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: Explain how 'A new way to own, drive and maintain a boat' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

D&A Experiences Oy is a Finnish SME, founded as an Innovation Design Agency with focus on consumer electronics, electric boats and bikes. Our vision is to create beauty and value by implementing the most advanced technologies into form and function that make the world a better place. We specialise in creating novel user experiences based on both advanced design and tested technology. We have created G-Boat™, the World’s smartest and most iconic electric boat for the metropolitan water front market. G-Boat™ contains many innovations in the waterborne transport  industry, including hydrodynamics design, environment friendly lightweight materials, battery technology, navigation technology, ownership models and maintenance requirements. By commercialising G-Boat™, our vision is to become the market leader in smart electric boats, in an industry that is worth over €20 Billion. We foresee that our innovative solution will generate over €10 Million to our annual revenue by 2023, increase our annual profits by 25% and grow direct and indirect employment. Phase 1 of this innovative project is to carry out an elaborate Feasibility Study and Business Plan to get G-Boat™ from TRL6 to TRL9 and commercialise it.
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 'Preserving old antibiotics for the future : assessment of clinical efficacy by a pharmacokinetic/pharmacodynamic approach to optimize effectiveness and reduce resistance for off-patent antibiotics'.

assistant: **Concept**

The AIDA project aims to answer the question of clinical effectiveness and optimal dosing of 5 off-patent antibiotics for infections caused by multiple drug resistant (MDR) bacteria in three randomized controlled clinical trials. In an era of increasing emergence of drug resistance (EDR) and lack of new antibiotics, old off- patent antibiotics are increasingly being prescribed to patients. However, many of these were developed in an age before the advent of a structured process for drug assessment and approval, and the establishment of clinical efficacy and effectiveness in randomized controlled trials in particular. In a multidisciplinary approach the exposure response relationships for each antibiotic will be elucidated by including pharmacokinetic (PK), pharmacodynamic (PD) and microbiological studies, including emergence of drug resistance (EDR). The project addresses the optimization of treatment of infections caused by MDR pathogens that impose a major burden of disease in Europe and the rest of the world by selecting 5 off-patent-antibiotics that are increasingly being used without clear evidence with respect to their effectiveness, duration of therapy and issues of EDR. In the first trial the efficacy of colistin alone is compared to colistin plus imipenem for severe infections caused by carbapenem-resistant bacteria. The second trial compares fosfomycin vs. nitrofurantoin for the treatment of lower urinary tract infection in women at high risk of antibiotic-resistant pathogens. In the third trial antimicrobial oral treatment with minocycline plus rifampicin is compared with oral treatment with linezolid for complicated skin and soft tissue infections (cSSTI) due to MRSA. Exposure – response relationships, PK/PD and EDR issues will be addressed in a separate 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: Describe how 'COHERENT OPTICS SENSORS FOR MEDICAL APPLICATIONS' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The main objective of the project is to focus theoretical, experimental and clinical research of the participating groups on biomagnetism phenomena, with the specific aim to develop all-optical sensors dedicated to their detection and suitable for applications in clinical diagnostics.A central role in the project is played by Optical Atomic Magnetometers (OAMs) that have the potential, in terms of sensitivity and budget, for a widespread use in hospitals. OAMs have the needed sensitivity and a very small sensor head, allowing for excellent spatial resolution and optimum coupling. We will develop OAMs specifically for clinical use. We will also adopt an original approach to magnetic shielding that consists of compensating rather than screening spurious magnetic fields. This eliminates the need for an expensive mu-metal isolated room, which would make a large scale use of OAMs in hospitals difficult.The project sees the participation of 10 research groups from Italy, United Kingdom, Bulgaria, Israel, Armenia, Russia, India, Poland, USA. Nine teams (UniSi, IEBAS, UCL, IAE, IPR, JU, UCB, UC) involved in the project have long-lasting collaboration activities. The groups have the needed competences covering physics as well as medical issues.  This makes an efficient transfer of knowledge between the teams absolutely essential. We will establish links between groups, based on complementary competences. Knowledge transfer will be obtained with a reciprocal exchange of young and senior researchers. The obtained results will be transmitted to all involved groups.""
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 2020 proposal for the project 'Innovative digital watermarks and green solvents for the recovery and recycling of multi-layer materials'.

assistant: **Objectives**

This 36-month Sol-Rec2 project targets the development and implementation of ground-breaking strategies for improving the sorting, separation and recycling of pharma blister packs and laminate consumer packaging waste consisting of multiple layers of polymers and aluminium. Innovative digital watermark technologies will be further developed and progressed to TRL6 through successful demonstration of rapid and efficient sorting of multi-layer packaging.  Experience from working in the field of ionic liquids will be leveraged to develop a toolbox of novel green solvent systems (TRL5) that can delaminate multi-layer packaging material and selectively dissolve target polymers – reducing demand for virgin raw materials through efficient separation and recovery of high purity PE, PP and PVC polymers and aluminium. Socioeconomic and environmental benefits of Sol-Rec2 will be established through detailed life cycle analyses. An exciting consortium of SMEs, research organisations and universities from 6 EU countries has been established, consisting of IPM2 (FR-SME), Aimplas (ES-RTO), FiliGrade (NL-SME), TWI (UK-RTO), University of Leicester (UK-UNI), Solvionic (FR-SME), Plastigram (CZ-SME) and Mikrolin (HU-SME). Partners bring a wealth of experience to the project covering plastic waste collection and sorting, digital watermarks, ionic liquids, polymer dissolution, recycling of multi-layer materials, reuse of polymers, eco-design and life cycle assessments. Generated knowledge will help to accelerate innovative recycling within Eastern Europe and reduce the complexity of multi-layer materials, leading to the design of more sustainable laminate packaging. Sol-Rec2 will deliver sustainable production of high purity polymers and aluminium – providing recyclers with a valuable income
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 Sixth Framework proposal on 'Construction of a DNA CHIP for the identification of marine fishes, their eggs and larvae in European waters'.

assistant: **Concept**

DNA chip is a new technique in molecular biology, which has innumerable applications. The proposed project an interdisciplinary research involving DNA Chip technology and Marine Science. The objective of this project is to implement DNA chip array hybridization for identification of fish species, their eggs and larvae.The ribosomal DNA (rDNA) of vertebrates is composed of three coding regions (18S, 5.8S and 28S) which evolve at relatively slow rates, external and internal transcribed spacers (5' ETS, ITSI, and ITS2) which evolve at faster rates, and their intergenic spacer (IGS) which evolve at a very rapid rate. A hypervariable region of the IGS has been identified just 3' to the 28S, which exhibits length variation in all salmonid species.This aspect of D NA sequence variation of the IGS and ITS is taken into consideration for this study. At first the nucleotide sequence of the rDNA of 50 commercially important marine fish species found in the European waters, mainly the species belonging to the Cod, Haddock, Whiting, Sole, Hake, Eel and Herring will be cloned and sequenced.In the rDNA sequence the variable and hypervariable regions of each species will be identified and the species specific oligonucleotides corresponding to that region will be chemically synthesized and using them a DNA chip will be constructed and validated.The construction of DNA chip and the other related works will be done in European Molecular Biology Laboratory in Heidelberg, Germany in Dr. Ansorg's group that has good number of publications, patents in DNA microarray and also conducting a yearly training program on DNA microarray.This technology has further use in Biodiversity research, Conservation studies, Population dynamics research, examination of adultered fish food etc. Undertaking 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: Draft an executive summary for the EU project 'Study of the use of the ESS facility to accurately measure the neutrino cross-sections for ESSnuSB leptonic CP violation measurements and to perform sterile neutrino searches and astroparticle physics' (ESSnuSBplus) targeting Horizon Europe.

assistant: **Abstract**

After the success of the H2020 ESSνSB Design Study proving the feasibility of the upgrade of the European Spallation Source to become, in addition to a neutron facility, also a very competitive neutrino facility, we propose here a study to reinforce and develop complementary features to this proposal in order to improve and widen the scientific and technological scope.The key objective of the H2020 ESSνSB Design Study was to demonstrate the feasibility of using the European Spallation Source (ESS) proton linac to produce the world's most intense neutrino beam concurrently with the 5 MW proton beam to be used for the production of spallation neutrons. After accomplishing all deliverables and the publication of the ESSνSB CDR, this is now fully demonstrated. With the present Design Study, it is proposed to take further steps towards its realization by introducing complementary studies and enlarging its scope by making studies on synergetic aspects of the project.The ESSνSB+ high-level objectives are to:• Study the civil engineering needed for the facility implementation at the ESS site as well as those needed for the ESSνSB far detector site.• Study the feasibility and implementation of a special target station for pion production and extraction for injection to a low energy nuSTORM decay ring and to a low energy Monitored Neutrino Beam decay tunnel, for neutrino cross-section measurements.• Study the low energy nuSTORM decay ring and the injection of the pions and muons from the special target station.• Study the low energy ENUBET-like Monitored Neutrino Beam decay tunnel and the injection of the pions and muons from the special target station.• Study the capabilities of the proposed setup for sterile neutrino searches and astroparticle physics.• Promote the ESSνSB proje
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 'Application of high density p/m gears for automotive gearboxes by densification of the surface layer (HIGH DENS)'.

assistant: **Objectives**

In order to improve its competitiveness, especially in relation to the USA and the FAR EAST, and to maintain its technological lead, the European car and gear industry is compelled to increase productivity of its manufacturing processes and to decrease the maintenance costs of the products still further. The project is densification of P/M gears by transverse rolling and the application of highly loaded P/M gears in automotive gearboxes. For this, material and technology development will be done. The investigations on gears include the tool and process design and the tool production for the compaction and sintering as well as for the densification process of the compacted gears by rolling. The result of the project will be technological material and process conditions for the densification of P/M gears and roll stressed components in mass production.
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 'Sofc Apu For Auxiliary Road-truck Installations' (SAFARI).

assistant: **Concept**

SAFARI aims to design, optimise and build 5 100We SOFC stacks, and to integrate then into 2 truck cab power systems comprising both rapid heating planar SOFC from ALM and microtubular SOFC from ADE, together with a battery and appliances found in a modern truck manufactured by IVECO.  Additional components of the system are a gas processor to clean up the molecules from liquefied natural gas (LNG) plus other equipment for Balance of Plant (BoP) and heater/chiller.  All these components will be constituents of a fuel cell unit which will first be tested in the lab and , after further miniaturisation, in a truck platform.  SAFARI is primarily focussed on trucks at HAR who run a fleet of LNG trucks, but the project will also consiser other options including buses and delivery vehicles using LNG.  Trials will be undertaken in the UK especially  to comply with approvals for codes and standards, as well as assessing the economic fleet potential.  LNG was selected as the fuel because it is increasing in importance for trucks across the EU, with lower costs and much lower emissions than diesel trucks. Also, LNG is widely available throughout the EU with long-term supplies guaranteed for the next two centuries.  The SOFC was chosen because it can operate readily on LNG, while providing low emissions, low noise and good heat/chilling available. In addition it is modular with potential for extending truck applications.  The main benefit for the truck maufacturer is reduced emissions fom LNG boil-off.
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 'On-line adaptive classification for multi-class EEG-based brain-computer interfaces' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

The two main objectives of the proposal are: - The study of man-machine interaction for the design of an appropriate online adaptative BCI - The development of an automated adaptive multiclass BCI using the results of the aforementioned topic for a high in formation transfer rate.They will be achieved:- Designing different automated adaptive BCI systems with different types of adaptation according to the analysis and assessment of the man-machine interaction (long-term changes, such as learning) with the aim to design a BCI which adapts where and when it is required.- Applying different feature extraction methods, which describe the classes of the system, focusing adaptive feature extraction to deal with short-term non-stationarities.- Using different adaptive classifiers to deal with long-term non-stationarities.The increase of classes will increase the dimensionality because more features will be necessary to describe them, but also the information transfer rate. This expertise is important in BCI research and the same techniques can be applied in related research areas (EEG analysis or fMRI analysis). The applicant is expert in online adaptation of statistical classifiers; she has much experience in univariate adaptive autoregressive parameters and band power estimates.The project will extend her knowledge to SVMs, which are also very powerful methods used in BCI research, with the aim of online adapt them. The application of the signal processing methods used in FIRST IDA will diversify her training in the feature extraction part. The knowledge acquired will be of great impact in her future career as well as in the development of BCI in Spain.Acquired training can be applied to analyse fMRI and EEG. Furthermore the machine learning and signal processing techniques t
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 'Improvement of the hygienic quality of raw milk, cheese made with raw milk, meat and meat products based on a new microbiological standard, the bifidobacteria.'.

assistant: **Objectives**

A new methodology is developed using bifidobacteria for improving hygienic quality of raw milk, raw milk cheese, meat and meat products. Bifidobacteria represent one of the major bacterial groups in the human as well as the animal intestine. It was also shown that Bifidobacterium species originating from human are different from those originating from animal. This methodology will quantify and identify at species level the bifidobacteria isolated from food and environment. This will(i) indicate the source of contamination (raw material, personnel)(ii) ensure traceability of the contamination along the entire food processing chain from raw material to food product.The development of molecular methods as Polymerase Chain Reaction (PCR) will enable the use of this test in routine diagnostic during food processing. In conclusion, a modification of the European directives 92/46 and 94/65 concerning the microbiology of these food products will be proposed.
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 'MicroSwiss: Affordable Add-On for Polarization, Lifetime, & Super-Resolved Imaging and Tracking' (MicroSwiss) under Horizon Europe.

assistant: **Objectives**

MicroSwiss aims to develop and validate a plug-and-play microscopy add-on that enhances fluorescence microscopy by combining super-resolution imaging, fluorescence lifetime multiplexing, molecular orientation analysis, and high-speed single-particle tracking into a compact system. This innovative approach overcomes key limitations of current imaging techniques, including hardware complexity, high costs, slow acquisition speeds, and restricted molecular orientation tracking. Addressing these challenges makes high-resolution imaging more accessible to the broader scientific community. The project will first focus on prototype development, integrating a polarization-sensitive prism system, a SPAD-based fluorescence lifetime extraction module, and novel algorithms into a functional imaging system with custom software. This system will enable molecular tracking and fluorescence lifetime analysis, providing researchers with new capabilities to study dynamic biological processes at nanometre resolution. Next, the project will demonstrate the effectiveness and robustness of the add-on across different biological systems and experimental conditions. Benchmarking experiments will evaluate aerolysin pore formation dynamics, molecular diffusion, and orientation-sensitive imaging in varied membrane environments. Planned validation experiments will establish MicroSwiss as a versatile and reliable tool for studying protein assembly and molecular interactions. Beyond technical validation, the project will assess commercialization potential, including market positioning, IP strategy, and business development. Collaboration with EPFL’s Enable program and industry partners will support the transition from prototype to minimum viable product. By the project’s end, MicroSwiss will have reac