RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Exploding stars from first principles: MAGnetars as engines of hypernovae and gamma-ray BURSTs' (MagBURST), addressing dissemination and exploitation.

assistant: **Impact**

The birth of a neutron star with an extremely strong magnetic field, called a magnetar, has emerged as a promising scenario to power a variety of outstanding explosive events. This includes gamma-ray bursts, among the most luminous events observed up to high redshift and therefore useful as cosmological probes, but also supernovae with extreme kinetic energies called hypernovae and other classes of super-luminous supernovae. Simple phenomenological models, where the magnetar rotation period and magnetic field are adjusted, can explain many of these observations but lack a sound theoretical basis. The goal of this proposal is to develop an ab initio description of magnetar powered explosions in order to delineate the role they play for the production of gamma-ray bursts and super-luminous supernovae. This is urgently needed to interpret the growing diversity of explosions observed with ongoing transient surveys (iPTF, CRTS, Pan-STARRS) and in the perspective of future programs of observations such as SVOM and LSST. By using state-of-the-art numerical simulations, the following outstanding questions will be addressed:1) What is the origin of the gigantic magnetic field observed in magnetars? The physics of the magnetic field amplification in a fast-rotating nascent neutron star will be investigated thoroughly from first principles. By developing the first global protoneutron star simulations of this amplification process, the magnetic field strength and geometry will be determined for varying rotation rates.2) What variety of explosion paths can be explained by the birth of fast-rotating magnetars? Numerical simulations of the launch of a hypernova explosion and a relativistic GRB jet will provide the first self-consistent description of both events from a millisecond mag
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 'Conversion of CO2/H2O to Polyethylene through Cascade Electro-reduction–Polymerisation Catalysis', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The global production of polyethylene is over 100 million tones annually. Carbon dioxide is a major cause of global warming but at the same time, it is also an abundant feedstock for hydrocarbon energy fuels. Electrochemical reduction of CO2 into valuable chemical feedstocks such as polyethylene is a highly enticing challenge for simultaneous settling of energy and environmental issues.Currently, CO2 conversion to polyethylene occurs through an indirect two-step process including CO2 catalytic conversions to ethylene (CO2 hydrogenation) and ethylene to polyethylene (ethylene polymerization) using two different catalysts, separately. The novelty of my research is constructing a bifunctional catalyst for CO2 direct conversion to polyethylene through a cascade of electro-reduction–polymerization catalysis in the presence of water. So far, a catalyst that sequentially transforms CO2 into polyethylene has not yet been presented. Manifold catalysts have been demonstrated as potential candidates for CO2 polymerization to polyethylene. The state-of-the-art catalysts as constituents of the proposed bifunctional catalyst would be Copper and Palladium. Cu is responsible for binding *CO intermediates and converting them into C2H4 and Pd is highlighted for ethylene polymerization after Ziegler-type and metallocene-type catalysts. Using computational software packages, I will develop a multiscale and multiphysics model of direct CO2 electrochemical reduction to polyethylene over Cu-Pd bifunctional catalyst to predict the intermediates and products. To achieve this goal, I will carry out a quantum chemical analysis of the reaction pathway, a microkinetic model of the reaction dynamics, and a continuum model for mass transport of all species through the electrolyte. In parallel, comput
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 'A Multi-Isotope Assessment of the past Arctic Nutrient Cycle' (PNut) under Horizon Europe.

assistant: **Objectives**

The ongoing radical decline in sea-ice cover and the Greenland Ice Sheet (GIS) melt is causing the oceans in the Arctic to freshen. In the western North Atlantic decreasing salinity again results in changes in ocean stratification and a shift in the nutrient distribution between Atlantic- and Pacific-sourced waters. Stratification and nutrient flux strongly impact surface productivity and phytoplankton community structures, but the collective influence of these mechanisms is not yet known and might regionally vary. The aim of pNut is to study the effects of sea-ice loss, GIS melting and water-mass re-distribution of nutrients during previous warming phases of the deglacial and Holocene. To achieve this, I will investigate the effects of past climate change on nutrient distribution and utilization by phytoplankton off Greenland. For a high spatial and regional evaluation, the study is based on five available sediment cores, one from the East Greenland shelf, and five cores along a North-South transect from Baffin Bay to the West Greenland shelf. In a novel approach, I will differentiate between silicic acid utilization based on silicon isotope compositions of sea ice and spring/summer bloom diatoms. Silicic acid concentrations will be evaluated based on silicon isotope compositions of sponge spicules. The net productivity, nitrate utilisation and stratification will be investigated based on bulk sedimentary nitrogen isotope analyses. The new results will be combined with records of sea surface temperature, diatom abundance, primary productivity, water-mass mixture, stratification, and sea-ice extent to synthesise a synoptic understanding of the influence of further future warming on the Arctic marine nutrient cycle and the biological pump.


**Keywords:** paleoceanograph
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 'Training in sources, sinks and impacts of atmospheric nitrogen deposition in the Arctic' (NSINK), addressing dissemination and exploitation.

assistant: **Impact**

The NSINK Initial Stage Network training network targets one of the most vital, interdisciplinary problems facing future Arctic environmental management: namely the enrichment of Arctic terrestrial and aquatic ecosystems by reactive atmospheric nitrogen from low latitude emission centres. This problem will greatly exacerbate ecosystem response to climate change, and urgently requires holistic, sources to sinks type studies of nitrogen dynamics. Thus training in atmospheric sciences, snow physics, hydrology, biogeochemistry and aquatic/terrestrial ecology is necessary, bringing UK, Norwegian, Swedish, Austrian and German expertise (already operative in Svalbard) into a single interdisciplinary project at Ny Ålesund, the site of Europe’s most significant high Arctic environmental monitoring infrastructure. Further, in order to constrain recent change in the nitrogen accumulation in this environment, training in the interpretation of ice core and lake sediment archives will also be offered, and a reanalysis of instrumental observations collected over the last 15 years will be undertaken. NSINK will therefore prepare talented researchers for careers as independent scientists/practitioners across a range of environmental sciences (e.g. biogeochemistry, atmospheric sciences, hydrology) and related sectors either in academia or in industry. The scale of the NSINK ITN is significant (nine Early Stage Researchers, three Experienced Researchers, four training partners and 9 associated or industrial partners) because it addresses the demand for training in this area resulting from the urgent science problem and a major growth in public interest in the environmental sciences that is being experienced by universities across the entire EU.
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 'Chimaeric T-cells for the treatment of paediatric cancers' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Leukaemias are the most common cancers affecting children while malignant lymphomas - including non-Hogkin lymphomas (NHL) - comes in third position after brain tumours. A significant number of children with leukaemia/lymphomas still fail current therapies. The aim of CHILDHOPE project is to develop a safe and efficient adoptive immuno-therapy for children with advanced or refractory malignancies. CHILDHOPE particularly focuses on three paediatric tumours: acute B-lineage lymphoblastic leukaemia, non-Hodgkin B-lineage lymphoma and acute myeloid leukaemia. The CHILDHOPE project is a new approach in paediatric cancer treatment since it brings from bench to bedside (and back) an innovative technology as yet never applied in children with advanced or refractory haematopoietic malignancies.The CHILDHOPE translational research project will focus on: (i) improving and testing efficacy and the safety of anti-leukaemia/lymphoma chimaeric T-cells in relevant preclinical models in vitro and in vivo in mice, (ii) scaling-up this technology to numbers suitable for a clinical application in children with haematopoietic malignancies and (iii) based on biological material obtained from our preclinical models and from children treated with these genetically engineered T-cells, dissecting the interface between the host's tumour and immune cells and use this knowledge to understand the mechanisms of anti-tumour action, validate novel targets and diagnostic tools specific to children affected with leukaemia or lymphomas.The CHILDHOPE project is built on the excellence of a network of EU-based partners with a broad experience in the field of paediatric haematology and oncology, immunology and cell & gene therapies and integrates the international confederation of parents with children with
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 'An AI Platform integrating imaging data and models, supporting precision care through prostate cancer’s continuum' to be submitted under Horizon 2020.

assistant: **Abstract**

In Europe, prostate cancer (PCa) is the second most frequent type of cancer in men and the third most lethal. Current clinical practices, often leading to overdiagnosis and overtreatment of indolent tumors, suffer from lack of precision calling for advanced AI models to go beyond SoA by deciphering non-intuitive, high-level medical image patterns and increase performance in discriminating indolent from aggressive disease, early predicting recurrence and detecting metastases or predicting effectiveness of therapies. To date  efforts are fragmented, based on single–institution, size-limited and vendor-specific datasets while available PCa public datasets (e.g. US TCIA) are only few hundred cases making model generalizability impossible.The ProCAncer-I project brings together 20 partners, including PCa centers of reference, world leaders in AI and innovative SMEs, with recognized expertise in their respective domains, with the objective to design, develop and sustain a cloud based, secure European Image Infrastructure with tools and services for data handling.  The platform hosts the largest collection of PCa multi-parametric (mp)MRI, anonymized image data worldwide (>17,000 cases), based on data donorship, in line with EU legislation (GDPR). Robust AI models are developed, based on novel ensemble learning methodologies, leading to vendor-specific and -neutral AI models for addressing 8 PCa clinical scenarios. To accelerate clinical translation of PCa AI models, we focus on improving the trust of the solutions with respect to fairness, safety, explainability and reproducibility. Metrics to monitor model performance and a causal explainability functionality are developed to further increase clinical trust and inform on possible failures and errors. A roadmap for AI models c
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 'First Closed-loop non-Invasive Seizure Prevention System' (RELIEVE).

assistant: **Innovation**

The goal of Project RELIEVE is to build the very first non-invasive effective closed-loop monitoring and intervention system for brain-related disorders. The outcomes can be used to treat or manage various psychiatric and neurological disorders. We do this by pushing the technological boundaries in two separate domains. (1) AI domain: We develop a class of mathematical and algorithmic tools for brain data based on the recently developed mathematical theories that are potentially useful for the real-time monitoring of the brain data. Such advancements have shown promise in robotics and self-driving cars and have high potential to work efficiently in highly dynamic environments where personalization and low computation power is a must. This makes such algorithms runnable using brain data such as EEG (electric activity on the head surface) on ordinary wearable devices. (2) Neurostimulation domain: We combine two characteristics of the ultrasound waves in stimulation and imaging of the nervous system to build the first smart-navigated wearable ultrasound patch. We also choose the vagus nerve as the target for neurostimulation as one of the most promising sites to interact with the nervous system with proven implications for a large spectrum of neurological and psychiatric disorders (e.g. dementia, depression, epilepsy, etc.). We call this unit 'WU-VNS' standing for non-invasive wearable ultrasound vagus nerve stimulation.In the next three years, we will use epilepsy as the first use case of the developed technologies to train and test a closed-loop system. For this, the AI monitors the brain through a patch that records EEG in addition to other physiological measures such as heart rate and motion. Upon prediction of a forthcoming anomaly (seizure in this case) by the AI uni
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 'SEAWEEDS FROM SUSTAINABLE AQUACULTURE AS FEEDSTOCK FOR BIODEGRADABLE BIOPLASTICS' (SEABIOPLAS).

assistant: **Innovation**

SEABIOPLAS fits EU 2020 strategy: a resource efficient Europe that innovative ideas can be turned into products and services to create growth and jobs. EU is the largest biodegradable polymers consuming region. Major market drivers for biodegradable polymers include legislation, depleting landfill capacity, pressure from retailers, growing consumer interest in sustainable plastic solutions, a quest for fossil oil and gas independence and the reduction of greenhouse gas emissions. The industry defines biopolymers, or bioplastics, as polymers that are either bio-based or biodegradable - PLA is both. The production of PLA and other biopolymers is now based in natural resources like corn, wheat, sugar beets and sugar cane. There is an increasing concern that the use of those raw materials will compete with food, feed or energy production, with consequent escalation of raw material costs and negative environmental effects. The dependence of those feedstocks is a limitation to a wider application of biopolymers in the plastic industry; thus the interest in alternative sustainable resources. SEABIOPLAS proposes seaweeds: offering advantages over traditional feedstocks, including higher productivities, no competition for land use, minimal water consumption while having similar sugar contents and contributing to the reduction of CO2 emissions. SEABIOPLAS offers a complete integrated solution to the plastic SMEs stakeholders through the scientific knowledge provided by the RTDs, from the production of the feedstock in sustainable Integrated Multi Trophic Aquaculture systems, to the development of the biopolymers using innovative technologies of reduced environmental impact until the validation test of the seaweed-based polymers in greener plastic products (shrinkable and stretcha
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 'Development of innovative 50 kW SOFC system and related value chain' to be submitted under Horizon 2020.

assistant: **Abstract**

INNO-SOFC project combines leading European SOFC technology companies and research centres to collaborate and form required phases in the SOFC value chain. Within this project a next generation 50 kW SOFC system together with its key components will be developed, manufactured, and validated. This system includes many significant improvements compared to current State of the Art, leading to 30000 hours operating time, 4000 €/kW system costs, 60% electrical efficiency, and 85% total efficiency, which are required for large-scale commercialization of stationary fuel cells. Efficiency, performance, and life-time of the system and its key components will be validated according to IEC standards in conditions that are relevant for end-users. Proof of reliability and durability of the system will be achieved in 3000 hours demonstration together with 10000 hours stack validation runs.The project is based on the products of industrial partners (Convion, EnergyMatters, Elcogen, and ElringKlinger) and motivated by their interest to further improve their products and consolidate an efficient value chain by collaboration. Industrial partners are operating at different phases of the value chain and are not therefore competing against each other, which enables an efficient collaboration and knowledge sharing within the project.  Within this approach, whole system and its components will be optimized comprehensively to fulfil and exceed end-users' requirements. Research centres (VTT, Jülich, and ENEA) support these companies to develop, experimentally validate and demonstrate their products.Effective exploitation and dissemination of resulting improved products, services, and know-how is a natural purpose of each partner and these actions are boosted by this project. This makes project
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 'Parasitism and climate change: A tipping point for blue mussel populations?' (TPOINT), addressing dissemination and exploitation.

assistant: **Impact**

Global warming constitutes an urgent challenge to humanity, and predicting the far-reaching impacts on ecosystems remains a major scientific task. Blue mussels (Mytilus edulis) are a dominant species along European coastlines, where they play central ecological roles and are of high economic importance. Increases in ocean temperature will not only affect mussels directly but also increase transmission dynamics of their parasites. Together, the effects of a rise in temperature and parasitism will result in increased pressure on M. edulis and their ability to perform vital ecosystem services. How this will impact mussel populations, and ultimately the whole ecosystem, is currently unexplored and impossible to predict due to our lack of experimental data and predictive models. In a worst-case scenario, these combined stressors could lead to a tipping point for mussel populations and the presently balanced coastal ecosystem. In the project TPOINT, I will analyse the synergetic effects of temperature and trematode infections on blue mussels, ranging from individual effects to impacts on population and community structure at the ecosystem level. I will do this through a set of specifically designed mesocosm and field experiments under projected warming scenarios that will provide data for a novel predictive model of the combined parasite and climate change pressure on mussel populations. This project is the first to test these combined effects on blue mussel populations and their role as ecosystem engineers, and will provide novel insights into the ways global changes will influence species interactions and impact sensitive and complex ecological systems. The data gained from TPOINT will significantly advance our understanding of how host-parasite systems will respond to clim