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 impact statement for 'Training Research and Applications Network to Support the Mitigation of Ionospheric Threats', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

TRANSMIT will provide a coordinated programme of academic and industrial training in an area of immediate interest to the European society. It focuses on atmospheric phenomena that can significantly impair a wide range of systems and applications that are at the core of several activities embedded in our daily life. TRANSMIT deals with the harmful effects of the ionosphere on these systems, which will become increasingly significant as we approach the next solar maximum, predicted for 2013. It will gather major European stakeholders in a large multi-site ITN to develop real time integrated state of the art tools to mitigate ionospheric threats to Global Navigation Satellite Systems (GNSS) and several related applications, such as civil aviation, marine navigation and land transportation. TRANSMIT will expand the European knowledge base and ensure its sustainability by preparing young researchers in a multidisciplinary, intersectorial, industry-led training programme. Its driving forces are the EC prediction of an annual global market for GNSS of €300bn by 2020 and the fact that Europe’s own GNSS, Galileo, will be fully operational by 2013, just when the impact of the ionosphere will be greatest. GNSS satellite signals and any others operating below 10 GHz, including communications (satellite and HF), remote sensing and Earth observation systems, are extremely vulnerable to ionospheric phenomena. This formidable fast growing community lacks robust counter-measures to deal with these threats. Advancement in this area has been limited by:• A shortage of human resources in relevant Engineering disciplines;• The lack of a multidisciplinary framework where the various specialist research groups can devise solutions of practical value to end users.TRANSMIT will overcome this b
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 'Fault-Tolerant Architectures and Software for Scalable Quantum Computers'.

assistant: **Concept**

The ascent of quantum computing (QC) has been hindered by a pressing crisis:ensuring fault tolerance in the face of inevitable errors due to hardware imperfections. Small to midsized QC enterprises are particularly vulnerable, lacking resources to field large error-correction teams and develop the required sophisticated design tools, thus lagging large competitors. QCDesign is set to revolutionize the QC landscape. We aim to level the playing field through our unique Fault-Tolerant Architectures (FTAs) and design software. Our innovative approach offers licensable FTAs tailored for diverse QC platforms, from photonics to superconducting qubits. Our dual-licensing model—Blueprints for swift fault-tolerance attainment & Boosts for maximizing hardware performance—empowers QC manufacturers, especially SMEs, with a competitive edge. By backing QCDesign, the EIC would be investing not just in one company, but in Europe's QC ecosystem, ensuring we remain at the forefront of QC innovation.


**Keywords:** Quantum computing,  Quantum technology,  Quantum error correction,  Fault tolerant quantum computers,  Fault tolerance software
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 'KAM and Innovation services for SMEs in Lombardia and Emilia-Romagna' (KAMINLER).

assistant: **Concept**

The objective of KAMINLER is the delivery of a specific Enterprise Europe Network service designed to enhance the innovation management capacity of SMEs in Lombardy and in Emilia-Romagna, by providing in-depth support in the areas where these services are absent or unaffordable on local markets.EEN partners in the two regions will deliver Key Account Management services to the SME beneficiaries of the EIC Pilot under Horizon 2020, dealing with coaching assignments and addressing specific innovation weaknesses and will support particularly promising SMEs to improve their capacity to manage innovation processes.


**Keywords:** innovation
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 'Accelerating the lab to market transition of AI tools for cancer management' (CHAIMELEON) targeting Horizon 2020.

assistant: **Abstract**

CHAIMELEON aims to set up a structured repository for health imaging data to be openly reused in AI experimentation for cancer management. An EU-wide repository will be built as a distributed infrastructure in full compliance with legal and ethics regulations in the involved countries. It will build on partner´s experience (e.g. PRIMAGE repository for paediatric cancer and the Euro-BioImaging node for Valencia population, by HULAFE; the Radiomics Imaging Archive by Maastricht University; the national repository DRIM AI France, the Oncology imaging biobank by Pisa University). Clinical partners and external collaborators will populate the Repository with multimodality (MR, CT, PET/CT) imaging and related clinical data for historic and newly diagnosed lung, prostate, colon and rectal cancer patients.A multimodal analytical data engine will facilitate to interpret, extract and exploit the right information stored at the Repository. An ambitious development and implementation of AI-powered pipelines will enable advancement towards automating data deidentification, curation, annotation, integrity securing and images harmonisation, the latest being of the highest importance for enabling reproducibility of Radiomics when using large multiscanner/multicentre image datasets.The usability and performance of the Repository as a tool fostering AI experimentation will be validated, including a validation subphase by other world-class European AI developers, articulated via the organisation of Open Challenges to the AI Community. A set of selected AI tools will undergo early on-silico validation in observational (non-interventional) clinical studies coordinated by leading experts in Gustave Roussy (lung cancer), San Donato (breast), Sapienza (colon and rectal) and La Fe (prostate) ho
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 'Optimisation of the apricot genetic improvement by a joint conventional and molecular approach applied to the main agronomical traits' to be submitted under Fourth Framework.

assistant: **Abstract**

Apricot is a typical Meditarranean fruit, 75 % of its world production being located in the countries bordering the Mediterranean Sea. The 5 producing countries in the European Union account for 40 % of this share (close to 1 million tons). Although the trees are hardy, and there is a number of possible outlets for the production (fresh consumption, dried fruit, marmalades, syrup preserves, nectars and juices, etc.) -- this production is seldom in surplus. Also, the area of the culture is limited when compared with socio-economic benefits that should be expected from its biological features, namely an increased participation in the cultural diversification and a greater contribution to a sustainable agriculture in fragile zones, where pedoclimatic conditions (drought, salinity risks reduce the choices for suitable crops and thence are menaced of human desertionConsidering the current situation and state of the art, an improvement of our basic knowledge on the inheritance of the main traits of agronomic and quality interest (see below) appears necessary to optimize the breeding programs developed in European countries. These programs are aimed at creating a range of cultivars (i) with a gradual period of ripening (ii) well adapted to each of the producing regions (iii) resistant to the major pests and diseases, and (iv) producing tasty and aromatic fruits with increased shelflife when ripen.Thus the planned tasks will mainly focus on: (i) the inheritance of the major agronomic traits, (ii) the analysis of the genetic linkage between traits, (iii) the identification of molecular markers associated with the detection of QTL (agronomic traits, resistance to diseases, quality of fruit).
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 'Chemical synthesis of a new drug family to treat glioblastoma multiforme (GBM), the highest global unmet need in oncology' (GBM) under Horizon 2020.

assistant: **Objectives**

Survival rates are increasing for most cancers but remain dismal for brain tumours in adults and children. Gliomas constitute 60% of all brain tumours and 50% of these are considered aggressive malignant tumours. Among aggressive gliomas, glioblastoma multiforme (GBM) is the deadliest and remains largely incurable. Our goal is to develop the first GBM drug for both adults and children, to improve its «universally miserable outcomes». We have discovered a novel family of compounds that are cytotoxic to cancer cells, especially to GBM. In our preclinical studies, our lead drug from these proprietary compounds (GLIX1) showed total elimination of GBM tumour mass in 50% of mice, and tumour regression in all mice.We now need to further develop GLIX1 in order to reach human clinical trials, and ultimately approval for clinical use. The critical aspects of this development includes: the establishment and optimization of a chemical synthesis method for GLIX1; synthesis of small batches and subsequent large-scale production for pre-clinical and clinical studies; and chemistry, manufacturing, and controls (CMC) related regulatory affairs.Hemispherian does not have these skills in-house, albeit they are extremely critical for the success of any drug. In that regard, the SME Innovation Associate Programme fits perfectly into our plan of boosting R&D activities within chemical synthesis. Through the recruitment of an Innovation Associate and implementation of the chemGLIO project, we will develop our novel chemical synthesis method and utilise it in the development of our ground-breaking treatment for GBM.
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 'Natural refrigerants for vapour compression heat pumps' in the context of a Fourth Framework call.

assistant: **Objectives**

The scientific and technical objectives of this research project proposal is the development of new working fluids for vapor compression heat pumps; in other terms RTD in this field can pursue the goal of converting to high pressure halocarbon mixtures or to natural refiigerants, the production of small and medium size heat pumps for heating and cooling purposes in buildings.
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 'Biodiversity and adaptation in Arctic bryozoans' (BRYOARC) targeting Sixth Framework.

assistant: **Abstract**

Bryozoans are benthic, sessile colonial organisms inhabiting both marine and freshwater habitats. The number of species is estimated to be 6000, making them a significant contributor to global macrofaunal biodiversity. In the Arctic, bryozoans are the second most numerous group of macro-organisms after annelids. Future temperature changes due to global warming are expected to be greater in the Arctic than at lower latitudes. Bryozoans, especially endemic Arctic species, will be among the first victims of these changes.The current proposal aims to enhance our sparse knowledge of bryozoan biodiversity, to assess the risks posed to them by global warming. Within the broad scope of the BRYOARC study the major objectives are as follows. To determine how many bryozoan species there are in the Arctic and how they can be recognized. This will be accomplished predominantly through the study of museum collections, using environmental SEM, supplemented by a full literature survey. The output will be the first comprehensive synopsis of Arctic bryozoans. Distributions of species geographically and by habitat will be mapped.The ranges of species according to water temperature, and correlations with depth and substrate (algae, rocks, shells, etc) will be documented. Putative bryozoan adaptations to living in cold Arctic environment will be identified by making comparisons with closely related species from warmer waters. Particular attention will be paid to adaptations of zooid size, skeletal mineralogy, zooidal polymorphism and reproductive strategies. Implications of global warming to Arctic bryozoan biodiversity will be investigated, including establishing the number of species at risk of extinction. Management and conservation strategies to minimise the biodiversity crisis for Arct
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 'Developing CRISPR adaptation platforms for basic and applied research' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The CRISPR-Cas system has been extensively studied for its ability to cleave DNA. In contrast, studies of the ability of the system to acquire and integrate new DNA from invaders as a form of prokaryotic adaptive immunity, have lagged behind. This delay reflects the extreme enthusiasm surrounding the potential of using the system’s cleavage capabilities as a genome editing tool. However, the enormous potential of the adaptation process can and should arouse a similar degree of enthusiasm. My lab has pioneered studies on the CRISPR adaptation process by establishing new methodologies, and applying them to demonstrate the essential role of the proteins and DNA elements, as well as the molecular mechanisms, operating in this process. In this project, I will establish novel platforms for studying adaptation and develop them into biotechnological applications and research tools. These tools will allow me to identify the first natural and synthetic inhibitors of the adaptation process. This, in turn, will provide genetic tools to control adaptation, as well as advance the understanding of the arms race between bacteria and their invaders. I will also harness the adaptation process as a platform for diversifying genetic elements for phage display, and for extending phage recognition of a wide range of hosts. Lastly, I will provide the first evidence for an association between the CRISPR adaptation system and gene repression. This linkage will form the basis of a molecular scanner and recorder platform that I will develop and that can be used to identify crucial genetic elements in phage genomes as well as novel regulatory circuits in the bacterial genome. Together, my findings will represent a considerable leap in the understanding of CRISPR adaptation with respect to the proc
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 'Improved monitoring for brain dysfunction in intensive care and surgery' under Fourth Framework.

assistant: **Concept**

Develop and evaluate in the neuromonitorig domain multi-parameter hybrid biosignal interpretation (BSI) methods;For detection of hypoxic central nervous system (CNS) dysfunction during surgery and intensive careFor early detection of multiple-organ failure (MOF) and systemic inflammatory reaction syndrome (SIRS) in intensive care To explore the usefulness of multi-modal evoked potentials (EP) in monitoring the level of sedation in intensive care. Validate a BSI development framework (Data Library - BSI development - Clinical evaluation) in order to focus research on real clinical problems and to speed up the transfer of results into commercial products and clinical use.The goals of IBIS are twofold. At the conceptual level, this project validates anew framework for collaboration between clinicians, industry, and biomedical engineers. At the practical level, IBIS develops, validates and evaluates new BSI methods for neuromonitoring in order to improve the outcomes of critical care. The foundation of the project is an annotated Data Library (DL) of continuous physiological signals and intermittent signals and variables of patients during intensive care and surgery. This DL will be collected at three clinical sites in the domain of neuromonitoring. Three BSI task groups each concentrating on one of the three disorder sets will use the DL. The resulting BSI methods are validated with a separate part of the DL. Those that pass will finally be evaluated in a real clinical setting. The technical basis for this approach is formed by the existing open monitoring and data management platform which will be upgraded in the project to include neurophysiological measurements. This platform is available through the participation two leading manufacturers in the IBIS consortium. In rea
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 'European contribution to GRIDS' (EUROGRIPS), addressing dissemination and exploitation.

assistant: **Impact**

To investigate the current capabilities of General Circulation Models to correctly model the atmospheric circulation from the surface and up to the stratopause, with special attention to the middle atmosphere, and to investigate the role of stratospheric circulation in tropospheric climate and climatic variability. The current GCMs will be documented, and these descriptions will be kept updated in the light of improvements  made to the models. Middle atmosphere and stratospheric datasets will be assembled and will be compared and  documented.  The GCMs will be compared to identify common systematic errors and differences between them. The  climatological mean states, quasi-stationary and transient waves will be compared and documented, and a  number of specific aspects of the middle atmospheric circulation will be studied in detail: The thermal structure  of the polar lower stratosphere, the tropical quasi biennial and semiannual oscillations.  A number of specific analyses will be performed relating to the evolution of stratospheric warming events, the  linking of stratosphere and troposphere, and the modes of variability, including circulation indices, EOFs and  teleconnections.  The models parametrisation schemes will be evaluated with a view to assess their influence on the models  systematic errors, and improved parametrisations will be developed and tested. An important part is the  documentation of improvements obtained and their consistency between the models. A special study will be  devoted to the intercomparison and improvement of the radiation codes.  EuroGrips is a European contribution to the international GRIPS (GCM-Reality Intercomparison for SPARC)  project within the 'Stratospheric Processes and their Role in Climate' (SPARC) programme of the WCRP.