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 Seventh Framework proposal for the project 'Advanced Kernel-Methods for Medical Imaging'.

assistant: **Objectives**

The goal of this project is to develop kernel-based machine learning methods for image classification that employ similarity measures comparing images in a hierarchical fashion - as humans do, but with the accuracy of a computer.  These methods shall allow to solve challenging medical imaging problems, in particular they will be applied to the diagnosis of osteoarthritis (OA) and breast cancer, which are ranked among the most burdening diseases.Looking at the visual cortex, it becomes obvious that the human visual system uses `deep' structure consisting of multiple levels of processing operating on more and more abstract representations of the visual scene. This has been successfully copied in computer vision systems, In contrast, kernel-based learning algorithms such as support vector machine (SVM) classifiers mark the state-of-the art in pattern recognition. They employ (Mercer) kernel functions to implicitly define a metric feature space for processing the input data, that is, the kernel defines the similarity between observations, in our case between medical images. Kernel methods are well understood theoretically and give excellent results in practice.  However, they are usually considered to be `shallow' learning methods in the sense that they realize only a single layer of non-linear processing.  This project will combine hierarchical image processing with the efficiency, theoretical beauty, and accuracy gain of SVMs for advancing the performance of medical imaging systems.  This is made possible by marrying the applicants expertise in kernel-based machine learning with the widely recognized knowledge in medical image analysis at his new affiliation The Image Group at the Department of Computer Science, University of Copenhagen (DIKU).
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 'Ration design and standardized evaluation of novel genetic vaccines.' under Sixth Framework.

assistant: **Concept**

Recombinant viral vectors and virus-like particles are considered the most promising vehicles to deliver antigens in prophylactic and therapeutic vaccines against infectious diseases and cancer. Several potential vaccine designs exist but their cost-effective development cruelly lacks a standardised evaluation system. On these grounds, COMPUVAC is devoted to (i) rational development of a novel platform of genetic vaccines and (ii) standardisation of vaccine evaluation. COMPUVAC assembles a platform of viral vectors and virus-like particles that are among today's most promising vaccine candidates and that are backed up by the consortium's complementary expertise and intellectual property, including SMEs focusing on vaccine development. COMPUVAC recognises the lack of uniform means for side-by-side qualitative and quantitative vaccine evaluation and will thus standardise the evaluation of vaccine efficacy and safety by using gold standard" tools, molecular and cellular methods in virology and immunology, and algorithms based on genomic and proteomic information. "Gold standard" algorithms for intelligent interpretation of vaccine efficacy and safety will be built into COMPUVAC's interactive Genetic Vaccine Decision Support System, which should generate (i) vector classification according to induced immune response quality, accounting for gender and age, (ii) vector combination counsel for prime-boost immunisations, and (iii) vector safety profile according to genomic analysis. The knowledge assembled from these studies will be applied to the development of vaccines against Hepatitis C Virus. As end products, our vector platform and "gold standard" tools, methods and algorithms will be available to the scientific and industrial communities as a toolbox and interactive data
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 'Development of an Assessment System to Evaluate the Ecological Status of Rivers in the Hindu Kush-Himalayan Region' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The Hindu Kush-Himalayan region is not only the world's highest mountain region, but also the most populous, covering some 3,500 km² over eight countries from Pakistan in the west to Mynamar in the east. It sustains approximately 140 million people and affects the lives of more than three times as many in the plains and river basins below. The HKH region is a vast storehouse of hydropower, timber, firewood, medicinal plants, rich minerals and last, but not least, water. The specific and verifiable objectives of the ASSESS-HKH Project are: 1. Develop and validate a three-tier methodology to identify environmental hot spots in rivers of the HKH region. For incrementally complex ecological assessment using benthic invertebrates from a manually calculated overview method to computer-aided detail analyses of selected regions or sites. 2. Adapt and further develop an information management tool (application software and databases) to perform analysis calculations for quantification and rating of eco-logical status of rivers based on biotic data. 3. To interpret ecological data collected in the HKH region to validate the assessment methodology and information management tool and provide a basis for policy rec-ommendation, transnational water resource planning and ecosystem management. 4. Capacity Building of local scientists in the field of recognition and application of criteria for biological indicators in ecosystem management. 5. Dissemination and awareness creation on the importance and usefulness of biologi-cal indicators in ecosystem management. The ASSESS-HKH Project addresses research priority A.2.1. (managing humid and semi-humid ecosystems), which is part of the chapter 10.3.1.A of the specific measures in support of international co-operation in developing countries
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 'Molecular basis and the role of phenotypic plasticity in thermal adaptation' (Phenoevo) targeting Horizon Europe.

assistant: **Abstract**

Understanding the mechanisms that generate phenotypic variation and their impact on evolutionary processes is central in modern biology. When faced with adverse environmental conditions populations survive through two distinct processes: phenotypic plasticity (i.e. mechanism in which one genotype produces several different phenotypes depending on the environment) or evolutionary adaptation (i.e. pertinent allele frequency changes in population). While numerous studies have expanded our knowledge of evolutionary principles, the molecular basis and the relative contribution of these two processes to the adaptation is still unknown. Here I propose to tackle this key question by performing experimental evolution and exposing wild-caught D.melanogaster populations to four temperature selection regimes: constant cold temperature, constant hot temperature, fluctuating between hot and cold and optimal temperature as a control. To determine the genetic targets of selection behind the change in thermal tolerance I will perform pooled whole population sequencing of both ancestral and evolved populations. The alleles that increase in frequencies between the ancestral and evolved populations will be further validated to determine their effect on the thermal tolerance. To understand the contribution of phenotypic plasticity to the process of adaptation, I will transfer the evolved populations into a non-selective environment and determine the relative change in thermal tolerance that occurred upon the transfer. Furthermore, to unravel the gene regulatory changes associated with plastic response, I will perform ATAC-seq (chromatin accessibility assay) and RNA-seq (changes in gene expression) of evolved individuals before and after the transfer to the non-selective environment. The inc
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 'Social, entrepreneurial and excelling doctors for water technology' (WaterSEED).

assistant: **Innovation**

The objective of the WaterSEED project is to provide a doctoral program to excellent early stage researchers (ESRs) that want to develop their skills and contribute to the development of breakthrough technologies for water related challenges. Key elements in the program are the strong focus on interdisciplinary interaction, entrepreneurial skills and societal relevance. The project will use the existing Wetsus doctoral (PhD) program as a strong base and will enable this program to become even more international and relevant for the European society. The Wetsus doctoral program has grown in the 10 years of its existence to a prime example of smart, regional specialization on water technology with a strong European connection between research institutes and industry partners. The research in the Wetsus program takes place in close collaboration with 90 companies that actively participate in the research through paying memberships to focused and high trust research themes.  All Wetsus researchers have at least three contacts per year with these industry partners. The current doctoral program has a strong regional and national funding base.Through COFUND this program will be further expanded and strengthened by attracting 45 international, excellent young researchers to the program in the period of 2015-2020. It will also strengthen the European connection of the program by increasing the number of researchers from other countries than the host organisation to over 70%. The ESRs will be selected in two calls per year through a transparent and thorough selection process, including a two day WaterSEED Recruitment Challenge at Wetsus for the best candidates.


**Keywords:** Entrepreneurial, Interdisciplinair, Excelling Doctors, Breakthrough technology, Social relevance
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 'Seaweed antioxidants as novel ingredients for better health and food quality' (SEAHEALTH), addressing dissemination and exploitation.

assistant: **Impact**

The main objectives of SEAHEALTH project are to develop a new generation of algae antioxidant ingredient arid functional foods and to demonstrate benefits for human health in prevention of arteriosclerosis and cancer. Analyse consumer appreciation and sensory perception of these novel functional foods linked to the marketing investigation constitute important tasks of the project as socio economic aspect and relevant gender specifications. It's in tend to develop communication strategies in order to inform consumer about the health effects and specific benefits of algal ingredient products
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 'Molecular Electronics aKIn MIcroelectronics'.

assistant: **Concept**

Molecular Electronics (ME) is predicted to match in the beyond CMOS scenario the relevance of Microelectronics. Expectations are remarkable, especially if Molecular Quantum Dot Cellular Automata (MQCA) is the technology ofreference: tens of THz in frequency and several order of magnitude of reduction in power consumption.Notwithstanding the promising opportunities, currently studies in the ME field are fragmented and lack of uniformity of methods and approach: this slows down the proceedings of engineers in the ME field and postpone the expected success of ME.MEKIMI (Molecular Electronics AKIn MIcroelectronics) aims at helping the proponent, Mariagrazia Graziano, which holds a solid background in microelectronics, to improve her knowledges at the molecular scale and to set up a methodology for the fabrication and modeling of molecular devices that could fill the gap between micro and nanoelectronics in the near future.The project focuses on a MQCA wire (MQCAW) used as a reference and promising starting point and addresses the following challenges: i) set-up a solid and reproducible technique to fabricate the MQCAW; ii) experimentally characterize its functionality   iii) model the MQCAW system with a new simulation CAD tool. The three points are expected to represent a starting point for a more generalized set approaches, techniques and models to be available for other molecular systems in the years to come.The success of the project is assured by: a) the fellow experience on MQCA b) the unique top-class suite of advanced tools at the host institution, London Centre for Nanotechnology (LCN), c) the outstanding scientific and training experience (>20 years) of the scientist in charge at LCN.From a  multi-disciplinary and top-level training at LCN the MC fellow will boost
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 'A Proposal to Assess the Impact on Families and State of Traumatic Injury Related Disability among Adults in Lebanon and the Occupied Territories' (1994-1998).

assistant: **Innovation**

This study seeks to identify the psycho-social, economic and epidemiologic burden of injury morbidity in the aftermath of conflict in support of the EC's policies in the Mediterranean region. Both Lebanon and the Occupied Territories are coping with health systems that are being reorganised following a period of prolonged conflict. The main focus of this study is on the evaluation of specific services being provided to vulnerable populations among disabled adults (in Lebanon) and elderly people (in the Occupied Territories). Multi-disciplinary and multi-sectoral collaboration will ascertain the prevalence of disability and of population-based needs, in specific services. The study hopes, through scientific collaboration, to provide insights into the overall costs of disability in terms of quality of life and foregone incomes for disabled adults, older people and their carers, in the aftermath of conflict.Specific objectives:To assess the nature and prevalence of disability (of mental and physical health) leading to loss of functional autonomy amongst adults (in Lebanon) and elderly people (in the OTs);To examine the causes of disability and to estimate the impact of war (in Lebanon) on the prevalence of disability;To examine current social care arrangements and available support focusing on the interface between private and public sector health and social care provision, and their efficacy in meeting the needs of disabled adults and elderly people in the aftermath of conflict;To explore where feasible the economic and social burden of disability by estimating the costs of maintaining adults with impaired functions by the household in terms of lost earnings and quality of life factors;To evaluate and contrast current approaches to health and social support (i.e. rehabili
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 'Water pinch : simultaneous energy and water use minimisation' under Fourth Framework.

assistant: **Concept**

Objectives The objective of the project is to develop new design methods, supported by software, for combined energy and water management. The purpose is to minimise energy consumption, fresh water use, wastewater generation whilst minimising the cost of disposal of any waste generated. Both continuous and batch/semicontinuous processes are addressed. This novel concept for combined minimisation of energy and water consumption will also be extended for use in the Pulp and Paper Industry. Where the objective is to decrease energy consumption by a minimum of 20%. The semicontinuous and batch processes targeted for the food and drink industries also offer the potential for significant reductions of about 40% in water and 60% in energy consumption. Technical Approach Pinch analysis is well established for studying heat recovery in the process industries. This method has now been extended to the problem of water and wastewater minimisation. Water use can be minimised by re-use, or by regeneration, followed by either re-use or recycling. The methodology first sets concentration limits for contaminants for each water-using operation. Knowing the flow rate of water to each operation allows a concentration composite curve to be plotted. Matching a water supply line against the concentration composite curve allows the target for maximum water re-use to be set. Design methods allow the targets for minimum water use to be set. Many uses of water in the process industries require the water to be heated. Water re-use enables direct heat recovery. This requires simultaneous consideration of both the level of contamination and temperature. The recovery of heat can be direct by re-use or indirect using heat exchangers. To analyse this problem the two methodologies for energy and water m
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 'FlExible assembLy manufacturIng with human-robot Collaboration and digital twin modEls' (FELICE).

assistant: **Concept**

FELICE aspires to design the next generation assembly processes required to address urgent needs in manufacturing. It unites multidisciplinary research in robotics, AI, computer vision, data analytics, process optimization and ergonomics to deliver a modular platform capable to integrate and harmonize an array of autonomous and cognitive technologies aiming to increase the agility and productivity of an assembly production system and also ensure the safety and physical and mental well-being of human workers. To achieve these goals, technologies will be developed combining the accuracy and endurance of robots with the cognitive ability and flexibility of humans. Such flexible and configurable technologies will support future manufacturing assembly floors to become agile, and address Industry4.0 adaptation.We consider two layers of operation, control and processing, a local one introducing i) a collaborative assembly robot roaming the shop floor to assist workers in assembly tasks, and ii) adaptive workstations for optimizing worker-specific ergonomic aspects, and a global layer which will sense and operate upon the real world via an actionable digital replica of the physical assembly line. FELICE will i) implement perception and cognition capabilities allowing  the system to build context-awareness, ii) advance human-robot collaboration in otherwise manual assembly lines, enabling robots to safely and ergonomically share tasks with humans, allowing the flexible reconfiguration of an assembly production process and, iii) realize a manufacturing digital twin, i.e. a virtual representation tightly coupled with production assets and the actual assembly process to enable the management of operating conditions, the simulation of the assembly process and the optimization of per