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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'n-ary spintronics-based edge computing co-processor for artificial intelligence'.

assistant: **Innovation**

The rise of technologies such as the Internet of Things (IoT), autonomous vehicles, smart cameras, etc. is generating lots of big data. The volume of data in 2022 was 97ZB and is doubling every 2-3 years. This is leading to unprecedented growth in energy consumption and costs needed for data processing. Sending raw data for remote processing on centralized nodes is limited in terms of speed and bandwidth, and even next-gen tech like 5G or 6G will be insufficient to cope with this growth. Processing data at the Edge, where it's generated, requires increasing power efficiency by several orders of magnitude. However, the use of general-purpose digital processors based on von Neumann architecture is limited, with optimization possibilities nearing natural limits. A new class of chips, neuromorphic hardware, is needed to execute AI algorithms like Deep Learning at high speed, low energy consumption, endurance, and scalability. MultiSpin.AI’s vision is to improve neuromorphic computing by increasing the energy efficiency and processing speed by at least three orders of magnitude over digital computing and >10x compared to the most advanced neuromorphic devices to reach an unparalleled 2,000 Tera operations per second per watt (TOPS/W). To achieve this, MultiSpin.AI will develop an AI co-processor based on a crossbar of multi-level magnetic tunnel junctions (M2TJ) cells/ n-ary state cells. The use of multi-level M2TJs reduces the number of cells, simplifies circuity, and reduces the number of digital-to-analog conversions (DAC) at the input of the crossbar, and analog-to-digital conversions at the crossbar output. The combined effect is realising much higher energy efficiency and faster AI inference at the Edge. This breakthrough will help provide a significant impact by enabl
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 'Efficient traffic control algorithms for traffic information centres' to be submitted under Fifth Framework.

assistant: **Abstract**

In traffic information centres data originating from roadside equipment and floating cars should be processed to recognize potential congestion and to suggest adequate routes. We would like to develop novel algorithms that optimize road system from the aspects of both the individual drivers and the whole system. We would like to apply methods, using graph theory and Integer Programming, which proved to work well in telecommunication networks and we intend to modify them considering the following factors: drivers' indeteinable behavior, drivers' reactions on guidance, and traffic characteristics. Heuristics will be developed (based on the idea of Simulated Annealing, Simulated Allocation, or Genetic Algorithm) for the cases when the optimal solution cannot be obtained in acceptable time. The effect of the algorithms will dynamically adapt to the current state of the network and also consider the future state of it, which will be predicted by using earlier stored data. The methods will be integrated in existing system architecture, and its effectiveness tested in a working system. In case of on-line operation the runtime of the algorithms are of crucial importance, thus it will be analyzed by complexity theory, by real scenarios and by simulations. The operation of the algorithms will be examined in existing pilot projects. The proposed research offers an excellent opportunity to widen both my view and knowledge towards traffic telematics and traffic control. The know-how and experience at the host institute and its international connections enable to obtain deep knowledge connected to practical observations. Pilot projects at Arsenal Research with FCD equipped taxis and other vehicles will enable to analyze and test the developed algorithms in practice and examine their
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 Fifth Framework proposal for the project 'Characterisation of microglia-neuron interactions in an inflammatory environment: neurotoxicity and neuroprotection'.

assistant: **Objectives**

In Multiple Sclerosis, one of the most disabling neurological diseases, axon loss is abundant. This study will investigate, whether microglia, the main immune effector cell in the CNS, could be responsible for neuronal injury. Inter- and intracellular signalling events will be studied.
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 'Predictive Maintenance Tool for Non-Intrusive Inspection Systems' (PMT4NIIS).

assistant: **Innovation**

The importance of providing for effective, time and cost-saving maintenance of Non-Intrusive Inspection Systems (NIIS) cannot be overstated. For the purpose of our proposal, NIIS are X-ray systems deployed to inspect all types of parcels, baggage, cargo, vehicles, containers, and trains, in a non-intrusive manner. Over the past 10 years Danlex has realised sales of NIIS equipment and NIIS maintenance services totalling more than EUR 40 million in Bulgaria, Macedonia, and Kosovo. Airports, customs administrations, border police, harbours, and other authorities responsible for protecting the freedom and security of societies worldwide (security organisations) in the European Union and worldwide have been charged with: preventing global terrorist threats and illegal human trafficking; detecting and identifying illicit or undeclared goods; increasing security to the global supply chain. To tackle these challenges security organisations have increasingly been utilising NIIS equipment over the last two decades, as the most effective equipment for fulfilling their duties in compliance with the applicable regulations and standards. With the average NIIS lifespan of 10 years the maintenance has proved to be high and lead to much higher than anticipated running costs over the equipment’s lifetime, totalling to 100% of NIIS purchase price. To ensure value for money, it is important that NIIS operate with maximum efficiency and at the lowest possible level of maintenance and life-cycle costs. NIIS maintenance solution enabled by PMT (PMT4NIIS) will allow us to equip the security organisations and market stakeholders with the next generation of NIIS maintenance. Independent reports estimate that with reliability-centered maintenance powered by predictive models, stakeholders in othe
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 'Demonstration of innovating parabolic solar trough using an alternative heat transfer fluid producing electricity and fresh water: ARChimede Hot Energy TYPology Enhanced Water Solar 550' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

ARCHETYPE SW550 will design, build and operate the World’s first industrial size Concentrated Power & Fresh Water Plant based on parabolic trough technology. It will efficiently integrate in a single plant the direct molten salt solar field, a twin tank storage system with a dedicated power block, a fresh water production unit and hybridization biomass system plant.It aims at demonstrating the performances of the World’s first direct molten salt CSP stand alone plant where the inlet turbine temperature is 530°C and molten salts are used directly into the solar trough collectors fully integrating the production of electricity, fresh water and integration with niomass.ARCHETYPE SW550 will also design and develop the innovative key components which will allow to improve the overall efficiency of the plant and to reduce the costs. Performances, costs of operation and life-cycle of components of the integrated fresh water system will be monitored and analyzed to demonstrate the improvements on the thermodynamic cycle.All participants are strongly interested in developing ARCHETYPE SW550 for which relevant commitments and permits are already in place. EGP has a strong experience in design and implementation of industrial power plant expecially in renewable, through respectively expertise of company ENEL Innovation and Engineering.LEC expected from ARCHETYPE SW550 should be 0.21 €/kWh; during the operation the values of energy production and the cost of operation will be constantly monitored to verify the LEC.Fresh water production costs will benefit from the integration with the solar fed thermal cycle, thus achieving a monitored advantage in comparison with currently available technologies.Finally, ARCHETYPE SW550 will spread demonstration results all around the Mediterranea
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 'Mechanism of action and transcriptional regulation of the spleen tyrosine kinase Syk, a new candidate tumour suppressor gene in breast cancer' (SYKTUMSUPMECH).

assistant: **Concept**

The role of the cytoplasm tyrosine kinas Sky (spleen tyrosine lamas) was, until recently, uniquely studied in haematopoietic cells. In these cells, Sky is involved in coupling activated immunoreceptors to downstream signalling events that mediate diverse cellular responses including proliferation and differentiation. We focus on the Sky expression in epithelial cells and its role as a tumour suppressor hi breast cancer cells. Breast cancer remains the most common malignancy in women. Loss of Sky expression is associated with the acquisition of a malignant (invasive/metastasis) breast tumour phenotype. Its role as a potential tumour suppressor gene has been strengthened not only in breast cancer but also in acute lymphoblastic leukemia.Our observations strongly indicates that Sky might directly affect mitosis and cytokines is. For the first time, we demonstrated that Sky is localised at the coatrooms, a key organelle for cell division. In order to evaluate the role of Skin the control of mitosis, variations in its expression and activity during the cell cycle will be quantified and its subcellularlocalisation will be analysed by time-lapse video microscopy. To unravel its tumour suppressor mechanism, the identification of the downstream signalling effectors of Sky in non-haematopoietic cells is essential and will be investigated using a phosphoproteomic approach. The absence of the Sky protein in breast cancer cells is reflected by the loss of its mina expression and suggests regulation at the transcriptional level. Analysis of the promoter activity by co-transfixion and reporter assays will indicate the important regulatory elements for putative activating and repressing transcription factors. Furthermore, the analysis of differential gene expression associated with the
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Microbial ENZYmes for treatment of non-recyCLEd plastic fractions' to be submitted under Horizon 2020.

assistant: **Abstract**

ENZYCLE overall objective is to valorise and upgrading non-recycled plastic fractions through enzymatic processes to obtain high value-added products. For this, enzymes with a high hydrolytic activity on polyesters (PET) and on polyolefins (PE and PP) will be identified and selected in order to establish an efficient production process and developing recycling processes on plastic fractions that are currently not recycled. Additionally, ENZYCLE will deal with the problem with microplastics and their high environmental and health impact.Within ENZYCLE project, new processes for enzymatic recycling of multilayer packaging, post-consumer PET trays and clamshell and microplastics will be developed with the aim of enhancing the sustainability of these wastes, within a framework of circular economy, so as to save material and economic resources, creating new value chains by turning them into valuable products and closing the loop value chain by introducing the final obtained products back in the production process for plastic polymers.


**Keywords:** Enzymatic recycling, Polyolefin depolymerization, PET depolymerization, Non-recycled plastics, Multi-layer plastics, Post-consumer plastics, Clamshells, Microplastics
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 'Larval Invertebrate Microalgal Interactions' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

This project will be carried out at SAMS,-Scottish Association of Marine Science, Dunstaffnage Marine Laboratory, Oban, Argyll, UK, from January 2004 to December 2004. The training part of the project will involve two aspects: study on intensive larval culture of the sea urchin Paracentrotus lividus, and study on the impact of Amnesic Shellfish Poison (ASP) on king scallops reproductive physiology. Firstly, the training aspect is designed to familiarize the researcher with state-of-the-art instruments and methodology on sea urchin aquaculture research and Harmful Algal Bloom (HAB) studies that are being employed at SAMS. Secondly, the researcher will bring her competence in hatchery work of aquatic species from China, and improve the spectrum and excellence of the aquaculture research that is going on at SAMS. Incoming researcher's participation of research projects will include, mainly: 1. Refinement of hatchery larval cultivation techniques of purple sea urchin, Paracentrotus lividus Researcher will be responsible for larval cultivation, and will take part in the experiments on optimizing feed and environmental conditions for larval rearing. 2. HAB study: influence of algal toxin on King Scallop, Pecten maximus Researcher will participate in research on harmful effects of the ASP toxin on king scallop, to find out if carrying this phytotoxin will negatively affect scallops' gonad development, and if exposure to the ASP toxin has an adverse effect on scallop larvae. The incoming researcher will develop new, cutting-edge skills through this project, and will win better career prospects upon her return to China. Besides these, the opportunity of working in another country will raise the international profile of her career, and will enable her to participate in more joint
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 'Hydrogen production by dark fermentation of biomass resources'.

assistant: **Objectives**

The excessive use of fossil fuels is one of the primary causes of global warming, which has started to affect the earth's climate. Environmental concerns and evolving legislations request more participation of renewable energy sources in the energy market. Biomass represents a potentially major renewable and clean energy source. Because hydrogen is a clean, recyclable, and efficient energy carrier, biomass resources might be biologically converted into this carrier that has a considerable calorific value (1 20.7-140.9 MJ/kg). Fermentative hydrogen production out of biomass is an interesting process for the biological production of hydrogen. This proposal aims to produce hydrogen by dark fermentation of biomass resources at mesophilic and thermophilic conditio ns. Laboratory scale hydrogen producing reactors will be operated to optimize hydrogen production. Emphasis will be put on the application of easily available mesophilic and thermophilic inocula obtained from environmental samples in order to improve the c onversion rate and increase the efficiency of hydrogen production. Initially, different easily biodegradable biomass resources will be selected and characterized. Subsequently, appropriate hydrogen producing inocula will be obtained by using different kind s of environmental samples such as compost materials, wastewater treatment plant sludge, soils and etc. The selected inocula will then be cultured and maintained in hydrogen producing reactors at lab-scale. Afterwards, reactors will be operated under varyi ng parameters to optimize the hydrogen production. Meanwhile, the composition and stability of the defined microbial consortia will be studied by molecular techniques such as DGGE during operation of the reactors and optimization of the parameters. In addi ti
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 'Deepwater umbilical-less control system for well completion and intervention' under Fifth Framework.

assistant: **Concept**

The goal of this project is to deploy a Deepwater umbilical-less completion and intervention system on offshore campaigns planned for Q2 2002 and beyond. The objectives of an umbilical-less system are to reduce operating costs, improve safety, overcome umbilical related HPHT constraints and reduce environmental risk by removing a possible leak source for chemical and hydraulic fluids.In order to achieve these objectives this project must design build and test a prototype electromagnetic Communication system, a sub-sea hydraulic power supply and a sub-sea electrical power unit. This prototype has to be integrated with the current Schlumberger deepwater control system that operates to a 3000m water depth at hydrostatic pressures of up to 345 Bar. The major challenge of the prototype designs is the packaging of equipment to locate inside a marine riser with a maximum OD of 18 5/8."
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 'Policy Science Interactions: connecting science and policy through innovative knowledge brokering' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

European policy makers and researchers recognise the large policy potential of research in the field of sustainable development, but the potential is not fully used. PSI-connect wants to contribute to bridging the gap between science and policy in the field of the impacts of climate change on water management. The decoupling challenge from the EU Sustainable Development Strategy implies that impacts of climate change on the river basin system should be diminished. This is a policy issue of contemporary urgency and it is a topic where large quantities of high quality knowledge (‘untapped potential’) are available. The consortium partners are all involved in different EU-projects with high relevance and have excellent contacts with relevant national research programs and easy access to national and regional policy makers.  PSI-connect will experiment with and develop innovative knowledge brokering instruments in the field of impacts of climate change impacts on river systems. These instruments will be developed from available candidates such as Communities of Practice, games, group model building, and scenario workshops. We will develop and test these instruments in six case studies:  • Working group Climate Change and Water of the CIS of the WFD;  • Committee on Climate Change of the EU Parliament; • German Ministry of Environment; • Dutch Ministry of Traffic, Public Works and Water management; • River basin Community Elbe (Germany) • Water Board Rivierenland (the Netherlands);  The final results of PSI-connect will be tested knowledge brokering instruments for different policy levels. Furthermore, ‘knowledge brokerage communities’ will be established that act as learning communities and have the capacity to maintain European leadership in this field beyond the lifetime