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 Sixth Framework proposal on 'New sustainable compressor oil production and use; towards a long eco-efficient life cycle'.

assistant: **Innovation**

Many times when a product, process or service is evaluated, the whole life cycle is not consistently consider, and although the unsustainability may be detected, no solutions are get in practice to promote a real sustainability. Part of the blame of this c ircumstance is due to the fact, that technical solutions, science developments and environmental measures do not go together. The aim of this integrated project is the optimisation of the new sustainable life cycle of an environmentally friendly, safe and human health compressor oil, taking into account all life phases and joining science, technology and environment disciplines, bringing to a less resources consuming and eco-efficient use industry. This approach includes the optimisation of initial life pha ses using glycerine from biodiesel as renewable resources and developing a clean production technology to transform it, in a polyglycerol esters derivate oil to be used in compressor applications. On the other hand, the optimisation will be completed takin g into account a traditionally no consider phase, the use phase, by designing an innovative compressor device base on micro/nano-materials to replace harmful antioxidant additives and to lengthen the oil life making it more efficient.The new knowledge obta ined from these activities will serve as input information to develop a ecoindicator based on biodegradability and toxicity measurements, which will fill the gap existing for a reliable environmental assessment of bio-lubricants.
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 2020 proposal on 'PhotoChromic HYdrogen PERoxide biosensors for super-resolution imaging of hydrogen peroxide microenvironments'.

assistant: **Innovation**

In cells, hydrogen peroxide (H2O2) is deliberately produced and is key for a healthy cellular metabolism, and an adequate H2O2 production and delivery is required for correct cellular and tissue functions.  The majority of this H2O2 production occurs in cellular microdomains, and the signalling actions in these microdomains are restricted to a very confined area. Most of these discoveries were made possible thanks to the use of genetically-encoded fluorescent biosensors that detect the changes in H2O2 concentration, including the HYPER family of biosensors. However, the details of these microdomains are missing because these biosensors rely on conventional fluorescence microscopy methods, which are limited in spatial resolution. This project aims to overcome the resolution limitation in H2O2 imaging by developing photochromic variants of the HYPER biosensors, known as PCHYPERs, that can be utilized in super-resolution microscopy. This will enable to discern the gradients of metabolic H2O2 at a high resolution, helping identify the role of H2O2 as a cellular messenger in signalling pathways and the functional implications of its disturbance.


**Keywords:** Hydrogen Peroxide, Fluorescent Proteins, Biosensors, Photochromism
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 'Energising the Building Sector!'.

assistant: **Objectives**

Construction, maintenance and operation of buildings are some of Europe’s most energy-consuming activities since about 40 % of the total energy use corresponds to buildings. That notwithstanding, the building sector has been slow to adopt new technologies, materials and processes to reduce energy consumption and climate impact.This project is about spreading awareness, motivation and information within the building supply chain, particularly concentrating on those upstream stakeholders who will influence choices of technologies, materials, processes and designs philosophies.The overall objective is to reduce energy consumption in the construction and building sector.The specific objectives are:• Increased awareness in the building supply chain, particularly the SMEs, concerning the need and value of reducing energy consumption• Strengthened incentives for all stakeholders to strive towards reduced energy consumption in the design, construction, operation and renovation of buildings• Improved access to information about energy-efficient practices, technologies and methodologies• Improved ability to compare and rate the overall energy efficiency of different products and services against each otherThe stated objectives will be reached by setting up a trans-regional network and infrastructure of technology experts, specialists in communications with SMEs and technology brokers.The network will address the identified problems by means of a number of hands-on measures. The main thrust of the project will be centered on a series of seminars and workshops and the launch of a Smartphone Application (“App”). These main actions will be supported by an Internet site and several other activities that will add to the effectiveness of the project as a whole, for instance setting up a
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 'Quality-Aware Rapid Software Development' (Q-RAPIDS) targeting Horizon 2020.

assistant: **Abstract**

Context. Software quality is an essential competitive factor for the success of IT companies nowadays. Recent technological breakthroughs such as cloud technologies, the emergence of IoT and technologies such as 5¬G, pose demanding quality challenges in software development.Problem. Optimal software quality asks for the appropriate integration of quality requirements (QRs) in the software life-cycle.However, software development methodologies still provide limited support to QR management which is utterly important in rapid software development processes (RSDP): faster and more frequent release cycles should not compromise software quality.Concept. Q-Rapids defines an empirical-based, data-driven quality-aware rapid software development methodology. QRs are incrementally elicited and refined based on data gathered both during development and at runtime. This data is elaborated into quality-related key indicators presented to decision makers through a strategic dashboard with advanced capabilities. Selected QRs are integrated with functional requirements for their unified treatment in the RSDP.Outcome. A TRL7 validated Q-Rapids framework, including cutting-edge tools and methods to smartly manage QRs along with functional requirements in a similar rapid and holistic manner.Impact. Increase of software quality levels through continuous data gathering and analysis. Significant productivity increase to the software life-cycle by means of smooth and tool-supported integration of QRs in the RSDP. Shorter time to market due to reduction of quality-related maintenance efforts and more informed decision making in the planning of release cycles. Impact will be measured through 11 project indicators with defined target values. Consortium. 3 research organisations,1 SME, 2 mid-caps
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 'Teletraining platform' to be submitted under Fifth Framework.

assistant: **Abstract**

In order to become a commodity for European society/economy, mobile solutions must provide five main characteristics: ubiquity, transparency, fundamentality (i.e. the user simply can't live without it), universality and value governance. This new concept of mobility will be hereinafter called X-MOB (eXtreme Mobility). The goal of the project is to give an answer to X-MOB through the development of a platform so-called XMAP (eXtreme Mobility Application Platform) aimed to host mobile applications with the following main features: multi-device/channel, multi-network, multi-user, multi-service (ASP-based model), multi-country (federated model), open-standards based (Java/J2EE compliant).XMAP benefits and outputs will be validated through the development of two vertical applications (healthcare and logistics) involving 2G, 2.5G, 3G, satellite and multiple different devices types.OBJECTIVESObjective I: To develop the XMAP platform with support for:(1) network independence,(2) device/channel independence,(3) user customisation,(4) ASP-oriented vertical services,(5) reusable horizontal services (security, federated ASP model, multi-event billing collector, etc.),(6) workflow engine,(7) B2Bi third-parties services integration (e.g. GSM/GPS location),(8) mobile content management,(9) open standards (Java, J2EE, XML, JMS, JDBC, etc.).Objective II: To validate XMAP through the development of two vertical pilots (Healthcare and Logistics), including real-world testing with GPRS+Roaming, UMTS, WLAN, Satellite and multiple multi-sensorial devices (Car, HHT, PDA, 2G/2.5G/3G mobile phones, medical mobile device, IDTV, webTV, PC).Objective III: To pave the way to cross-sector / cross-country exploitation as the Consortium envisions inmediate European exploitation of the results of the p
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 Sixth Framework proposal for the project 'Post-genomic datamining of enzymes for the synthesis of chiral pharmaceutical intermediates'.

assistant: **Objectives**

Chirality is a key factor in the efficacy of many drugs and the production of single enantiomers of chiral intermediates has therefore become increasingly important. Biocatalysis offers high enantioselectivity and regioselectivity in chiral synthesis through enzyme-catalyzed reactions and thus has an important advantage over chemical synthesis. Molecular genomic data is an unprecedented resource of enzymes for biocatalysis, but rational and effective methodologies must be established to realize the full potential of these resources. This project will focus on the discovery of novel enzymes, from both public and proprietary eubacterial genomes, in particular novel alcohol dehydrogenases, cytochrome P450 monooxygenases and amino acid modifying enzymes for use in established and innovative processes for chiral synthesis.The DATAGENOM project extends from genome analysis, through cloning, expression, enzyme production, screening and protein engineering, to the enzymatic production of chiral biomolecules. The design of the project takes advantage of broad funnel-approach starting with innovative data-mining and processing of a large number of genes to ensure high flow- through in the process and rational selection of best enzyme candidates. The specific combination of expertise and design of the research project is aimed at high success-rate for the development of successful biocatalysts. Emphasis will be put on effective bioinformatics analysis to minimize the requirement for the more laborious wet chemistry" analysis as well as development of optimised vector-host systems for efficient gene expression and enzyme production. Rational protein engineering or directed molecular evolution will be employed in order to obtain more robust variants, new substrate preferences or enh
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 'Reconstructing Infant Development and Maternal Adaptations in Western Mediterranean Early Bronze Age through dental bioarchaeology' to be submitted under Horizon Europe.

assistant: **Abstract**

The success of societies is intrinsically linked to the health and well-being of mothers and their children, with breastfeeding and weaning practices playing critical roles in early childhood development. By comparing two contemporaneous populations —one from the hierarchical El Argar Culture in a resource-abundant environment and the other in a resource-scarce setting in the Balearic Islands—, the WEANED-AWAY project embarks on a pioneering exploration of how Early Bronze Age populations in the Western Mediterranean adapted to environmental and social stressors imposed by extreme climatic conditions and emerging social complexities.This project stands at the forefront of bioarchaeological research, employing high-resolution analyses on human teeth to reconstruct the biological histories of individuals from infancy to adulthood, providing a unique window into the physiological responses of women and infants during this transformative period. The project’s innovative, multidisciplinary approach integrates dental histomorphometry, paleoproteomic, trace element analysis, and dental microwear studies to address three key research objectives: 1) to understand how women and infants responded to environmental and social stressors; 2) to determine the timing and influences of weaning practices; and 3) to analyze adult dietary adaptations. Thus, WEANED-AWAY not only seeks to deepen our understanding of early-life adversities and adult life history in prehistoric societies, but also aims to provide novel tools for interpreting the dynamics of interaction, formation, and development of emerging complex societies in the Mediterranean. The Early Bronze Age groups are ideally suited for exploring these phenomena, offering critical insights into human adaptability and resilience facin
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 'Visible Attributes through Genomics:  Broadened Forensic Use of DNA for Constructing Composite Sketches from Traces'.

assistant: **Objectives**

Unknown perpetrators of crime cannot be identified with the current forensic use of DNA. The VISAGE Project aims to overcome this major limitation by developing, validating, and implementing in the relevant forensic DNA service environment a set of prototype tools for predicting appearance, age, and ancestry in as much detail and as accurately, and effectively as possible from DNA traces. This VISAGE Toolkit will allow the construction of composite sketches of unknown trace donors directly from their crime scene traces, which will guide and focus criminal investigations towards finding them. The VISAGE Toolkit will include analysis prototype tools based on massively parallel sequencing for genotyping the large number of DNA predictors for appearance, age, and ancestry established within the Project, as well as an integrated statistical framework with prototype software for translating these genotype data into statistical probabilities on appearance, age and ancestry, which represents the intelligence information finally used for guiding criminal investigations towards the most probable group of suspects. The VISAGE Toolkit will consider ethical, societal, and legal dimensions of Forensic DNA Phenotyping as identified within the Project, by applying a privacy-by-design strategy. The interdisciplinary VISAGE Consortium includes European (and global) scientific leaders in Forensic DNA Phenotyping as well as in forensic massively parallel sequencing, leading European forensic DNA service providers, and one of the leading social scientists in the field of forensic DNA analysis, ensuring that the Project goals will be achieved on time. The outcome of the VISAGE Project will have a major impact on solving more crimes more rapidly by providing previously unused intelligence inf
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 'Driving greater business value by unleashing hidden capacity of mobile systems' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Mobile data surpassed voice on a global basis during December of 2009  and it has grown 18-fold over the past 5 years. Once the traffic in the network grows due to increased number of subscribers or new bandwidth consuming services the network must undergo expansion and operators proceed with capacity upgrades and densification increasing their investments. Reports from PWC and Accenture reveal that 66% of CapEx investment are not needed while 80% of needed investments are not done. This directly impacts on mobile users – perceived data rates are smaller, and the network availability is worse affecting data services. Most of operators have no tools for capacity dimensioning, only MS Excel. However, using Excel is simply inappropriate due to the Big Data challenge and lacking ability to include soft capacity models and multi technology processing. Utilizing our experience gained in mobile sector we at Telcap cracked technical barriers and created UNIVO, an innovative next-generation software suite that assists operators in dimensioning from an end-to-end prospective the capacity of 2G, 3G, 4G mobile telecoms networks. It helps forecast traffic growth impact based on history observation and machine learning to significantly reduce CapEx capacity investments (e.g. at RAN by average 27%) ensuring targets for GoS/QoS/QoE parameters perceived by mobile users are met throughout the entire network. Positive feedback received from 3 early adopters helps us believe we can exploit the market segment of Engineering Planning Tools worth over $914 million p.a. Considering the rapid growth of mobile data volume, within the UNIVO-NG project we aim to evolve its capabilities preparing it for massive presence of IoT devices and scheduled 5G introduction. We are convinced UNIVO-NG matches
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 '3D reconstruction and rendering for remote sensing images' under Horizon Europe.

assistant: **Concept**

Realistic 3D reconstruction from multiple Remote Sensing (RS) images has been studied as a Multi-View Stereo process, in which 3D scenes are reconstructed progressively in terms of geometry and appearance. This method can introduce artifacts and compromise realism. Recently, a new framework in neural rendering, the Neural Radiance Field (NeRF) and its variants, e.g. 3D-GS, which model both geometry and appearance of a scene within a radiance field, has delivered a more immersive scene. However, as with any burgeoning technology, NeRF has encountered its share of challenges and limitations, particularly in terms of computational efficiency and incapacity of modeling many ubiquitous, real-world phenomena in uncontrolled images.3D-RTR aims at building a new 3D reconstruction framework to address these issues and provide high-quality, immersive experience of 3D city models. To build it, a unified, explicit representation of the complete imaging chain, which models four key physical entities (i.e. the light source, the atmosphere, the scene and the camera), is proposed to describe the real-world phenomena in a more direct way. This unified imaging chain is further transformed into a differentiable, highly parallelized architecture designed for learning realistic 3D scenes from remote sensing images, with various optimization tactics employed to accelerate the learning process. 3D-RTR will be tested using remote sensing data acquired on various locations and make these reconstructed models accessible to the public online.To ensure the successful implementation of these project goals I will conduct my research at the 3DOM research unit of FBK Trento, with the guidance of Prof. Fabio Remondino, a leading scholar. This project will offer new solution for smart city applications