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: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Automated system for packaging fresh meat with reduced waste/giveaway, processing time, human involvement and contamination'.

assistant: **Objectives**

Automeatic is a one stop, fresh meat horizontal slicing and packaging solution, especially for large scale poultry processors facing challenges in process efficiency and meeting retail standards. The current horizontal slicing methods give equal slice thicknesses, making it difficult to achieve precise packed weights required by supermarkets/retailers. This leads to giveaways + waste of up to 10% of the product processed. Moreover, 80% of packaging industry uses the manual process, which is slower, has higher labour costs and risks (human error, safety and hygiene). The alternative pick-and-place robots for packaging are expensive and damage thin slices (<8mm.)  Automeatic is a modular line solution comprising a controlled weight horizontal slicer (AutoMS) and an automatic tray-filling machine (AutoTFL) that will facilitate uniform packaging of precise weights. It will maximise yield and efficiency, reducing hygiene and safety risks, labour costs and giveaways. Due to the savings accrued in these areas, our customers will be able to payback their investment in Automeatic in 8 months. It costs €750,000, with options to buy separate AutoMS and AutoTFL modules. We envisage a profit of €7,125 million from 2019-2023 from the sales. Our initial target is the mature poultry markets of Western Europe and North America where reduction in fixed weight, labour costs and manual handling are trending selling points. Our solution will impact EU and global large meat processors in this regard with savings of at least €100,000 per month. Our phase 1 technical feasibility study will cover the evaluation of the technical requirements for the final line, quantification of economic benefits, assessment of integration flexibility and configuration then the listing of the bill of materials.
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 'New Light On Dark Matter' to be submitted under Horizon Europe.

assistant: **Abstract**

Collisions of dark matter (DM) particles with nuclei or with themselves can be accompanied by the prompt production of (dark) Bremsstrahlung quanta or, in matter, by the emission of electrons. The latter is called the Migdal effect, and the former adds a dissipative process to DM self-interactions. Focusing on light, sub-GeV DM candidates, we will advance two fields of central interest to the particle physics community: the direct detection of DM in the laboratory and the DM-assisted formation of structure in the Universe.   The first goal is to put recent ideas of prompt photon and electron production in DM-nuclear scattering on firm and undisputable grounds. We do so by new detailed theoretical calculations for the target compounds of direct detection experiments and by devising experimental verification schemes through Standard Model analogs. The results will pioneer how we understand signal formation in DM searches and clarify the reach of state-of-the-art and future DM direct detection experiments. The second goal is to give self-interacting DM with dissipative channels an exact theory embedding. We will provide a new formulation of the Bremsstrahlung process that is exact to all orders in the colliding particle-pair interaction and spans all kinematic situations: soft- and hard-emission, quantum, and semi-classical. The results will apply broadly: from the Standard Model, to particle dark matter, to primordial black hole relics. Astrophysical implications and observational signatures will be established. The findings of these works will increase our chances of discovering DM in the laboratory and the skies and bring us closer in our quest to unravel its non-gravitational nature.


**Keywords:** dark matter direct detection, sub-GeV dark matter, dissipative dark ma
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 'Development of continuous catalytic nox reduction for lean burn cars' (KNOWNOX) targeting Fifth Framework.

assistant: **Abstract**

Decreased fuel consumption for vehicles is found when operating with large excess of oxygen, lean-burn. The main drawback is that it will increase the combustion temperature in the engine, enhancing the formation of nitrogen oxides (NOx): mainly nitrogen monoxide (NO) and nitrogen dioxide (NO2).This project will develop catalytic systems for continuous NOx reduction for Lean Burn cars through basic and applied research:- Improvement of silver on alumina and dual pore size zeolite catalysts.- Evaluation of denox promoting or inhibition effects due to fuel and exhaust composition.- Scale-up of catalytic systems from laboratory, through pilot to full-scale production.Successful catalyst will be tested at realistic conditions to show the potential to comply with the EU standards for emission.
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 impact statement for 'Orchestration of Renewable Integrated Generation in Neighbourhoods', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

We will develop a sophisticated intelligent ICT system for the management of energy in a community, and associated business models, focussed on the concepts of aligning energy demand with the availability of renewables-based supply, addressing community goals for cost, carbon footprint and other objectives.<br/>-<br/>The system will comprise algorithms for prediction of demand and supply, optimization of energy management actions, and continual control of all software and hardware elements across the energy network. The hardware basis will comprise smart meters in buildings, actuators for selected devices, one or more central servers, and an associated communications infrastructure. This system will be developed, and then installed and evaluated at three communities across Europe, namely:  Damanhur in Northern Italy, Tamera in Southern Portugal, and Findhorn in the North of Scotland.<br/>-<br/>In brief and in broad chronological order, the project's activities will be as follows:<br/>-<br/>(i) we will audit the energy network at our three validation communities<br/>-<br/>(ii) we will build numerical models of the three communities, and begin to develop appropriate business models for community-based energy management;<br/>-<br/>(iii) we will develop the various algorithms involved in the ORIGIN architecture, and specify the hardware and communications infrastructure required at each of the three communities;<br/>-<br/>(iv) we will install the ORIGIN system in each community, monitoring mode (before the algorithms are fully developed), and collect 12 months' energy usage data from each community;<br/>-<br/>(v) we will then install the full ORIGIN architecture at each community, beginning with a brief phase in which the system is installed at a selection of buildings 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: Write clear, measurable objectives and define the scope for the project 'Port_Of_Rotterdam.Com' (1998-2002) under Fifth Framework.

assistant: **Objectives**

Original research objectivesPOR.COM conducted a trial to prove the concept of utilizing intelligent information access and filtering (IIAF), including the use of agents. The trial is intended to show how IIAF can:- Improve access to Port of Rotterdam information concerning Shipping, Shippers, Support Companies, Logistics, services, products and SME's.- Enhance the competitiveness of a large number of companies operating from the Port of Rotterdam.- Improve employment prospects for the large number of workers who depend on the Port.- Provide a valuable aid to knowledge workers in the Shipping Industry.The business communities are characterized by a large diversity of sources and participants. One of the key activities in the project will deal with retrieving information from legacy systems and providing access to the information.Expected deliverables- To prove the concept of using Intelligent Information Access and Filtering (IIAF) technology to unite knowledge sources from a large group of related trades and companies for intelligent enquiry concerning Shipping, Logistics, Freight Handling and Port Services.- To adapt proven IIAF technology (Autonomy) to work with multi-provider information sources, multi-company knowledge bases, multi-standards, and multiple language media sources including text and graphics with associated meta-data.- To develop User Interface solutions for remote usage of IIAF technology by novice users.- To involve a large set of Rotterdam companies in a trial to prove the concept and engage them in a rollout plan for future exploitation of IIAF for business benefit.The project had a number of practical results:-the Port authority decided to adopt the technology in the future life environment for internal and external knowledge management and servic
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 impact statement for 'Scalable, trustEd, and interoperAble pLatform for sEcureD smart GRID', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The rapid evolution of ICT has revealed the potential for centrally monitoring, controlling, and optimising the power grid. In this context, a more intelligent, responsive, and efficient, system has been devised, known as the Smart Grid (SG). As explained in the EU Third Energy Package the SG will support a dynamic two-way information exchange between utility companies and their customers, contributing towards a smart and sustainable energy management in Europe and the establishment of a wiser energy consumption mentality. However, besides the benefits of such an endeavour, the power grid will be exposed to security threats inherited from the ICT sector, while privacy issues and new vulnerabilities, related to the specific characteristics of the SG infrastructure, will emerge. The problem is assessed as crucial, if we consider that a potential attack to the SG may lead to cascading failures, ranging from destruction of other interconnected critical infrastructures to loss of human lives. Thus, the development of a security platform tailored to the SG is required, that i) can efficiently manage the plethora of SG nodes, ii) deal with potential malicious hardware or software modifications due to the physical access of the customers to the SG nodes, and iii) operate over heterogeneous systems. Considering all the above, SealedGRID aims at bringing together experts from industry and academia from cross-sectorial research areas having complementary background with the long-term goal to design, analyse, and implement a scalable, highly trusted and interoperable SG security platform. The platform will combine, for the very first time, technologies like Blockchain, Distributed Hash Tables, Trusted Execution Environments, and OpenID Connect, while for its realization the SealedG
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 'MULTI-PURPOSE TOOL BASE FOR REMOTELY-OPERATED VEHICLES' (ROVS) under Fourth Framework.

assistant: **Objectives**

To engineer, manufacture and demonstrate by land, shallow and deep-water test in simulated and/or operating conditions one prototype Multi-purpose Tool-base for ROVs (MTR). The trials are to demonstrate its capability to carry out a number of underwater tasks, in deepwater, which are currently carried out by special dedicated equipment of higher capital and operating costs than the MTR. The system is conceived as :- one customised multi-purpose tracked tool base, with variable ballast capability,- a suite of specialised tooling modules dedicated to various underwater tasks,- one standard, free-swimming ROV of opportunity, providing all basic functions,- one dedicated lifting umbilical and winch.The ROV and MTR can be used as a free-swimming vehicle for routine intervention and underwater construction work. It provide a multi-function, mobile, stable, and powerful sea bottom work platform, capable of generating reaction forces as required to operate specialised tools used in trenching, pulling, point burial, dredging, and manipulative tasks.An informal market survey has been performed, indicating a potentially profitable market for trenching services in the 1500 m range.The MTR (Multi-function Tool base for ROVs) is an innovative concept of ROV-based, tracked, free-swimming, multi-function underwater vehicle. MTR is a system capable of being rapidly converted in a modular fashion to suit various mission requirements as demanded by the installation, maintenance and removal of hydrocarbons related systems, pipelines, energy and telecom cables, on the sea floor, in deepwater. The system is conceived as :- one customised multi-purpose tracked tool base, with variable ballast capabiity, interfacing, in a modular fashion, to a suite of specialised tooling modules dedicated to
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 'Joint Action for Multimodal Embodied Social Systems' to be submitted under Seventh Framework.

assistant: **Abstract**

The JAMES project (Joint Action for Multimodal Embodied Social Systems") aims to develop a socially intelligent humanoid robot combining efficient task-based behaviour with the ability to understand and respond in a socially appropriate manner to a wide range of multimodal communicative signals in the context of realistic, open-ended, multi-party interactions.<br/>To direct our research in JAMES, we will focus on five core objectives: (1) analysing natural human communicative signals, (2) building a model of social interaction, (3) extending the model to manage learning and uncertainty, (4) implementing the model on a physical robot platform, and (5) evaluating the implemented system.<br/>The work in JAMES will build on state-of-the-art results and techniques in seven areas: social robotics, social signal processing, machine learning, multimodal data collection, planning and reasoning, visual processing, and natural language interaction.<br/>JAMES will combine the analysis of human social communicative behaviour, the development and integration of state-of-the-art technical components, and the evaluation of integrated systems. Work on these threads will be interleaved: the results of the human data analysis will be used in the development of the technical components, while the robot will be used for further data collection and evaluation studies.<br/>JAMES will extend the state-of-the-art in social robotics by moving beyond one-on-one, long-term relationships to deal with more open-ended, multi-party, short-term situations. The research in JAMES will also increase our understanding of how humans use multimodal social cues to communicate and coordinate their interactions in task-driven, joint-action contexts. The individual technical contributions to the system component
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 'Use of chemical shifts data in the characterization of non native and partially folded states in proteins' (2002-2006).

assistant: **Innovation**

Non-native conformations of proteins have recently attracted considerable attention in molecular and cell biology. Bionformatics studies of complete genomes suggested that a fairly large fraction of the proteins encoded by the DNA of different organisms ma y contain unstructured regions in the cell. Partially folded states of proteins have also been associated with misfolding diseases, such as Alzheimer's, type II diabetes and the transmissible encephalophaties.In this research plan I propose to develop a strategy that uses experimental chemical shifts as a bias in computer simulations to determine the ensembles of structures corresponding to non-native states of proteins. Chemical shifts represent the diamagnetic screening on the atomic nuclei created by nearby electronic currents. They are relatively easy to measure experimentally by nuclear magnetic resonance (NMR) spectroscopy and they can be translated into structural information.The proposed method will be applied using recent experimental results about the partially folded states of alpha-lactalbumin and Staphylococcal Nuclease. A combination of experiments and simulations will be carried out in order to characterize the mechanism of folding and the free energy landscape of these proteins. It will also be possible to study of the effect of mutations on the structure of native and partially folded states of proteins. Planned applications will include a study of Bovine pancreatic trypsin inhibitor (BTPTI), the SH3 (drk) domain and Barnase.
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 'A molecular analysis of plant cell fate determination' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Research objectives and content  The primary research interest of this project is focused on characterising the molecular and biochemical details of the process of plant cell determination/differentiation. For that purpose I have been studying the trans-differentiation of Zinnia mesophyll cells into tracheary elements (TE) in culture medium. The point of determination, in which the cells irreversibly enter a differentiation pathway to TEs, has been experimentally characterised and can be controlled. This will be the reference point to use the cDNA-AFLP technique which will facilitate the identification and isolation of genes up- or down-regulated at the very early stages of differentiation as well as during or at the end of the process. The differentially induced cDNAs will be used further to study their role in the determination/differentiation process. This will expand into immunolocalisation and in ssitu analysis in cell cultures and in intact plants and to expression studies of key genes identified, as well as to obtain genomic clones. Training content (objective, benefit and expected impact) My current work with differential screening has already identified two genes of interest, a pectate lyase and a PRP, that are regulated early in cell determination. The new project will build on this secure foundation but will enable me to learn, develop and deploy the very new and powerful technology offered by cDNA-AFLP. It is ideally suited for this project and has not yet, to my knowledge, been used in this area. It offers a real chance to gain experience in this area which will benefit both partners in the collaboration as well as my own scientific career. Links with industry / industrial relevance (22)The identification of a large cDNA collection related to early events i