides and also high corrosion resistance compared to stainless steels. These unusual properties of HEAs arise from atomically ordered but elementally disordered structures, which are poorly understood. I will explore, for the first time, the surface disorder of HEAs at the atomic scale, by synthesizing nanofilms of 5-element alloys in ultra-high vacuum (UHV) and using advanced surface analytical techniques (mainly STM, XPS). I will perform electrochemical measurements on synthesized model HEAs’ surfaces in a home-made movable reaction cell that can be connected to different UHV systems, in order to correlate atomic-scale structures with catalytic and anti-corrosion properties. I will merge my previous expertise in STM, XPS techniques and surface reactivity of ternary alloys into the host’s expe
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 'A Knowledge-based business model for small series fashion products by integrating customized innovative services in big data environment (Fashion Big Data Business Model)' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

FBD_BModel aims at creating a digital technology platform for delivering small series innovative functional garment products through a European Union-based local textile supply chain, meeting consumers’ personalized requirements in terms of fashion and functional performances. This new supply chain will permit to get through the information channel from fabric materials to consumers via various processes, in order to dynamically organize design and production in the big data environment. This technology platform will integrate two interconnected knowledge-based sub-systems (an Interactive Design System (IDS) and a Supply Chain and Production Management System (SCPMS)). The platform will provide a range of data-based services (product and design recommendation, supplier selection, dynamic tasks planning, production simulation, …) dedicated to consumers and concerned professionals (producers, designers, retailers, …) of the supply chain. An extended virtual space will be created for visually displaying and evaluating fashion and functional performances (thermal comfort, skin touch comfort and skin pressure comfort in relation to body movements) of designed products in order to integrate consumers’ lifestyle into the product design process. This platform will enable the direct connection of the professional networks of producers, designers and retailers and optimize all activities of the supply chain. Based on this platform, a novel B2B2C business model will be built by establishing the economic viability and overall exploitation strategy, developing a detailed business plan, along with a full exploitation strategy and associated risk analysis, and performing a series of extensive pilot operations and market replication actions. This business model will be helpful for crea