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 the overall concept, methodology and approach for the project 'Intelligent Algorithm for M-Shop' (IA-M-SHOP).

assistant: **Concept**

The e-commerce market reached $1,5 Trillion by the end of 2014 at worldwide level. On the other hand, more and more people are just joining the Internet through their Smartphones. So the current e-commerce services will turn into m-commerce services in a few years.For this reason, EUROB has already developed M-SHOP (http://m-shop.io/), an innovative m-commerce platform. However, currently it lacks the integration of an intelligent algorithm for providing personalized offers, which could be key for differentiating the service from new competitors.In fact, there is no service available in the market specifically designed for Smartphone which already integrates real time personalized offers to their customers. In order to get a unique value proposition respect to competitors, EUROB has made some attempts to develop an intelligent algorithm based on the geo-location of the users, personal profile and preferences, or the purchases history. However, EUROB has found several barriers for the recruitment of an adequate candidate for developing the intelligent algorithm:1. Spanish people prefer to work for large companies than for a recent start-up like EUROB due to the false sense of job security. 2. EUROB cannot compete in salary level and job conditions to many European countries. Thus, the number of Spaniards who decided to leave the country for better job conditions has increased in last years, and the availability of the needed job profile is much lower.The main goal of this IA-M-SHOP project is the recruitment of a highly qualified specialist for developing the described intelligent algorithm for the m-commerce application developed by EUROB.


**Keywords:** algorithms, personalized recommendation, e-commerce, mobility
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 'Advanced modelling of ground improvement on soft soils' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

Soft soils have high compressibility and low shear strength. They include a variety of geological materials and can be found all around Europe. Sustainable development in Europe requires safe and economical design of structures constructed on soft soils an d this creates new challenges for geotechnical design. Construction on soft soils often requires utilisation of ground improvement techniques. These include preloading techniques, often combined with prefabricated vertical drains, and increasingly, various methods based on stiffening columns. The column elements can be produced either by mixing stabilising agents with the soft soil in situ (deep stabilisation), by forming columns of imported granular fill within the soft soil (stone columns) or by installin g piling elements that penetrate only partly through the soft soil deposit and do not reach a stiff soil stratum (creep piles). All these techniques offer an economical and sustainable alternative to more traditional construction techniques such as piling to a stiff soil stratum or removal of the soft soil. Most of the methods have been developed using an empirical approach and may have been adopted without full understanding of the underlying physical principles. Introduction of stiffening or modifying ele ments (i.e. columns or drains) into soft soils creates a complex soil-structure interaction problem. In addition, soft soils are complex non-linear multi-phase materials. Current design practices routinely rely on over-simplified one-dimensional methods, w hich are at best very crude and conservative (hence uneconomical), or at worst unsafe. The design would benefit from systematic numerical studies and the industry needs professionals trained to do such advanced analyses. The proposed research training netw ork
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 'The macroeconomic effects of microeconomic inaction'.

assistant: **Concept**

A large part of macroeconomics embeds some form of inertial behavior by firms and/or house- holds. Whether it is in price or wage setting, real or financial investment choices, saving or consumption decisions, some element of stickiness leading to inaction ranges in individuals’ choices (in prices, consumption, investment) is often included to reconcile the model with observed individual data. Yet the specific assumptions to model this inertia mostly reflect tractability concerns, while less attention is paid to consistency with observations at the micro level. This issue is important for macroeconomics because different frictions, generating the same individual stickiness, imply different size and persistence in the response of the aggregate economy to macro shocks. Depending on modeling assumptions, the aggregate effects of stickiness range from being negligible to being substantial.  We will propose methods so that the frictions will be structurally identified, and their consequences analytically explored.This project has two broad goals. The first one is to construct tractable macroeconomic models, based on individual behavior, that will yield substantial improvements in matching the patterns on the infrequent and heterogeneous adjustment recently documented in the micro data. In our structural models the micro evidence will serve as an  identification device for the proper modeling of the frictions faced by the agents. The second goal is to produce analytical tools to study the transmission of aggregate shocks (in money, interest rates, productivity, asset prices) in economies characterized by adjustment costs and cross-section heterogeneity. In particular, we will develop useful analytical methods to approximate the steady state behavior of an economy with stickin
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 'Veridi: AI-Powered Soil Biodiversity Analysis and Monitoring' (VERIDI), addressing dissemination and exploitation.

assistant: **Impact**

Soil health and biodiversity are essential for ecosystem functionality and food system resilience, as soil acts as the primary agricultural medium and hosts over 25% of the world's biological diversity. Yet, more than 60% of European soils are degraded due to unsustainable practices, causing significant biodiversity threats and ecosystem service losses, costing Europe over €50B annually.Strategic initiatives like the UN Biodiversity Conference agreement and the EU's Biodiversity Strategy for 2030 support the global importance of soil biodiversity, with substantial investments aimed at combating biodiversity loss. The EU Soil Health Law marks a major advancement toward sustainable soil management.Nematodes, with their diverse ecological roles, serve as excellent bioindicators of soil health. The current market trends in soil research, driven by increasing global awareness and stringent regulatory requirements, present significant growth opportunities, particularly in biodiversity metrics that can enhance agricultural practices and sustainability.Yet, nematodes pose identification challenges with traditional manual methods being labor-intensive and prone to errors. Innovations like DNA sequencing and big data analytics introduce new assessment methods, yet they contend with challenges such as high costs and extended processing times. At Veridi, the development of the Automated Soil Biodiversity Identification system merges nematology with AI, providing a transformative solution for accurately measuring soil biodiversity. This innovation will advance soil research and support sustainable farming and environmental management, driving market growth and opening investment opportunities in the growing field of soil biodiversity. With EIC support, we plan to optimize the hardwa
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 diagnostic test to improve surveillance and care of COVID-19 patients' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Coronavirus disease 2019 (COVID-19) caused by infection with SARS coronavirus 2 (SARS-CoV-2) has reached pandemic proportions with more than 7 million people infected and 0.4 million people killed worldwide. Death rates are accentuated by cardiovascular comorbidities and arrhythmias leading to unexpected major cardiovascular events. Being able to identify COVID-19 patients at risk of developing cardiovascular events leading to death would allow improving surveillance and care. Currently, there is no accurate method to predict outcome of COVID-19 patients. COVIRNA is a patient-centered Innovation Action aiming to satisfy this urgent and unmet need. COVIRNA will complete and deploy a prognostic system based on cardiovascular biomarkers of COVID-19 clinical outcomes combined with digital tools and artificial intelligence analytics (i.e. prediction model). Complementary expertise of 15 EU partners from the healthcare sector, academia, association and industry will allow conducting a large retrospective study on existing cohorts of COVID-19 patients. By upscaling the already validated and patented research use only FIMICS panel of cardiac-enriched long noncoding RNA biomarkers into an in-vitro diagnostic test (COVIRNA) adapted to COVID-19 patients, the project will quickly deliver a minimally-invasive, simple yet robust and affordable prognosis tool that can be used in the context of the current COVID-19 crisis as well as in further major health issues. By tackling the cardiovascular complications in COVID-19, known to contribute significantly to mortality, the project outputs are expected to have a major impact on the pandemic outcomes. The COVIRNA test will be CE-marked and prepared for commercialization, allowing to risk stratify patients, adapt therapies and to inform dr
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 'Key Inorganics for Spintronics and MagnetoElectrics' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Magneto-electric (ME) materials have been attracting considerable interest for their potential application in e.g. data-storage. Up to now, applications have been hindered by the weakness of the polarization generated by the ME effect. KISS-ME relies on the recent discovery by the host laboratory of inorganic compounds built on Low-Dimensional magnetic units. Dealing with 1D and 2D topologies carrying macrospins with large magnetization, they form the ideal playground for enhanced ME properties. The applicant proposes to quantify the ME performances on such phases and on new specifically-designed ones. This will allow to deduce the ideal chemical/structural/magnetic context for giant ME. It is a prerequisite for the prediction and synthesis of optimal multiferroics, limited so far by weak ME polarization and low temperature. Our multi-step strategy includes Design, Elaboration, Crystal Growth, Structural and Physical Characterization and theoretical modeling of relevant low-D ME.Concerning the host-available samples, source of inspiration, it concerns original inorganic compounds with remarkable magnetic properties, i.e. rare examples of low-D ferromagnetic compounds with incommensurate structures, large magnetic periodicities, inorganic single-chain-magnets, and 2D-Ising FM… Their structural topologies associated with strong and sizeable spin-orbit couplings (SOC) and original spin-flip-like transitions give all pre-requisites for enhanced magneto-electric (ME) couplings and electric polarization of magnetic origin (type II multiferroics). For the conception/Design of further compounds, we have to handle individual magnetic units and well adapted spacers, according to incremental magnetic dimensionalities. In pseudo-3D phases (i.e. isolated blocks), room temperature 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: Compose the 'State of the Art and Innovation' section for a Fourth Framework proposal on 'Inflation and boson stars'.

assistant: **Innovation**

The large-scale structure of the universe has been partially revealed by recent observations of cosmic microwaves from the Universe's distant past. The measured temperature variations over the sky provide a test of theories about the Universe's early history. The presence of particular forms of matter can produce a period of accelerated cosmic expansion (' inflation') which creates particular nonuniformities. It is important to determine if these patterns of nonuniformity are consistent with microwave observations, and to investigate whether they can also explain the clustering of galaxies in the Universe today. Possible varieties of inflation will be studied, precise theoretical predictions calculated, and compared with the microwave background observations. The matter fields producing inflation can also condense into compact star-like objects. The possible structure of these objects will also be studied and investigated whether they can explain the large amount of dark matter that appears to exist in the Universe.
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 'Innovative model and demonstration based water management for resource efficiency in integrated multitrophic agriculture and aquaculture systems' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The objective of INAPRO is to mobilise industry, member states and stakeholders to promote a new and innovative technical and technological approach right up to an Aquaponic system which allows a nearly emission free sustainable production and contributes remarkably to global food security for the 21st century. Considering that traditional Aquaponic systems, combining aquaculture and hydroponics, have a great potential in saving water and energy and recovering nutrients from wastewater by value chains, the project aims at a real breakthrough for these systems towards commercialization. This will be achieved by a) the model based optimisation of the system concept in respect to water consumption and quality, environmental impact, waste avoidance, CO2 release and nutrient recycling, energy efficiency, management efforts and finally costs and b) the integration of new technologies containing cutting edge approaches such as: 1) innovative one-way water supply for horticulture and water retrieval by condensation, 2) alternative water and energy sources, 3) optimized filter systems, 4) intelligent sensor and management network for an optimized system construction and operation. The viability of INAPRO systems will be proved in concept-based demonstration projects both in rural and in urban areas that offer a potential economic advantage while simultaneously reducing water and carbon footprint. The dissemination activities (to policy, public and end-users) will open new market opportunities and improve market access inside and outside Europe for producers and technology suppliers. These ambitions meet perfectly with the EU strategies under Europe 2020 to face the challenges of dramatic water resource developments in Europe and worldwide. The project supports particularly the I
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 'Quantum Inspired Valuation of circular real estate' (QuiVal).

assistant: **Concept**

QuiVal will train a new generation of professionals who can develop and apply an innovative, climate-aware approach to real estate value and valuation aimed at achieving the European aim of becoming CO2 neutral before 2050. This is highly needed because the real estate industry is one of the biggest polluting industries that urgently needs to reduce its emissions. Value and valuation are some of the big drivers of investment decisions and project realisation that shape this industry. In practice value and valuation are based on the potential future income generation of real estate, without considering environmental and societal values, which become practically urgent and relevant with new EU rules and regulations (e.g. ESG and SFRD reporting). Despite this urgency, limited scholarly work exists to understand the value of real estate that is CO2 neutral throughout its life cycle, including production, operation, dismantling and reuse.QuiVal conceptualises value and valuation as metaphorical synonyms to quantum mechanics and tests proposed changes in real estate applications. QuiVal responds to recent theoretical calls to consider quantum mechanical notions in financial tools and techniques, and as a first of its kind conceives this as a design research to explore the merits of quantum mechanical notions to pursue circular real estate. This enables value to be understood as a multifaceted phenomenon and valued by observing it in its fluid appearance in the market. It is expected that tools and techniques with this comprehension and sensitivity enable new governance and policies to more intrinsically motivate future investments in circular real estate.QuiVal is a collaborative network of PhD projects that trains and develops quantum inspired approaches to value buildings w
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 'Asteroid Retrieval Missions Enabled by Invariant Manifold Dynamics' (ASTEROIDRETRIEVAL), addressing dissemination and exploitation.

assistant: **Impact**

Exploiting the resources of near-Earth space has long been suggested as a means of lowering the costs of future space endeavours. Asteroids and comets, in particular, are generally agreed to be ideal resources, both in terms of their accessibility and their potential wealth. The intense survey efforts of the past decades have led to a growing catalogue of accessible near-Earth objects, but also to the realisation of the potential for exploitation and science of the myriad of objects that the Earth encounters along its orbit. This project aims to provide a comprehensive analysis of alternatives and opportunities for the future design of asteroid retrieval missions. This type of mission seeks to find the most accessible objects in the near Earth space, intercept with them and bring them back to Earth’s vicinity. Moving an entire object into an orbit in the vicinity of Earth entails an obvious engineering challenge, but may also allow a much more flexible mining phase in the Earth’s neighbourhood. Not to mention other advantages such as scientific return or possible future space tourism opportunities. Exploiting the dynamics of invariant manifolds, associated with periodic orbits near the Sun-Earth Lagrange points, may provide an excellent opportunity for low energy transport of asteroids. Thus, asteroid retrieval transfers will be sought from the continuum of low energy transfers enabled by invariant manifold dynamics, computed within the framework of the Circular Restricted Three Body Problem. The final outcome will be a series of robust methodologies and tools for the design of this particular type of mission, but also for other space applications that benefit from very low energy transfers. A catalogue of asteroid retrieval opportunities for known Near Earth Objects in