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 'The most accurate, actionable and user-friendly AI-econometrics powered tool to optimise pricing strategies in the Consumer-Packaged Goods sector' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Product pricing is the most critical element for FMCGs and CPGs companies, but it is very complex to optimise them due to the high number of factors involved and their interrelations.When defining prices for their products (SKUs) CPGs need to consider price elasticity, cross-elasticity, cannibalisation, competitors' pricing strategy, etc. Additional complexity comes from customers’ micro-segmentation, type of retailer and channels. In addition, prices move on a daily or weekly basis. As consequence, fixing the right price for products has become a major challenge for FMCGs/CPGs companies. The problem is so complex that current state-of-the-art reaches accuracies around 60%-70% in demand prediction. ATHENA 2.0 integrates cutting-edge research in AI, big data and econometrics (AI research in collaboration with Stanford and approved by IEEE) and applies it to demand prediction and pricing optimisation reaching unprecedent levels of accuracy (>90% and up to 98%); Two patents have been requested to protect the core of Wise Athena. In addition to much higher accuracy, Wise Athena provides actionable results. The service is affordable, easy-to-use and does not require integration with the CPGs. Nowadays, our solution consists in the combination of +50 software modules (12 AI modules to model main econometrics variables and 40 interconnection modules that model their interrelations). Thanks to our outstanding performance Wise Athena was selected by SAP.io in October 2017 among +2.000 candidates as one of the 10 most innovative start-ups exploiting AI;After almost one year of market validation, we have reached +100k€ MRR in Sep‘18 and 0% churn rate, setting the basis for the next upscaling phase. This project is a fundamental piece in our scale-up and growth strategy since it wi
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 'Overcoming Barriers and Efficiency Limitations in Secure Computation' to be submitted under Horizon Europe.

assistant: **Abstract**

Over the past few decades, our use of networks such as the Internet underwent a complete transformation: the data that we send over the network is now routinely used in computations by third parties. This creates a considerable threat to our privacy, as we witness countless data breaches and companies selling our private data.The aim of secure computation is to solve this problem. It studies the design of methods for computing on sensitive data without compromising confidentiality. Secure computation has been firmly established as one of the most promising approaches to reconcile the use of data-driven algorithms with the necessity of protecting our privacy. It has spurred a considerable research effort in the past decade, which has witnessed the emergence of new models, such as the models of secure computation with silent preprocessing (introduced by the PI), and of non-interactive secure computation.While these silent and non-interactive features are fundamental for the deployment of secure computation over large networks, current protocols suffer from important downsides which make them entirely impractical in real-world scenarios:- They scale poorly with the number of participants and cannot be used over mid- to large-size networks.- They either require many rounds of interaction (hence are impractical over high-latency networks) or trade non-interactivity for huge computational costs.- They induce a large communication overhead compared to executing the computation on the clear data.- They are often based on exotic cryptographic assumptions, whose security is not yet well-understood.The aim of the project OBELiSC is to explore the current limits of silent and non-interactive protocols, and to introduce new methods for overcoming the remaining barriers. The long-ter
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 'Natural risks assessment harmonisation of procedures, quantification and information'.

assistant: **Concept**

Mediterranean countries are subject to frequent and different natural catastrophes which pay a high toll in terms of economic loss and human life. Since some tens of years EU countries are trying to mitigate the effects of these events mainly by means of prevention. Scientific progress in natural risk assessment and mitigation has increased the capacity of public administration to cope with high risk deriving from volcanic and hydro-geological events, to use satellites for short term prediction of meteo rological events and floods, to work out, refine and enforce seismic EUROCODE 8. Several research project have been supported by EU Framework Programs. In all these cases risk assessment and managing have been approached individually for each risk typolog y and, often, differently even for a same typology in different countries. The consequence has been that the deliverables produced for different types of hazard are often not comparable and different deliverables for the same hazard types are produced i n different countries. The need of harmonisation of terms and procedures has been stressed out in different EU MEDIN and UN Workshops. The aim of this project is to contribute to harmonise the risk assessment procedures and indicate ways to quantitative evaluation of hazard and risk levels through a two years long programmed series of Workshops, seminars, meetings, formation and educational activities which involve scientists, administrators and insurance experts who have been actively working in risk a ssessment problems in the latest years. Regions of South Italy, Greece and France will be used as test cases. The project is divided into 4 WP, dealing with: (1) Dissemination, comparisons of results and harmonisation, (2) Risk evaluation for land, urba n planning and eme
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 'Carbon Risk Real Estate Monitor - Framework for science based decarbonisation pathways, toolkit to identify stranded assets and push sustainable investments' (CRREM) targeting Horizon 2020.

assistant: **Abstract**

The overall objective of the Carbon Risk Real Estate Monitor Project (CRREM) is to accelerate the decarbonization and climate change resilience of the EU real estate sector by providing appropriate science-based carbon reduction pathways at property, portfolio and company level. Furthermore a framework for financial risk assessment to cost-effectively manage carbon mitigation strategies will be delivered. CRREM aims to integrate carbon efficiency and retrofit requirements into investment decisions by evaluating and clearly communicating the downside financial risks associated with a low energy performance and quantifying the financial implications of stricter regulatory environment regarding carbon intensity on the building stock (so-called risk of stranded-assets).The poor energy efficiency of existing buildings and the still low refurbishment rates in virtually all member states are among the major risks for the sector, as many assets will become „stranded“ properties that will not meet future energy efficiency standards or whose required energetic retrofit will not be financially viable. CRREM will produce clear Science Based Targets for the sector, a tool/framework to assess risk and qualitative reporting templates, which will contribute to accelerate the decarbonisation of the EU building stock to „2-degree-readiness“.CRREM will apply a sectoral decarbonization approach to downscale EU’s carbon reduction commitments (INDCs) to the Paris Agreement to sector and building level. The project will also provide investors with reliable risk assessment tools to promote more awareness for the need of climate risk management on corporate level. The project will also support the assessment of the financial, regulatory and administrative barriers for investment and how to 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 Fifth Framework proposal on 'Training network for national contact points, with special focus on newly associated countries'.

assistant: **Concept**

Since 1999 there are now 11 newly associated states that can participate in the 5th Framework programme. The number of research projects submitted in the June and November 1999 deadlines for the Quality of Live" programme with participants from these countries was very low. In total only 1447 participants from the 11newly associated states. The aim of TRAIN-NET is to raise the number of participants from the newly associated states by supporting the National Contact Points (NCP) of these countries. To achieve this aim 2 training workshops will behold. In addition a survey of the research landscape of the participating countries will be provided and also a survey to: the NCP service and structure will be given. The envisaged results are, better service for the researchers through better-trained Naps, an overview of the European research landscape and a description of the Naps and how their service can be best exploited."
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 Horizon Europe proposal on 'Quantum Control of Ultracold Molecules By Electric Fields'.

assistant: **Concept**

The study of molecular collisions at the lowest possible energy has emerged as an exciting research frontier. At low energies the wave-character of matter leads to exotic scattering phenomena that reveal the fundamental mechanisms of molecular collisions. Crossed beam methods are ideal to probe collisions with the highest detail, but the lowest energy currently achievable is not sufficient to fully harvest these possibilities. Building upon my recent breakthrough in state-to-state merged beam scattering at record-low energies, the aim of this project is to reduce the currently attainable collision energy by another 2-3 orders of magnitude by combining Stark deceleration, merged beams, laser cooling and velocity map imaging. Using two distinct systems that are characteristic for a large class of molecular interactions, I will measure hitherto unexplored quantum features in the state-to-state integral and differential cross sections. For atom-molecule systems, I will measure scattering resonances and image how the resonance region dominated by a few partial waves evolves into the pure quantum regime where only a single partial wave remains. For collisions between dipolar molecules, I will experimentally study a peculiar self-polarizing effect, probing fundamental features of the long-range dipole-dipole interaction that can be steered from attractive to repulsive. For both systems, I will manipulate the cross sections using external electric fields, and study how the partial waves transform during the collision. The proposed research program will directly visualize how molecular collisions transform from hot into ultracold at the full quantum mechanical level, providing excellent tests for quantum theories of molecular interactions. It will bridge the gap between the ultr
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 Horizon Europe proposal on 'Delineating the boundary between the computational power of quantum and classical devices'.

assistant: **Concept**

This project sets out to assess, make use of and verify the computational power of realistic quantum devices. It comprehensively identifies quantum simulators and paradigmatic quantum devices that are computationally superior to classical supercomputers, based on presently available or plausible physical architectures. In doing so, it explores the fine line that discriminates regimes featuring a quantum advantage from ones that are accessible to efficient classical simulation. This naturally two-pronged approach is on the one hand concerned with (1) novel classical simulation tools for seemingly deeply quantum prescriptions and with identifying limitations of variational approaches and quantum simulation schemes. On the other hand, (2) it identifies new practically minded applications of quantum devices that exhibit a computational speed-up over classical machines, with potentially game-changing applications emerging  for learning tasks. To achieve this goal, it digs deeply into computer science that provides sophisticated tools of computational complexity and of machine learning, and is instrumental in devising methods for the classical simulation of intricate quantum problems. At the same time, it draws on the physics of complex systems. This proposal suggests an interdisciplinary effort by bringing together ideas of quantum information, condensed matter physics, complexity theory, machine learning, tensor network theory, and methods that are unusual  in this context  such as signal processing. Individually, each objective substantially advances the respective field, but it is their combination that will permit a true breakthrough by delineating the delicate boundary between quantum and classical computations of synthetic quantum devices.


**Keywords:** Near-term qua
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 'Sustainable developement of European life lines' under Fourth Framework.

assistant: **Concept**

Executive Summary Two European Life Lines presently under discussion shall be mapped by remote sensing techniques. Advanced image interpretation and classification techniques shall be used and adapted to the specific needs of recognizing detailed wetland characteristics in the Drava -Mura river project (Austria, Hungary, Kroatia) as well as for protection of the Spanish Canadas. Work shall be performed by a complementary team of local experts in Spain and Austria together with Dornier's Earthobservation Data Service (EDS) in order to prove the benefit of remote sensing for environmental planning and support of decision makers in planning, implementing and monitoring European Life Lines.
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 'Automated high resolution water sampler for environmental monitoring' in the context of a Horizon 2020 call.

assistant: **Objectives**

A new automated water sampling technology was developed under the ERC Consolidator Grant STEEPclim with the potential to revolutionize environmental monitoring worldwide. A changing climate and growing scarcity of water strongly increase the need of reliable standardized and highly automated environmental monitoring, thus creating a growing market for our innovative solution. Our first prototype successfully operated under field conditions. Now we seek funding to further develop this device and explore commercialization pathways.  Today, rain water, river discharge and climate are monitored routinely with high temporal resolution using quality sensors, but no adequate automated technology for obtaining representative samples for laboratory grade analysis is available for weather services, hydromet offices, chemical industry or research institutions. So far taking, preserving and analyzing samples from natural waters is meticulous, labor intensive and expensive. Isotope signatures in water are ideal tracers of processes in the water cycle.  Stable isotope analysis of precipitation can identify changing atmospheric circulation patterns and the origin of groundwater. They can also be used for the reconstruction of paleoclimate from ancient waters locked in geological archives. The analysis of fruits, food and drink products, of drugs, explosives and human remains is used to identify their regional provenance. For this purpose a robust understanding of the modern distribution of isotopes in space and time is indispensable. The autonomous and robust sampler introduced here is designed to fulfill the high demands on sampling and storage for isotope analysis. It is portable, has low power consumption and can be accessed remotely for maintenance and to adapt the sampling protoc
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 'Zero-carbon Ship-to-Grid Optimizer', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The ship-to-grid (S2G) service enables bidirectional energy flow between wind energy conversion systems (WECS) and electric battery storage systems in electric ships (ESs) via floating charging stations. The main objective of the project, Zero-carbon Ship-to-Grid Optimizer (CS2G), is to innovate an optimal ship-to-grid dispatch approach. Since the wake effect (WE) causes wind speed deficits in wind turbines for spatially heterogeneous floating charging stations, time-varying WE conditions should be considered in CS2G to coordinate ESs and to achieve 100% charging from WECS for zero carbon emissions. In this project, we focus on two key research objectives: (i) accurately model cell voltage and thermal constraints, and the corresponding life-cycle aging cost quantifications for battery dispatch solutions based on electrochemical-thermal-aging dynamics; (ii) formulate a CS2G dispatch model to charge ESs with wind energy between spatially heterogeneous floating charging stations under time-varying WE conditions and get solved by a decentralized optimization approach with superior computational performance. The outcomes of this project can contribute to the decarbonization of maritime transport in EU and support Sweden to develop world's leading climate-smart ports.The CS2G project will be executed by an experienced researcher. The researcher will cooperate closely with a supervisor with a deep background in Power System Infrastructure Asset Management and Plug-in Electric Vehicles Optimization. The beneficiary will also benefit from the researcher's working experience in Canada, which has a strong research group in battery dispatch optimization. This project also fits the Horizon Europe missions and can help achieve the 2050 climate-neutral goals of the EU and the Sustaina
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 'Bacterial chassis for treating ventilator-associated pneumonia (VAP)' (VAP).

assistant: **Concept**

Among 65-80% of human infections are associated to biofilms, especially in respiratory infections or those associated with catheters. Endotracheal tube (ETT) biofilm is related to the development of ventilator-associated pneumonia (VAP), which occurs in 9–27% of all intubated patients. Those ETT-biofilms are mainly formed by Pseudomonas aeruginosa and/or Staphylococcus aureus, forming a protective barrier against antibiotics and the host immune system. The consequence of VAP is chronic inflammation resulting in slow but continuous decrease of lung function, which is the primary cause of mortality of patients at hospital wards, and is also associated with increased hospital morbidity; duration of hospitalization and consequently health care costs.Engineering bacteria to deliver locally therapeutic agents or to present antigens for vaccination is an emerging area of research with great clinical potential.  Up to date, an attenuated BCG strain, used for prostate cancer vaccination, is the only example of a living bacteria used for human therapy. However, there are several studies worldwide at preclinical stage addressing the use of engineered bacteria for human therapy.We suggest here to test a non-pathogenic chassis of the mild human lung pathogen Mycoplasma pneumoniae, engineered to dissolve biofilms of S. aureus and P. aeruginosa for the treatment of VAP. The specific objectives of this proposal are: First, to confirm the safety of our bacterial chassis in the lung of animal models (mice and pigs). Second, to test the capacity of our engineered chassis to eliminate bacterial biofilms formed in endotracheal tubes and in mice models of biofilm formation. Success in both objectives will open the way to test our chassis in pig models of VAP as a first step towards its appli