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 'Biosensors Using Graphene for Infection Diagnostics'.

assistant: **Innovation**

The World Health Organization has emphasized the importance of early and accurate diagnosis of bacterial infections. An ideal diagnostic tool would possess high speed, high throughput, accuracy, low cost and simplicity of use for the clinical laboratory or bed-side applications. Diagnostic tools that possess all these properties currently do not exist. To address this knowledge gap, in the BUG-ID consortium, seven European universities, one research institute, one hospital and six private companies have teamed up. Our consortium will train 15 doctoral candidates with skills in interdisciplinary research, spanning from nanotechnology and materials science to molecular microbiology, biochemistry, infection medicine to AI-based data analysis. Private sector participants will bring their full capacity to bear on intersectoral training, allowing doctoral students to forge links between science and innovation. At the core of the BUG-ID concept is the 2D nanomaterial graphene. Versatile surface chemistry, sensing capacity and possibility of integration with electronic and optical devices will be the key properties of graphene exploited by our consortium. Scientific challenges we will tackle will include the identification of suitable biomarkers for infection in complex environments (background of bacterial commensals), structural engineering of appropriate receptors for identified biomarkers, functionalization of graphene sensors with the receptors and their integration into functional sensors, miniaturization of sensor technology and optimization of complex signal readouts using machine learning techniques and explainable AI. To pave the way for building such game-changing technology, BUG-ID doctoral students will have to work together as a team, drawing competence from dista
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 'Roto-Hybrid Process® Cylinders for Green Gravure Printing' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The Green Gravure project aims to bring to the market the state-of-the-art Roto-Hybrid Process which combines two novel pre-press gravure printing cylinder process technologies; Hybrid Cylinder technology to enable size variable printing cylinder production and a Diamond-Like Carbon coating process to replace chrome plating and other electrolytic processes like copper or nickel plating. The Roto-Hybrid Process provides a unique solution to help address key challenges facing the global gravure printing industry, enabling faster, more cost effective and environmentally friendly cylinder production and processing to help strengthen the competitiveness and sustainability of Europe's gravure printing industry. Through the collaboration of the Green Gravure project partners, this FTI Pilot project will advance the Roto-Hybrid Process to market, developing a final prototype system in an operational environment (TRL 8) and through trials with end users, the partners will demonstrate the key benefits of the solution and the business opportunity which is supported by comprehensive market and competitor analysis and a robust business plan. In cooperation with a number of cylinder engravers and gravure printing firms already engaged with the project partners, the added value this project will demonstrate within the global gravure market will attract further interest from target users, which will enable the technology owners within the consortium to establish joint ventures and licensing deals for wider market uptake and to boost global market penetration and turnover for the benefit of all industry partners involved in this 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: Describe the specific objectives and expected outcomes for 'Avantis STructural Rod Adjustment SYstem' in the context of a Horizon 2020 call.

assistant: **Objectives**

The aim of the project is to design, define, realize and test one prototype of adjustable length structural rods that can withstand high loads encountered in the aeronautical field.Two overall concepts will be studied and one of them will be retained for the prototype.First solution consist to reinforce existing adjustable rods locally by welding titanium threaded inserts in order to support high loads and avoid fatigue problems.The second solution consists to invent a welded assembly method and the associated tool in order to complete the manufacture of rods on the aircraft during integration phase.During this project, the AVANTIS Company, specialized in innovative aeronautical design and ARMINES laboratory will take the required measures to evolve from first ideas to the final demonstrator and to upgrade the technology readiness level (TRL) from 2 to 4.
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 'Development and use of a novel Xenopus model to study functional lymphangiogenomics' under Sixth Framework.

assistant: **Concept**

The aims of this proposal are to study how lymphatic vessels grow in health and disease, and to identify and characterize novel candidate genes of lymphangiogenesis important for human disease and possible targets for drug development of lymphatic disorder s. This will be achieved by performing functional lymphangiogenomics. First by using Xenopus laevis tadpoles, a novel model organism to on a large scale and rapid pace study lymphangiogenesis, the function of genes of interest (selected by micro-array profiling) will be studied via genetic manipulation (RNA/DNA over expression and morpholino knockdown).The most promising lymphangiogenic candidates will then be knocked down in the mouse and their role in health and disease will be studied as well as their molecular mechanisms in vitro and the therapeutic potential for treating lymphatic disorders in vivo.
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 'Management and exploitation of solar resource knowledge' (MESOR), addressing dissemination and exploitation.

assistant: **Impact**

Knowledge of the solar energy resource has been generated over the past years within several European and national projects. Large steps forward have been made for the benefit of research, renewable energy industry and the environment. Nevertheless, these multiple efforts have led to a fragmentation and uncoordinated access: different sources of information and solar radiation products are now available, but uncertainty about their quality remains. At the same time, communities of users lack common understanding how to exploit the developed knowledge. The project MESoR aims at removing the uncertainty and improving the management of the solar energy resource knowledge. The results of past and present large-scale initiatives in Europe, will be integrated, standardised and disseminated in a harmonised way to facilitate their effective exploitation by stakeholders.
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 'From Mathematical Logic To Applications'.

assistant: **Objectives**

Mathematical logic is a rapidly-developing subject with sophisticated techniques and many applications in algebra, geometry, number theory, analysis, and computer science. Even though the branches of logic share vital concepts and techniques, in recent years increased specialism has meant that most researchers are trained in just one branch of logic, and there is a need in Europe for researchers who have an overview of techniques from logic. To meet this need, this project will provide a broad training for early stage researchers across the main areas of mathematical logic and its many applications. 18 early-stage researchers (ESRs) will be trained for 36 months each, and a further 20 ESRs, undertaking doctoral studies elsewhere, will be appointed for 3--6 months each. Doctoral research projects for ESRs have been prepared in model theory, aspects of complexity theory (proof complexity, finite model theory), proof theory, computability theory, set theory, and real valued logics. Network-wide training will be provided through three 7-day training workshops, two 3-day and one 5-day research workshops, and a 5-day final conference. Some secondments of ESRs, and short ESR appointments, will be coordinated around a special semester in model theory in Lyon, and a later one in logical aspects of complexity theory in Prague. Complementary training is provided by the hosts, and through the training workshops. The network consists of 8 full partners, each a major logic group with strength in more than one branch of logic and experience in the training of early stage researchers, and each based in a major European university. The partners have been chosen to complement each other in strengths, and together to cover most branches of mathematical logic. In addition to the 8 full par
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 'Exploring the impact of social mobilization on cooperation in community-based natural resource management systems: Insights from water conflicts in Spain and Mexico' in the context of a Horizon 2020 call.

assistant: **Objectives**

Environmental conflicts and related social movements can, under some conditions, help to improve the management of natural resources at local levels; we do not know yet, however, what those conditions are. This project uses social movement and common-pool resource theories to address this gap. For this purpose, the project builds on the work of environmental justice scholars pointing to the uniqueness of socio-environmental movements that involve the participation of local resource-dependent communities. This is a project of substantial policy relevance. Environmental justice conflicts are an endemic phenomenon in our societies, with more than 1200 instances registered across the world. Many of those conflicts have great potential to improve natural resource management or just the opposite depending on how they are treated. Most importantly, there is an international consensus about the benefits of decentralized management and community stewardship for socio-ecological sustainability; however, such stewardship faces problems of cooperation and institutional failure. The study will shed light on the role of social movements in helping communities with these problems.Objectives and methods of the project include: 1) a meta-analysis of environmental justice movements in Spain and Mexico to explore variation in movements’ activities and membership across environmental and governance contexts; 2) a comparative case study of irrigation communities in the Yaqui and Ebro valleys (Mexico and Spain) to explore whether the impact of social mobilization on cooperative management varies depending on the type of leadership and discourses used to mobilize communities, the mobilization activities, and the movements’ membership; 3) a new model that integrates mobilization and cooperatio
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 'Integration of single-cell multi-omics data across space and time to unlock cellular trajectories' to be submitted under Horizon Europe.

assistant: **Abstract**

The introduction of high-throughput single-cell sequencing has produced a flood of data at the resolution of the single cell, including spatiotemporal information and different molecular facets of a cell, a.k.a. multi-omics. Their integration through MultiModal Learning (MML), aimed at combining multiple complementary views, offers great promise to understand the spatiotemporal phenotypic evolution of a cell and its molecular regulators. However, integrating multi-omics data across space and time is a huge computational challenge requiring radically new MML approaches.MULTIview-CELL will infer multimodal spatiotemporal phenotypic cell trajectories by combining back-translation, to allow the unsupervised dimensionality reduction of multimodal data, with a new Optimal Transport distance, allowing the spatiotemporal pairing of cells (Aim1). MULTIview-CELL will then pinpoint the molecular regulators of such trajectories by combining new Graph Convolutional Networks with topological evolutions and Heterogeneous Multilayer Graphs, allowing the integration of graphs inferred from multimodal data (Aim2). Finally, all developed methods will be implemented in open-source software, with an emphasis on GPU-friendly scalable computations, a unique feature among existing single-cell tools (Aim3).These core contributions will impact Machine Learning, but more importantly, will have profound biological implications. The application of the tools developed to cutting-edge single-cell data from muscle stem cells will lead to new biological hypotheses on their heterogeneity and crosstalk, to be validated through wet-lab experiments (Transversal Tasks). In addition, by allowing to answer longstanding questions on the spatiotemporal phenotypic evolution of a cell, MULTIview-CELL will catalyz
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 'NEW CLINKER COOLER'.

assistant: **Concept**

The aim of the project consists in replacing an existing cooler in a cement plant having a capacity of 1200 TPD with a new clinker cooler. The new cooler features two main innovations, the mechanical flow regulator and the cross bars for conveying the clinker. These innovations improve the thermal efficiency and eliminate wear on grate plates.
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 'Exploiting yeast cell wall for high throughput screening of antimicrobial agents' (EUROCELLWALL).

assistant: **Innovation**

The main objective of this proposal is to exploit the molecular knowledge ofSaccharomyces cerevisiae cell wall for high throughput screening of antimicrobialagents. To this end, the activity of a consortium of 10 laboratories (one company, one SME and 8 public research institutes) will be to convert the molecular data unessential gene targets involved in cell wall cross-linking, remodelling and chitin pathways into assays amenable to drug discovery programs, and to apply genomics, proteomics and bio-informatics techniques to identify new targets through the characterisation of the cell wall compensatory mechanism which is triggered when cell wall is weakened by drug treatment, stress or mutation. The deliverables will be the production of assays for high throughput screenings, and the expected goal is to find novel ant fungal molecules acting on the designed targets.
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 'Incomaker - intelligent marketing management automation for SME' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

NetCampaigner was established as a Czech SME company by the group of experts with about 50 years of combined experience in marketing, small-business, and statistical data analysis. It develops Incomaker, an innovative marketing automation tool for SMEs that uses our artificial intelligence technology to suggest, plan and perform marketing management activities.Just 34% of SMEs use CRM, 14% use acquisition marketing, and 56% don’t measure their marketing performance. The quality of marketing processes and abilities among SMEs is typically far behind large corporations. The problem is that state-of-the-art marketing software is based on principles reflecting the needs of corporations. They usually have skilled marketing experts to plan marketing actions and the idea behind their information systems is to alleviate the workload and automate tasks. SMEs, on the other hand, are often lacking the advanced marketing expertise and hence conventional marketing information systems solve different problems and often can hardly help SMEs as they expect.Our Incomaker, a unique intelligent marketing system solves the problem the following way. The marketing must be information driven. Incomaker collects data from various sources, both internal and external and performs advanced analysis of it using marketing best practices and former knowledge gained by autolearning. The results are suggestions for marketing decision making and actions that could be directly confirmed and executed. As Facebook changed the way how people e.g. quickly publish their photos on the internet, Incomaker has the ambition to establish a new category of marketing software and to modify the way how SMEs perform their marketing. Incomaker can replace most of the work of marketing manager In SME. This way it coul
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 'Ultra Conductive Copper-Carbon Nanotube Wire'.

assistant: **Innovation**

The most common traditional materials used in electrical energy distribution systems are copper and copper alloys. Modern applications show an increasing demand for better heat and electric current carrying capacity at the level beyond copper base materials. Nanocarbon materials, such as carbon nanotubes and graphene have attracted attention due to their high electrical, thermal conductivity and exceptional mechanical properties.It would appear that combining copper with high performance nanocarbons towards composite materials could offer immediate solution to problems encountered currently. Copper nanocarbon composites could form the next generation of conductors, where copper contributes the benefits of electrical conductivity, whereas nanocarbon brings to this composite its low weight, flexibility, mechanical reinforcement and thermal management. Recent breakthrough in the chirality control of carbon nanotubes could contribute significantly to the electrical conductivity of these composite materials beyond the performance achieved by bulk copper conductors.The material and process costs required to achieve improvement of the overall performance of copper based electrical conductors, need to be compatible with large scale conductor manufacturing and overcome the issues such as the cost of the nanocarbons and the difficulty of scaling up the production processes.This proposal is aimed at developing a copper nanocarbon composite with significantly improved overall properties, including electrical, thermal and mechanical performances over bulk copper. The proposal also aims to develop production process that will be scalable to large volume manufacture.  A key breakthrough will be the development/modification of the continuous carbon nanotube fibre process originating fr
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 'Identification of essential fish habitats for commercial species in Coastal and protected areas (NW Mediterranean)' (IOEFH), addressing dissemination and exploitation.

assistant: **Impact**

The proposal will provide new information to document the value of some coastal and protected habitats to fishery production in the NW Mediterranean. Coastal areas contain several habitats, including seagrass beds, rocky substrates, soft AF, bottoms and coastal wetlands.The proposal will investigate the relative quality of each of these coastal habitats and will compare with offshore habitat. In addition to this, coastal habitats will be studied according to their protection (inside and outside a marine reserve). The relative quality of these habitats will be estimated for the first time by comparing condition indices of 6 commercial fish species captured in each habitat. An important tenet of all these comparisons is that high animal condition indicates high habitat quality. Condition indices are a measure of the energy reserves and the reproductive potential of fish.