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

user: Describe how 'Self-Assembling of copper Metalloproteins at nanoscale for Biodevice Applications' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

OBJECTIVESThe objective of the present project is the demonstration of a biomolecular transistor consisting of self-assembled single blue copper proteins inserted in the gap between two metal electrodes. The ultimate resolution of the nanolithography tools available with the partners will be exploited to fabricate metallic gates with gaps below 10 nm, allowing the interconnection of virtually single molecules, opening the way to a bio-device exploiting just a few electrons. The synergy between nanotechnooogy and deliberately engineered redox blue copper proteins (azurin and plastocyanin) will be a unique tool to achieve a self-assembled biotransistor in which the current flowing through self-assembled (eventually single) redox proteins can be controlled via the application of a suitable gate potential. To achieve these results the project will pass through a series of steps which will involve both experimental and theoretical studies aimed at characterizing the self-assembly and the functional behaviour of the protein ensembles constituting the channel. The protein transistor is expected to operate at room temperature, to show power dissipation as low as some nW, to be characterized by a capacitance of the order of 10-19F and to have overall performances superior to those of single electron transistors made of semiconductor nanocrystals and carbon nanotubes. It is expected to show a relevant sensitivity to the surface chemisorption and to the chemical changes of the environment, so that a noticeable application as a bio-sensor can be envisaged for the proposed architecture.DESCRIPTION OF WORKThe project is carried out by three partners P1= INFM-Italy, P2= Leiden University-Holland, P3=Oxford University UK. Electron beam lithography (EBL), self assembled metalloprotein l
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 2020 proposal on 'Mimbox - Greywater optimisation and microplastic mitigation for washing machines'.

assistant: **Innovation**

Microplastics are a huge source of pollution in our seas, with up to 1.5 million tons being released per year. This poisons the underwater ecosystem and even climbs back up in the food chain to affect human health (estimates show that we eat about 5 grams of plastic each week). Washing machines contribute to about 35% of this problem, in the form of the 700,000 pieces of synthetic microfibres found in the greywater of each wash.Our company Mimbly has designed the Mimbox, the first ever “plug-and-play” add-on device that can connect to any type of washing machine to capture the microplastics released during each wash, acting as a single barrier to retain microplastics as small as 50 microns from reaching the waterways. At the heart of its innovation is a self-cleaning filtering technology, of which we are in a patent process. The Mimbox also cuts up to 70% of water consumption by cleaning and recycling the greywater, as well as reduces in a 30% the energy consumed in water heating, all with unaltered quality in the wash results. Additionally, it includes a data service functionality for customers to optimise their wash cycles.Our first commercialisation of the technology is aimed at industrial washers and it is compatible with all brands, sizes and generations of washing machines. The Mimbox offers an attractive average payback period of 2.5-year during 11-year industrial washer lifetime, and it is the perfect compliance solution for upcoming regulations and customer’s environmental sustainability policy and brand.The EIC accelerator project will setup and run 15 B2B customer pilots with the Mimbox MVP and demonstrate their results to additional stakeholders. We will establish scalable manufacturing partnership and distribution channels and achieve all the certifications
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 'Delivering Clean, Affordable, and Safe Nuclear Energy with the Compact Molten Salt Reactor' under Horizon Europe.

assistant: **Concept**

Seaborg proposes a novel type of nuclear reactor called the ""Compact Molten Salt Reactor (CMSR)"". Our ambition is to use the CSMR to complement, and not substitute, other sustainable energy sources (like renewables) to accelerate the global decarbonization process.The CMSR works according to different principles than the existing nuclear power plants: it is safe by design (by the physics of nature, cannot melt down or explode) and reduces radioactive waste (the goal is to recycle spent fuel waste to reduce footprint and storage). The CMSR emits no greenhouse gases while operating and has the lowest resource use (concrete, glass, steel, fuel) of all other energy sources, including renewables. The CMSR outcompetes fossil fuels on free market terms: the Levelized Cost Of Electricity is about 50% the one of coal and 70% the one of gas.Seaborg is the largest nuclear reactor start-up outside of North America, and it has patented technologies, prestigious partners, and pilot customers.""


**Keywords:** Business model innovation,Design innovation,Patented, IPR strategy ,Decarbonise energy sector ,Affordable (low-cost)  ,Climate change mitigation ,Reliable electricity
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 'Using deep neural networks to understand functional specialization in the human visual cortex' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Over the last few decades, neuroscientists have identified multiple brain regions that perform distinct, often highly specialized functions such as processing faces, understanding language, and even thinking about what other people are thinking. Despite our increased understanding of the computations performed in these regions, the precise causes and origins of functional specialization in the brain are still a mystery and not accessible to direct experimental approaches.Here, we propose to combine cutting-edge computational modelling, large-scale sampling of naturalistic behaviour and human neuroimaging to overcome these limitations. Focusing on visual perception, we will exploit the latest advances in artificial neural networks to probe three critical aspects of functional specialization in the ventral visual pathway: First, by training networks on natural and artificial visual categories and identifying which features result in functional specialization, we will characterize what it is about a visual category that leads to functional specialization. Second, we will leverage large-scale egocentric datasets of infant and adult visual input to test how visual experience and natural input statistics shape functional specialization during development. Third, we will ask why certain neural features become specialized for high-level visual categories in the human visual cortex in the first place. Critically, for each of these aspects, we will close the loop and directly test and validate its predictions in the human brain.Our project will shed light on functional specialization from a new angle  by relating functional specialization to the computational constraints of performing tasks in the real world. Using this novel approach, our project tackles some of the most fundame
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 Europe proposal for the project 'Holistic UGV-based Resilient and Real-time Intelligence for Crisis And Natural Emergency'.

assistant: **Objectives**

According to the World Meteorological Organization, the frequency of severe weather incidents has quintupled over the last five decades, causing more than 100 000 fatalities and 1.5 trillion euros of economic losses in Europe (EU). Consequently, disaster management capabilities need to be enhanced in this fast-evolving context. Robotics can play a crucial role to improve first responders’ safety and effectiveness in their operations. HURRICANE is a 15 partners multidisciplinary consortium aiming to overcome limitations that are still holding back these cutting-edge innovations from becoming a disaster management standard.HURRICANE will unlock the potential of UGV operation in hazardous environment, relying on enhanced vision capabilities and smart integration over a holistic, resilient and real-time situational awareness infrastructure that includes innovative UAV-UGV cooperation pathways (laser-based charging, UAV supporting UGV regarding route planning) and multi-technology communication infrastructure (5G, RF, optical wireless). Data-driven optimization models will provide recommendations through a user-friendly API to support FR’s tactics. Three complementary pilots will be implemented to demonstrate the benefits brought by HURRICANE solutions, in several challenging environments: peri-urban areas (Corsica), mountains (Alps) and wildfires (Andalusia). Last, but not least, EU-wide advanced training modules will be implemented to raise awareness among FR about these innovative technologies, integrating new operational procedures.  At the end of the project, HURRICANE will show improved hazard management efficiency (60% operation time reduction, 95% false positive readout reduction), with reduced FR exposure to harmful situations, strengthened EU robotics industry lead
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 Seventh Framework proposal on 'Cluster of Research Infrastructures for Synergies in Physics'.

assistant: **Innovation**

The objective of the eleven participating Research Infrastructures (RIs) is to build up collaborations and to create long-term synergies to facilitate their implementation and enhance their efficiency and attractiveness. The CRISP proposal focuses on four R&D tasks that are of utmost importance for these RIs: (i) Accelerators, (ii) Instruments & Experiments, (iii) Detectors & Data Acquisition, and (iv) Information Technology (IT) & Data Management.Progress in accelerator technology is essential to provide the RIs with the best possible sources of X-rays, ions and neutrons and to tackle the next challenges in nuclear and high-energy physics. Joint developments for novel experimental schemes and their related instrumentation will create new scientific opportunities at the RIs and offer tremendous potential across all fields of natural sciences. New initiatives and approaches are required to cope with the ever-increasing flow of scientific data, and a joint effort to establish the base elements of adequate platforms for the processing, storage and access to data shall be undertaken.The RIs will exchange know-how and combine complementary expertise, ensuring cost-efficient and coherent development plans. The generated synergies will be crucial to respond to the rapidly evolving and mobile scientific user community. It will allow the RIs to strengthen their role in the advancement of knowledge and to stimulate scientific and technological progress, indispensable to address the grand challenges of our society in health, environment, sustainable energy, transport and communication. The proposed activities will be of enormous benefit as well to other large scale facilities in the European Research Area, such as regional or national light and x-ray sources, high-energy and nucle
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 'Electro-thermal Laminar Wing Ice Protection System Demonstrator' in the context of a Seventh Framework call.

assistant: **Objectives**

This proposal regards designing, building and testing a functional prototype of part of a laminar wing fitted with electro-thermal ice protection (ETIPS) for a business jet.  The aim is to show innovation in the use of composite materials for the fixed leading edge, (e.g. Fibre/Metal Laminates), which are thermally efficient, can be manufactured to tight laminar wing tolerances and comparable to aluminium for weight & cost.  Furthermore, the structure will be evaluated for its basic damage resistance properties and ease of repair.The ETIPS aspects will be innovative through a focus on minimising power consumption, using sensors to allow power demand management and thereby achieve a Smart ETIPS.  Different types of heater elements will be tested in a range of configurations to optimise ice protection coverage and power consumption.  Trials will also be conducted to minimise the weight of the ETIPS heater elements, controllers and wiring.Several structural and layout trade-off studies will be conducted and the final solution tested in an icing wind tunnel.
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 'Venomics of Prey-Specialised Spiders in the Evolutionary and Ecological Context' to be submitted under Horizon 2020.

assistant: **Abstract**

Venoms of a wide range of animals are currently under scrutiny in the search for toxins that can be utilized as new bioactive compounds with potential medical and industrial applications. Venomous predators produce complex mixtures of bioactive components in their venoms, making them ideal candidates for a thorough investigation. Predatory toxins are usually very effective against certain prey as the result of evolutionary arms races. Many venomous animals are still understudied, including spiders, one of the most diversified groups of venomous predators. Prey-specialised spiders are particularly intriguing in this respect, as they preferentially feed on one prey type only, often represented by dangerous prey, such as ants, termites or other spiders. The current evidence suggests they immobilise prey with a potent venom. The aim of this project is to explore the venomic adaptations of those spiders from organismal to a molecular level, employing diverse methods that include behavioural experiments, venom potency bioassays, and proteo-transcriptomics. I will elucidate the venom composition of selected prey-specialised species and identify toxins with high selective efficiency. I want to analyse whether 1) prey-specialised spiders rely on their effective venoms to subdue their focal prey; 2) venoms of the specialised spiders are more efficient towards focal than to alternative prey; and 3) venom specificity is due to the presence of prey-specific highly potent venom compounds. Information on the venom properties will be put into ecological context to shed more light on the evolution of venomic adaptations in specialised predators. Furthermore, toxins of prey-specialised predators may be potentially useful as novel active ingredients of bio-pesticides due to their high spe
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 'RoundBaltic - Promotion of Smart Finance for Smart Buildings in the Baltic Region with focus on Poland, Latvia and Denmark' (RoundBaltic).

assistant: **Concept**

A main objective of the RoundBaltic project is to provide framework and catalyst for energy efficiency investments, incl. creating dialogue and enabling actions around the Smart Finance for Smart Buildings initiative and the financial pillars. The direct target countries are Poland, Latvia and Denmark, building on the activities of the Sustainable Energy Investment Forums initiative. The action will develop a supporting framework with activities such as 1) analysing the possibility to upscale existing best practices, develop strategies, roadmaps and action plans, 2) propose improvements in the national policy frameworks and measures, and 3) develop jointly template documents and contracts for a better functioning of the market, and will implement Roundtables where stakeholders can learn from successful initiatives, and can provide input into the policy making. The consortium will pursue a combined approach of addressing the national level (framework conditions) and regional level (topics of relevance for the given regions). Additionally, the project will develop enabling actions aiming to generate sustainable energy investments within the targeted energy efficiency areas of the call and will undertake in-depth evaluation of the impact gained as well as lessons learned of the operations in each target country. It will also provide networking and experience exchange among the stakeholders in each country as well as among the target countries where it makes sense. The project findings and achievements will be disseminated to relevant target groups, incl. other Baltic countries. Moreover, a small share of activities will be reserved to exchange with similar roundtables across Europe (coordinated by the Commission services).


**Keywords:** roundtables in Poland, Latvia and
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 'Assessment of Risks induced by virus-derived transgene products in plants, using luteoviruses carrying the green flourescent protein as a visible reporter' (1994-1998).

assistant: **Innovation**

The large number of genetically-engineered virus resistant plants which is expected to be put forward for approval for marketing in the EU prompts the need for risk assessment studies on the potential interactions between viral transgene products and infecting viruses or viroids. Major concern centres on three main classes of hazards: heterologous-encapsidation, RNA recombination and synergism which may result in viruses and viroids with altered genetic traits, novel combinations of properties, or novel' diseases. Little information is available concerning the probability of the occurrence of the undesired interactions in transgenic plants, making it impossible to reach generally acceptable conclusions about the environmental safety related to the introduction of these plants. The major bottleneck in obtaining sufficiently large data sets on recombination heterologous encapsidation and synergism is to detect these events. The current proposal aims to tackle this problem by using a visible reporter, the jellyfish green fluorescent protein (GFP), which will markedly simplify and speed up the detection of the aforesaid events, thus allowing large numbers of virus-infected transgenic plants to be screened. The GFP-encoding gene will be incorporated into the genome of beet western yellows luteovirus (BWYV) and potato leafroll luteovirus (PLRV). The GFP-carrying viruses will then be used to challenge transgenic plants expressing luteoviral and potyviral sequences which are commonly used to achieve pathogen-derived resistance in a large number of important arable and vegetable crops. Luteoviruses are most appropriate for this type of risk assessment studies because (i) they are known to readily undergo heterologous-encapsidation during co-infections in nature, and encapsidate