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 the novelty, innovation potential and advance beyond the state of the art for 'Stirling heat pump for high temperature industrial use' (Highlift).

assistant: **Innovation**

Industry is the highest heat consuming sector, and its need for high temperature process heat is on the increase. However, 83% of industrial process heat is still supplied by inefficient and polluting fossil fuel boilers. The Highlift project will develop a next-generation high temperature heat pump (HTHP) based on an innovative 4-cylinder alpha configuration Stirling engine design. Highlift accepts low temperature (30´C) input water drawn from industrial waste heat recapture systems and use electrical energy to generate saturated steam at over 180´C. Such temperature lifts are not possible with any other HTHP today. The Highlift project optimises the industrial design via 1) increased system efficiency, 2) improved reliability, 3) 30% cut on production costs, 4) refined production quality control, and 5) improved Cloud-based operating system. We will pilot the near-market prototype at a single high-profile multinational industrial end user with high demands in terms of constant, intensive operation and high output temperature requirements. The project will simultaneously undertake a market maturation process including up- and downstream supply chain development, in-depth target market analyses, and validation of the business and commercialisation strategy. This will bring the HighLift technology to full commercial readiness at the end of the project.  Over 25,000 hours of tests with industry since 2012 have shown that it is feasible to use Highlift to generate hot industrial process steam in an economic and environmentally sustainable way. Highlift reduces energy consumption to supply high temperature process heat by 50-70% and will cut industrial CO2 emissions when producing high temperature steam by 70-96%. Our planned commercial roll-out of 174 Highlift heat pumps 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: Draft the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Development of Novel X-ray Inspection System for Fast Automated Detection of Counterfeit PCB Components'.

assistant: **Objectives**

Currently, electronics manufacturers do not check all PCB components at goods inwards. Some manufacturers make random checks on single components from batches of component lots. However, components especially the surface mount type are typically supplied on tape reels to assist with component feed for automatic component placement. The manufacturer cannot check all the components. Typically, a check includes visual inspection and in circuit testing. However, performing these checks is disadvantageous for two main reasons. Firstly, the tests can be time consuming and secondly it requires the component to be removed from the packaging or reel invalidating any guarantee to a claim should a counterfeit component be found. Currently, no automatic methods exist to speedily check each single component. In addition the cost of modern X-ray inspection systems prohibits their use for smaller manufacturing concerns. ChipCheck proposal is for the development of a novel X-ray inspection system for fast automated detection of counterfeit PCB components. The aim of such a development is to address the above issues. The system will be developed so that is capable of inspecting PCB components on tape reels and other component feeding mechanisms. In addition separate PCB components will also be examinable with the developed system. Through the selected combination of SME partners involved in the consortium, a new design uniquely combining lower cost off-the-shelf components used from different industries (Industrial NDT, Medical and dentistry) will be developed to enable production of a prototype of particular suitability for goods inward inspection.
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 'Feasibility of an eu plant health directive (77/93/eec), diagnostic chip.' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

This project will investigate the feasibility of producing a diagnostic chip for the simultaneous detection of all the plant pests/pathogens present in the EU Plant Health Directive (77/93/EEC), using quarantine potato pests as a model system. The project will establish methods for detection of quarantine pathogens in plant tissue using gene chip technology. Up to 30000 DNA probes (sequences from each of the organisms to be tested in one assay) can be arrayed onto a microscope slide - the gene chip". The chip can be exposed to fluorescent-labelled nucleic acid from the sample and fed into a micro-array reader to reveal if any of the pathogens were present. The project covers the whole process from preparing target genes, generating gene chips, preparing samples, hybridisation of samples, analysis of results and finally through to quarantine diagnosticians evaluating the technology."
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 'Novel and Scalable microbial products for REgenerative agriculture' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Crop farmers in the EU are facing significant pains due to increasing regulations, such as the EU Farm-to-Fork strategy (F2F), which targets ambitious reductions in the use of chemical fertilizers and pesticides. These regulations will reduce dependence on foreign resources and reduce environmental damage from excess fertiliser use. Disruptive innovation will be necessary, to protect the security of European food supply, from reductions in crop yield and quality. Biofertilizers derived from living organisms represent a more sustainable alternative for crop yield improvement and have the potential to phase out chemicals. Several commercial products exist; however, their adoption in row crop farming is limited. The majority of products are not cost-effective, they exhibit low shelf-life, perform inconsistently under field conditions and the formulations are not compatible with farming practices.To solve this, N-Fix has developed N-Spire, an innovative project taking an integrated approach to revolutionize the agricultural industry by transitioning from conventional farming practices to a new and scalable agronomic system. The primary objective is to improve soil health and contribute to a more sustainable and regenerative agricultural sector. N-Spire involves the integration of Hydrothermal Carbonization, Solid-State Fermentation, and formulation techniques into a unified manufacturing technology platform. This combination yields a natural bioactive fertilizer that harnesses the synergistic advantages of hydrochar as an organic fertilizer and the capabilities of beneficial organisms.N-Spire will have significant impacts, contributing to: i) reducing the reliance on chemical fertilisers and pesticides in agriculture, ii) improving soil health while enabling sustainable pro
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 Fourth Framework proposal on 'Improved diagnosis of Gyrodactylus parasites infecting aquacultured species.'.

assistant: **Innovation**

To improve diagnosis of Gyrodactylus parasites infecting aquacultured salmonid species in Europe, to provide information on the degree of variability in and reliability of genetic and morphological factors used to identify Gyrodactylus species and to compare pathogenicity of G. salaris from different areas of Europe.This project aims to produce criteria for Gyrodactylus diagnosis, integrating pathogenicity, morphological and molecular investigations detailed in Section 2. Such integrated studies have been recommended by the leading expert on Gyrodactylus (Malmberg and Malmberg, 1993) and are viewed as the best approach for modern parasitology (see Bush et al., 1995). This project will carry out the first such work and will provide a sound basis for the design of sampling and identification programmes for this important fish pathogen.Gyrodactylus salaris is a parasite which can infect several species of salmonid fish and feeds on host mucus and skin. In general, Gyrodactylus infections of wild fish are of limited pathogenicity but the effect of G. salaris on populations of wild Atlantic salmon in Norway has been a notable exception. G. salaris has resulted in the almost total depletion of juvenile salmon in affected Norwegian rivers. The original source of G. salaris in Norway is believed to be fish from an infected hatchery and apart from the Baltic region, all reports of G. salaris in Europe are from farmed rainbow trout. The parasite spread rapidly within Norway as fish were moved to stock farms and rivers. To date, 39 rivers and 37 hatcheries have been infected (Mo, 1994). Eradication of this parasite from aquaculture facilities is normally achieved by destocking and disinfection of the facility. In rivers, an expected increase in survival rate among salmon pair over
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 Seventh Framework proposal on 'Genomics and effectoromics to understand defence suppression and disease resistance in Arabidopsis-Albugo candida interactions'.

assistant: **Concept**

This project focuses on two questions about host/parasite interactions: how do biotrophic plant pathogens suppress host defence? and, what is the basis for pathogen specialization on specific host species?   A broadly accepted model explains resistance and susceptibility to plant pathogens. First, pathogens make conserved molecules ( PAMPS ) such as flagellin, that plants detect via cell surface receptors, leading to  PAMP-Triggered Immunity  (PTI). Second, pathogens make effectors that suppress PTI.  Third, plants carry 100s of Resistance (R) genes that detect an effector, and activate  Effector-Triggered Immunity  (ETI). One effector is sufficient to trigger resistance.  Albugo candida (Ac) (white rust) strongly suppresses host defence; Ac-infected Arabidopsis are susceptible to pathogen races to which they are otherwise resistant.  Ac is an oomycete, not a fungus. Arabidopsis is resistant to races of Ac that infect brassicas.   The proposed project involves three programs. First ( genomics, transcriptomics and bioinformatics ), we will use next-generation sequencing (NGS) methods (Solexa and GS-Flex), and novel transcriptomics methods to define the genome sequence and effector set of three Ac strains, as well as carrying out >40- deep resequencing of 7 additional Ac strains.  Second, ( effectoromics ), we will carry out functional assays using  Effector Detector Vectors  (Sohn Plant Cell 19:4077 [2007]), with the set of Ac effectors, screening for enhanced virulence, for suppression of defence, for effectors that are recognized by R genes in disease resistant Arabidopsis and for host effector targets. Third, ( resistance diversity ), we will characterize Arabidopsis germplasm for R genes to Ac, both for recognition of Arabidopsis strains of Ac, and for recognition in
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 'Scalable Deep learning AI driver influence solutions - Road Lifeguard for global prevention of car accidents' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Greater Than is a high-tech company that has been working with connected cars since 2004, providing AI based risk insights and digital insurance solutions. Created by a team with extensive experience from the automotive industry and the telecom market, we wanted to see what happens when user-generated data was extracted from the driver to use in real-time. By starting to harness driving data at an early stage of the Big Data era, we have gained extensive experience in using driving data and Artificial Intelligence to create services that contribute to safer, smarter and more environmentally friendly driving. This is done by Machine Learning, and self-learning AI algorithms. Our flagship product, Enerfy, produces unparalleled results. Driving behavior improves by up to 50% in a matter of months, CO2 emissions reduce by up to 26% and car accidents by 40%.Users of the innovation connect an On-Board Diagnostics device (an OBD reader) to the car’s port. While driving, the device transmits driving data - such as curvature, acceleration and speed - to the cloud where our AI analyzes real-time data in comparison with its database of 500 million past driving situations. Our method – protected by 7 registered patents – achieves a risk assessment accuracy of 99.98%. The technology is geo-independent and applicable everywhere in the world. As a result of this, Enerfy was acknowledged as the global standard to measure safe driving by the world’s number one promoter of road safety: the FIA (Fédération Internationale de l'Automobile).The ability to profile users’ driving risk has found numerous applications. Insurers, OEMs, fleets and motor organizations benefit from diminished driving risk. End-users enjoy a gamified phone application which displays each trips’ risk in a score format
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 Fifth Framework proposal on 'Metallic intermediate band solar cells for high efficiency and low cost in photovoltaics'.

assistant: **Innovation**

Here we aim at proving the feasibility of a new solar cell concept based on a semiconductor having an additional band within the band gap. Theoretical efficiency limit is of 63.1% to compare ordinary Shockely-Queisser solar cells, of 40.7%. This improved potential is because photocurrent can be produced at energy higher that the one of the photons absorbed. For it, two photons produce a single high-energy electron-hole pair. For the prototype fabrication, we shall follow two alternative paths: MBE precise nano-technology and cheap thin film nano-technology. A prototype solar cell will be fabricated. The R&D described here aims at fulfilling the EC long-term goal of cell cost <0.5. /Wp. We justify in the proposal that this goal cannot be achieved by market driven R&D only. Scientific breakthroughs are needed, as the one attempted here.
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 Seventh Framework proposal for the project 'Herpes virus in Irish oysters and identification of resistant stocks'.

assistant: **Objectives**

The Pacific oyster is the most commercially important oyster in Europe. In recent years large mortalities of this oyster have had a significant economic impact in a number of European countries. Though in many cases due to a range of complex aetiologies one of the main factors associated with these mortalities has been the presence of a herpes virus. Though initially described in oysters in Europe following mortalities in oyster hatcheries, ostreid herpes virus has now been found in Pacific oysters as far afield as New Zealand and Australia thus having a global impact on oyster production. Shellfish are hard to treat when exposed to disease due to the high population densities involved, the environment in which they are found and that immunisation is not a possibility due to their lack of an adaptive immune response which prevents the development of immunity as acquired in vertebrates. Treatment and control mechanisms tend to focus on long term solutions such as identification of resistant traits and breeding for the inclusion of these traits. Additionally, over time some disease resistance can develop inherently in an exposed population. Also, local adaptations related to environment, husbandry and other stressors may also play a role in the development of resistance.In this study, the potential resistance of a number of populations of cultured oysters will be assessed in Ireland and the basis of this resistance will be investigated using the RNA-sequencing methodology. This methodology has recently been developed and is an innovative tool to allow detection of different expressed genes that applied to resistant and susceptible oyster families will allow for the identification of genes associated with resistance against herpes virus. Identified traits will be used as a
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 Fourth Framework proposal on 'Application and further developments of state of the art procedures for the design and evaluation of thermal processes for foods'.

assistant: **Concept**

The need for accurate design (and control) of a thermal process, in order to deliver to the consumer a safe product of high quality, is of paramount importance and well recognized. The state of the art in designing and evaluation of thermal processes involves the use of Time-Temperature integrators (TTI) or of physical-mathematical procedures. The objective of the proposed work is the further development of physical-mathematical procedures and the testing of alternative enzymatic TTI systems for thermal process design and evaluation. The successful completion of the proposed work will enhance our know-how on designing thermal processes. This can be of benefit to both the industry (by increasing productivity and reducing production costs) and the consumer (by improving the safety and quality of thermal processed foods).
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 'Vineyard Innovative Tool based on the InteGration of Earth Observation Services and in-field Sensors' to be submitted under Horizon 2020.

assistant: **Abstract**

The main scope of the project is to empower the potential of EO Systems by creating an innovative commercial information delivery to optimize sustainable vine cultivation via decision support systems (DSS) on phenology, irrigation, fertilizer, disease and business operations management. Satellites imagery will be combined with other data sources such as in-field measurements, models and best practices to build up an integrated but modular management tool covering the most critical operations of the business, including sustainability aspects to align the outcomes with UN SDG´s, which will directly welfare population living in rural communities around wine producers locations.VITIGEOSS will integrate existing solutions to couple satellite imagery with in-field sensors with the aim of increasing resolution and reliability of satellite information applied to all aspects of viticulture and specific wine-business operations. Our platform will empower the usage of European open EO services by the improvement of agriculture business operations at economic, environmental and social level, and will ensure an effective engagement with EuroGEOSS by direct participation within its Action groups. The presence of 3 end-users in the consortium will facilitate a successful penetration in the market through ELEAF, who will act as commercialization partner.VITIGEOS can contribute to EuroGEOSS by demonstrating the effective use of European EO resources in an operational application for the wine industry. The application is at the pre-operational readiness level 6 to 7 and as such can reinforce other EuroGEOSS initiatives. VITIGEOS will explore the readiness level with different EuroGEOSS Coordination Groups to ensure that it meets the EuroGEOSS requirements. Connection with these action gr