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: Draft an executive summary for the EU project 'Incubating High-IMPACT New Generation EdTech Disruptors for Inclusive & Personalised Learning' (2014-2020) targeting Horizon 2020.

assistant: **Abstract**

IMPACT EdTech will set up a hybrid incubator-accelerator to support 43 promising EdTech prototypes from digital learning disruptors in validating and testing Minimum Viable Products, in collaboration with education players, and prepare them to reach the market by providing early business and go-to-market support. 3 Open Calls will be launched to select Disruptors developing promising and innovative personalised digital learning solutions aiming to shape the education of the future. IMPACT EdTech will focus on: (A) K12 EdTech solutions; (B) B2C content-based solutions open to any age group and/or level of education. Personalisation implies a specific focus on adaptive & interactive solutions. Inclusion implies support of targeted/niche learning solutions for specific vulnerable or underserved groups, including children with special needs, but also of mainstream learning solutions, if they are accessible and inclusive-by-design. Selected EdTech Trials will iterate MVP design engaging with targeted end-users and education experts, following a ‘pedagogy-first’ approach. The IMPACT EdTech innovation cycle will incorporate, for the most promising projects selected from two main open calls, pre-acceleration activities to test market interest and facilitate early deals, as well as short-cycle pilots to obtain preliminary impact assessment data that investors and clients require. An emergency 'Remote Schooling' open call will help identify solutions fit to address common challenges faced by schools during the COVID-19 crisis. These solutions will participate in a fast-track 5-months acceleration programme, during which they will be supported in piloting their solutions in schools and bringing them to market.The backbone of the project is a small-sized consortium of 3 experienced
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 'Energy-efficient SCalable Algorithms for weather Prediction at Exascale'.

assistant: **Objectives**

ESCAPE will develop world-class, extreme-scale computing capabilities for European operational numerical weather prediction (NWP) and future climate models. The biggest challenge for state-of-the-art NWP arises from the need to simulate complex physical phenomena within tight production schedules. Existing extreme-scale application software of weather and climate services is ill-equipped to adapt to the rapidly evolving hardware. This is exacerbated by other drivers for hardware development, with processor arrangements not necessarily optimal for weather and climate simulations. ESCAPE will redress this imbalance through innovation actions that fundamentally reform Earth-system modelling. ESCAPE addresses the ETP4HPC SRA 'Energy and resiliency' priority topic, developing a holistic understanding of energy-efficiency for extreme-scale applications using heterogeneous architectures, accelerators and special compute units. The three key reasons why this proposal will provide the necessary means to take a huge step forward in weather and climate modelling as well as interdisciplinary research on energy-efficient high-performance computing are:1) Defining and encapsulating the fundamental algorithmic building blocks (""Weather & Climate Dwarfs"") underlying weather and climate services. This is the pre-requisite for any subsequent co-design, optimization, and adaptation efforts.2) Combining ground-breaking frontier research on algorithm development for use in extreme-scale, high-performance computing applications, minimizing time- and cost-to-solution.3) Synthesizing the complementary skills of all project partners. This includes ECMWF, the world leader in global NWP together with leading European regional forecasting consortia, teaming up with excellent university research
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 'Back to the Future. Perceiving the future and the development of early modern capitalism, 1500-1700' (Back2theFuture), addressing dissemination and exploitation.

assistant: **Impact**

Back2theFuture will develop a new research agenda on the perceptions of the future in the early modern Low Countries. A careful analysis of the semantics of expressions about the future will verify whether the future began to be perceived as malleable, a transition fundamental to the development of capitalism. This project goes beyond the research by intellectual and cultural historians who have focused on 1) the revolutionary eighteenth century; 2) the learned texts and philosophies of history written by the intelligentsia; 3) divination and magic; and 4) the long-term future namely eschatological expectations. If one agrees with the common opinion of social and economic historians that the Low Countries witnessed the early development of capitalism from the late medieval period onward, than it is necessary to look into the beliefs of more ordinary people prior to the eighteenth century.The project draws on a sizeable source collection of merchant correspondence, selected letters from the 'Prize Papers' and almanacs from the period 1500-1700. The texts will be close-read, expressions about the future will be selected and entered into a database which will include variables about the semantics and future horizons of these expressions. The project has three key outcomes: 1) a fuller understanding of people’s perception of the future and how they thought and wrote about it; 2) it can be (dis)proven whether a shift in thoughts and beliefs about the future interacted with nascent capitalism in the region; 3) a new methodology based on the integration of economic and cultural history and historical sociolinguistics which can be applied to other sources and other European regions. Back2theFuture is fully cross-disciplinary. The fellow will acquire a range of new skills, both
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 'Alternative routes for basic chemicals production using hydrogen as feedstock' in the context of a Horizon Europe call.

assistant: **Objectives**

ALCHEMHY aims to develop a set of innovative electrified processes to produce platform chemicals, particularly ammonia, i.e. a Magnetic-Heated Sorption-Enhanced Reactor (MSER) and Direct ElectroSynthesis of Ammonia (DESA); and methanol, i.e. a Small-Flexible Methanol Reactor (SFMR) and a Plasma-Catalytic Hydrogenation process (PCH). To this end, processes configuration will be optimised and novel materials and catalysts comaptible with the electric input will be developed, optimising their performance, ramp-up times and enabling milder conditions. This will support the intensification and downscaling of the ammonia and methanol production, facilitating decentralised production integrated with downstream processes and renewable energy generation. This is crucial to decarbonise the production of both chemicals, as current production heavily relies on fossil natural gas for hydrogen generation. The 4 processes will be demonstrated at TRL 6 in relevant experimental facilities, while the technical and economic feasibility of the processes will be studied through a technoeconomic assessment (TEA) in two use cases: integrated ammonia and caprolactam production and refinery decarbonisation through CCU + a downstream methanol-to-olefin process. The processes upscaling, operation and TEA will be supported through dynamic modelling of the processes, generating a digital twin of the processes and a DSS to support H2 value chain design. The project consortium consists of 16 partners from 7 EU countries, with diversified expertise and knowledge in the addressed processes and access to the required lab and pilot infrastructure. The project will contribute to the development of a sustainable chemical industry, supporting the creation of green jobs and improving the competitiveness of E
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 'RESTORING IMMUNITY CONTROL OF GI CANCERS' (TIMNano).

assistant: **Concept**

TIMNano is focused on Computer-Aided Drug Design (CADD) methods and bioinformatics to identify unique molecular fingerprints associated with gastrointestinal (GI) cancers using 3D-bioprinted patient-derived tumors. The project integrates nanotechnology, bioinformatics, immunology, and cancer biology to develop a novel platform utilizing immune cell-targeted biodegradable polymeric nanoparticles (NPs) aimed at enhancing therapeutic efficacy by inducing tumor destruction following optimal T- and B- cell activation.The Targeted Nano-immune Modulator (TNM) platform specifically targets local dendritic cells (DCs) to boost T cell-DC chemotaxis within lymph nodes, thus initiating a robust systemic anti-tumor immune response. This approach combines two complementary tumor-killing strategies. Unlike conventional cancer immunotherapies, TNM stimulates both cytotoxic T cells and powerful B cells, which differentiate into long-lived memory T and B cells, as well as antibody-secreting plasma cells capable of producing high-affinity antibodies.TIMNano aims to progress through the five stages of product development including Good Manufacturing Practice (GMP) production (with technology transfer and scale-up already accomplished), non-clinical efficacy, safety, and toxicokinetic studies, using industrial-scale products within the first 2 years. This will be followed by the subsequent filing of an Investigational Medicinal Product Dossier (IMPD) with the European Medicines Agency (EMA) and then a Phase 1/2 clinical trial will be initiated in the third year of the project. Funding and support from the European Innovation Council (EIC) will be critical in founding a spin-off company and securing additional investments from private investors, venture capital and investment banks, crucial
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 'New Models for Preclinical Evaluation of Drug Efficacy in Common Solid Tumours' (PREDECT), addressing dissemination and exploitation.

assistant: **Impact**

Traditional preclinical discovery methods, particularly for target validation, poorly predict drug efficacy, causing a high attrition rate in costly late-stage clinical trials. The PREDECT consortium will focus on complex but transferable, next generation in vitro and in vivo models for breast, prostate and lung cancers. Models will be investigated for their improved potential to validate novel therapeutic targets. Known targets, in canonical pathways, will be interrogated for induction of phenotypic, proteomic and transcriptomic changes using inhibitors. A strategy of seeking a ‘dynamic reciprocity’ of concordance between the steady and perturbed states of in vitro complex cultures, tissue slices and in vivo tumour models will be pursued by systems biology analyses. Comparison with historic gene expression and genomic data from relevant clinical materials should permit the emergence of faithful models for target validation and beyond. PREDECT is coordinated by Servier and AstraZeneca, and the managing entity of IMI JU funding is the University of Helsinki. The team assembles world-class biologists, clinicians and computational scientists from 8 prestigious EU institutes, 3 SMEs and 8 EFPIA members to develop and critically assess models for target validation. The interaction between pharmaceutical and academic participants will be proactive, through postdoc co-supervision and work package co-piloting. We propose to develop and generate a repository of advanced complex models in 3 complementary areas: (i) in vitro 2D/3D organotypic (co-)cultures, stirred bioreactor aggregates and tissue slice systems; (ii) novel (orthotopic) grafts of human and mouse tumour samples; and (iii) genetically-engineered and mosaic mouse models. The deliverables of PREDECT are expected to shi
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 'Pilot scale investigation of mechanical and optical applications of c-bn coatings' to be submitted under Fourth Framework.

assistant: **Abstract**

Boron nitride is an outstanding material due to its extraordinary combination of exceptional mechanical, thermal, chemical, optical and electrical properties. Therefore, c BN, especially in form of thin films, is best suited for applications such as tribological coatings, and protective coatings for optical elements to name only few of them. The industry is highly interested in such a material that can be prepared by a clean technology, despite the present problems related to the adhesion of the layers and to the deposition rate. In order to meet the industrial requirements, we need to improve the adhesion of the films and to develop adequate equipment. This project therefore aims to overcome the problems to enable the use of c BN films for optical (e.g. infrared detection oncars) and high temperature mechanical (e.g. high speed cutting and hard working tools, elements of bearings) applications. To meet this aims, two different types of deposition techniques will be used, PVD and PECVD, each having unique advantages. For techniques, processes and measures will be developed to reduce stress and thus to improve adhesion. Also pilot-scale designs for industrial c BN deposition machines will be developed. They should allow the deposition of BN films for the different applications respecting the quality and the requirements fixed by end users. The final aim of the project is the specification of industrial machines for definite industrial productions as well as the establishment of quality standards for the coatings. To reach this aim, the project is based on the leading edge results on the basic principles of c BN deposition obtained, during a focused fundamental research BRITE / EURAM project (BE 4484 89), by two of the present partners.This first project established clear
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 'Preclinical Development of Personalized Functional Markers for Deep Brain Stimulation' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Deep brain stimulation (DBS) is used to treat neurological and neuropsychiatric disorders. To date, DBS devices have been implanted in more than 300,000 patients worldwide. However, the efficacy of DBS therapy varies across patients, leaving a substantial number of patients without significant symptom alleviation. Optimizing therapeutic outcomes is highly desirable for the patients’ well-being as well as to reduce socio-economic burden of untreated disorders. One of the major impeding obstacles is the difficulty to precisely localize DBS targets in individual patient brains. Despite research into alternatives, the need for optimizing target localization for DBS remains unmet. The recent discovery of a hitherto unreported neural oscillation, enabled by my previous ERC Starting Grant DirectThalamus, is a promising solution to these challenges. The novel oscillation is spatially confined to the proximity of established DBS targets and could thus be used as a functional marker to improve localization and reduce non-responder rates. Funding from the ERC Proof of Concept aims to support essential preclinical steps towards establishing a functional marker of DBS targets that is associated with superior clinical outcomes. Those include optimization of detection algorithms, exploration of alternative access routes to deep brain electrophysiology and evaluation of the functional marker in larger cohorts. The goal of the project is to finalize preclinical work and prepare the implementation and funding of a clinical trial with the goal to realize the approach in clinical routines. By integrating cutting-edge neuroscience with medicine and fostering collaboration among researchers, clinicians and medical device specialists, the project aims to optimize therapy effectiveness, advanc
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 'Quark-Gluon Plasma through dilepton studies with the CMS experiment at the Large Hadron Collider' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

This proposal aims at consolidating a Quark-Gluon Plasma research team recently founded by Raphaël Granier de Cassagnac, the Principal Investigator (PI) of this proposal, at the Laboratoire Leprince-Ringuet (LLR).The PI has a deep experience of heavy-ions physics, working since 9 years in the PHENIX collaboration of the Relativistic Heavy Ion Collider. His recognized activities already propelled him soon after having joined the CMS collaboration at the Large Hadron Collider, as convener of the world-wide Heavy Ions Physics Analysis Group for a term covering the 2010-2011period.CMS, the Compact Muon Collaboration, is extremely well suited for muon measurements. From di-muon mass spectra we will first measure Z-bosons for the first time in a heavy-ions environment. This provides useful information on quark distribution function in nuclei, and opens the field of Z-jet studies, allowing unbiased studies of jet fragmentation function. We will also measure quarkonia (J/È and Upsilons). Though Upsilons will be novel measurements, J/È have been extensively studied by the PI at RHIC. A larger suppression observed at forward rapidity is still a puzzle, that we will help solving.We propose to enhance a computing centre (the GRIF Tier-2) to conduct heavy-ions specific data reconstruction, analysis and simulations. We also want to open a new activity: electron reconstruction in CMS heavy-ions environment. This very challenging objective will benefit from LLR highly experienced p+p physicists in electron reconstruction. The access to the dielectron mass spectra will raise the statistics of our signal and provide a crucial cross-check of all studies.Finally, we want to keep a phenomenological component in the team, so to have all the tools to properly interpret our own results.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Legal Cultures and Business Environments in Central Asia' (2014-2020).

assistant: **Innovation**

Over the last two decades, economic relations between the EU and the five post-Soviet Central Asian republics (Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan and Uzbekistan) have evolved around two parallel and contradictory patterns. On the one hand, due to the efforts of the EU, economic relations and inter-dependence have increased and the presence of EU companies in the region has expanded significantly.  On the other hand, inconsistent business ethics standards - and the peculiar way in which rule of law is interpreted and applied in the region, also called “the local way of doing business” have hindered and limited the role of foreign companies in the region. Building on recent political developments leading to the opening up of previously closed and inaccessible countries, CENTRAL ASIAN LAW is a research and training programme that aims to promote greater understanding and explanation of the interconnections between legal cultures, local business environments and governance in Central Asia. This will enable the CENTRAL ASIAN LAW team to: 1) produce new empirical knowledge on legal cultures and business ethics in the region; 2) engage with, and challenge, existing theoretical paradigms within socio-legal studies, law, economic and business sciences, Central Asian studies (post-Soviet studies, more generally) and governance scholarship; 3) provide strategic intelligence for business actors interested or already operating in the region; 4) inform international organizations and decision makers in the EU and Central Asia on possible ways to improve the business and investment climate, the rule of law and governance in the region.


**Keywords:** Law and Society,  Legal Cultures,  Governance,  Business,  Shadow Economy,  Corruption,  Central Asia,  Post-Soviet studi