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: Write the 'Expected Impact' section for the project 'Virtual Instructor-Led IT Developer Training Program' (VILT-DEV), addressing dissemination and exploitation.

assistant: **Impact**

With at least one million unfilled IT developer jobs worldwide, the digital sector represents a substantial opportunity for professional training entities to positively impact socio-economic, technological and pedagogical challenges.O’clock offers a revolutionary and innovative way to respond to this worldwide lack of skilled digital professionals: Virtual Instructor-Led Training for IT developers. O’clock’s program allows anyone to attend a full-time professional training program from home while benefiting from regular contact with experienced instructors.Using O’clock’s custom-designed, innovative pedagogical tools, instructors and students interact live in a virtual classroom just as easily as they do in a traditional, physical classroom. The teaching method, designed in-house specifically for people with no prior computer programming knowledge, enables students to apply for and obtain entry-level IT developer positions in a professional business context in just 5 months.O’clock’s innovative training program principally targets adults seeking a rapid career change. The program features an additional innovative aspect which guarantees its efficiency: students can enroll in the program free of charge and pay their tuition once they have successfully landed a job.Following the successful launch of its program in France, in January 2017, O’clock would like to evaluate opportunities for a wider international deployment. The goal is to create 280 jobs, train 5,000 people annually worldwide and generate a turnover of 30 million euros by 2020.In order to best prepare a worldwide rollout of its innovation project, O’clock intends to conduct a 4-phase feasibility study to determine the best and most appropriate countries to target for expansion and evaluate the technological 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: Compose a compelling abstract for 'From origins to adaptations: tracing the fundamental steps of Darwin’s finch evolution' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Rapid environmental and climatic changes threaten the world's biodiversity heritage, underscoring the importance of investigating species' adaptive potential. This task is now facilitated by the development of powerful sequencing technologies and advanced computational methods, together enabling a new wave of research into previously unattainable questions. EVOFINCH will focus on Darwin’s finches, where 18 species originated within the last million years from a common ancestor and has become one of the most iconic adaptive radiations. Due to the addition of a new closely related outgroup species to our genomic dataset and the implementation of new sequencing technologies together with cutting-edge computational methods, EVOFINCH will trace the main steps of the evolutionary history of Darwin’s finches with unprecedented resolution - from their origins to the history of their adaptation. With the support of the MSCA programme, I will first determine the phylogenetic relationship and compare long-read alignments between the new outgroup and Darwin's finches using comparative genomics and phylogenomics. Next, I will assess the severity of the bottleneck during the colonization of the Galapagos by quantifying the amount of lost genetic variability and identify mechanisms behind the recovery of such variability. Finally, I will trace the evolutionary history of the adaptive alleles underlying the key traits in Darwin’s finch evolution: their beak and body size. The project will shed new light on how evolutionary forces interplay to give rise to the observed Darwin’s finch diversity, and will enhance our understanding of species’ adaptive potential as well as their ability to recover from a population decline. EVOFINCH will be implemented at Uppsala University under the super
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 'Total Information Sharing for Pilot Situational Awareness Enhanced by Intelligent Systems' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The Total Information Sharing for Pilot Situational Awareness Enhanced by Intelligent Systems (TALIS) is a 5th Framework proposal from the TALIS consortium headed by the EUROCONTROL Experimental Centre (EEC). TALIS makes an innovative approach to contribute to the improvements of efficiency and safety of the overall air traffic system. TALIS proposes state-of-the-art technological solutions to further strengthen the pilots' decision role, in supplying him/her with ambient intelligence through total information sharing. TALIS will also address the role of standards and of avionics certification issues, to improve the service available to European citizens.Objectives:TALIS proposes a study to investigate the viability and benefits of adopting an approach based on standardised architectures to provide for pilot situational awareness resulting in a safer and more efficient air traffic management process involving interactions between the ground and the air, to bring benefits to the travelling public and to enhance the competitiveness of European industry. Further objectives are to (i) specify applications within a standardised ground-based and commercially available architectures to provide for efficient operations within the cockpit as part of the concept for gate-to-gate operations; (ii) undertake activities to validate the proposed approach; (iii) investigate the issues associated with certification of the proposed architectures; (iv) report on the validated approach with identification of the role of standards within the overall architecture.Work description:TALIS work can be sub-devised into three logical streams:1. The federated architecture, which will result in a generic and open architecture, on which the TALIS applications will be built. Validation reports will be
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 'The longest-life & energy-saving emergency LED lighting system for underground infrastructures' (SMARTUNNEL), addressing dissemination and exploitation.

assistant: **Impact**

During rail and road tunnel construction/refurbishment, the initial investment required for lighting system installation, including emergency lighting systems (ELS) amounts to an average 6% of total tunnel construction cost. Current ELS power supply circuits force lights to remain on for long hours when not needed: when power is turned off manually, existing circuits keep ELS on (powered by batteries). This leads to needless energy consumption and fast battery deterioration. We, at Uni-light LED, have developed Smartunnel, a new smart LED ELS for tunnels under construction/refurbishment, which turns off when light is not needed. Our smart switch and intelligent control allow discrimination between unintentional power outage and intentional interruption, so that emergency lights are lit only under the first scenario. This prevents excessive battery exhaustion/recharging cycles thus making Smartunnel the longest-life ELS on the market (10 years, 80% reduction in battery waste). Smartunnel offers 20-30% increased energy efficiency leading to effective savings of €13,000/3km per year. Our flicker-free and electromagnetic interference-free lights improve visibility and reduce health issues, enhancing safety and security for tunnel workers. Conveniently, Smartunnel can use existing wiring installations to power emergency lights, curbing the cost of new wiring in existing tunnels. We already commercialise 7 lighting product types, based on our patented LED light Driver and Thermal Management Technology for illumination in agriculture, industry and on ships, thus far reaching 100 companies in the UK, Sweden, Germany and Austria. The success of our existing systems has funded Smartunnel development. Following the optimisation of our design into a pilot for phase 2 validation und
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 'Probabilistic Non-Rigid Registration for Safe Brain Tumor Resection' (SafeREG), addressing dissemination and exploitation.

assistant: **Impact**

Brain tumors strike people in the prime of life. Surgical resection is the initial treatment for nearly all brain tumors and aims at maximizing the extent of tumor resection while preserving the patient's cognitive function. To optimize this tradeoff, neuronavigation systems have been developed to provide intraoperative guidance to surgeons. These systems allow for the visualization of the position of surgeons' surgical tools relative to the tumor and critical brain areas visible in preoperative Magnetic Resonance Imaging. However, these systems become inaccurate as the surgery progresses since they do not account for brain deformation and tissue resection occurring during surgery.In an interdisciplinary effort, project SafeREG combines the researcher's background to the expertise of computational scientists from INRIA and clinicians from Parisian hospitals. Its objective is to invent a novel image registration methodology with intraoperative ultrasound that is rich enough to capture complex deformations occurring at the tumor and resection cavity boundaries, fast enough to be employable clinically, and interpretable enough for informed decision-making by neurosurgeons. This will be accomplished by pushing the envelope of scientific knowledge in (1) cross-modality domain adaptation for weakly- and unsupervised image segmentation; (2) modality-invariance representation learning using contrastive learning; (3) non-rigid registration with discrete probabilistic methods; (4) simulated-based variational inference for registration uncertainty quantification that leverages biomechanical knowledge. This research has the potential to deliver accurate and informed image-guided surgery, conferring a lower risk of new neurologic deficits and improved patient prognosis. Beyond neuro
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 'Inferring Past Human Diets through a three-fold approach: Dental Microwear, micro-residues within Dental Calculus and Erosion Patterns of the Temporomandibular joint (TMJ)', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Identifying past human diets is a key to understanding biological changes and cultural adaptations of Homo sapiens. A variety of proxies are generally considered to reconstruct ancient and historic nutrition, mostly recovered from osteological samples. Teeth are often subject to research, as they directly relate to mastication. Dental microwear is a direct evidence of differential masticatory regimes, while dental calculus may retain micro-residues of the food ingested. Yet, only a few studies have proposed the combination of dental microwear and analysis of dental calculus. Even more rarely, such data have been contextualized in the masticatory apparatus.The TRI-DENTUM project aims to investigate past human diet from an evolutionary perspective. It is multidisciplinary in scope, as it involves archaeology, biology, dentistry and evolutionary medicine. It explores the possibility of developing innovative methodological approaches to infer past human diets from the examination of osteological specimens. The diet of selected individuals recovered from a medieval German cemetery and the Canton of Zurich’s archaeological collection will be reconstructed through an original, three-fold approach. Three independent analyses are considered: dental microwear, extraction of micro-residues from dental calculus and evaluation of radiological osteoarthritis signs in the temporomandibular joint (TMJ). While working on the project, the researcher will acquire new skills in bioarchaeology and evolutionary medicine at the Institute of Evolutionary Medicine (IEM) (Zurich, Switzerland).TRI-DENTUM will foster advancements within archaeology, being therefore transformational to the field, as it will allow approaching past human diet with an innovative and holistic approach. Hence, the metho
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 'Invivo Ultrasonic Transponder System for Biomedical Applications' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The key objective of ULTRAsponder is to develop a novel telemetry technology for biomedical applications that will enable any kind of deeply implanted device (the transponder) to communicate and be powered wirelessly via acoustic waves with the external system (the control unit). The implanted transponder will include one or more sensors for monitoring a variety of parameters, such as temperature, pressure, or fluid flow. Local digital signal processing will allow the transponder to act smartly and transmit only significant data, reducing its power needs. As part of a network, several transponders will communicate and exchange information with the external control unit. The control unit will be placed on the patient's skin, and it will control, energize and communicate through acoustic waves (ultrasonic) with the implanted transponders. Moreover, it will be used as a data logger, which relays the recorded data from the transponders network, towards the patient's environment via cellular, plain telephone service (POTS) or IP based networks.The key innovations of ULTRAsponder will be the following: (i) development of a novel telemetry technique based on the backscattering principle to ensure efficient data communication through acoustic waves from the implanted transponder to the external control unit, (ii) wireless communication through acoustic waves from the control unit to the transponder, (iii) remote powering of the transponder through acoustic waves using a beam-forming technique to increase efficiency and hence to reduce charge time (iv) internal pre-treatment of the sensor measurements thanks to local massive and low power signal processing capabilities, (v) high flexibility and modularity of the transponder to be easily adaptable to any kind of sensor, (vi) test
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 'Support to Euratom safeguards office' (1998-2002), addressing dissemination and exploitation.

assistant: **Impact**

Specific ObjectivesThe objective of this project is to develop, test, calibrate and validate methodology, equipment and software for use by the ESO inspectors, to train the ESO staff in the technologies involved, and to support ESO exploring new technologies or approaches.In the deliverables section, the specific task for 2002 are summarised.Planned DeliverablesSpecific deliverables to DGs:A detailed list of tasks and related deliverables is established in co-operation with ESO and updated on a yearly basis. A meeting has taken place-n October 23,2001 to discuss the planning of each task. For each task, milestones and deliverables have been determined or updated. The details can be found in the task sheets.Some specific deliverables are safeguards confidential.The main deliverables are given below.- Organisation of training courses in PERLA on basic physics, radio-protection, mass and volume measurements, passive and active neiutron measurements, gamma spectroscopy, Physical Inventory Verification (PIV);- Verification, testing and calibration in PERLA of two High Efficiency Passive Counting (HEPC) systems to be installed in the Dessel and Juzbado facilities;- Definition of a verification procedure for FRM-II fuel elements;- Periodic characterisation and calibration in PERLA of ESO instruments;- In-field support to inspections (PIV at LEU fabrication plants, MOX pin counter in Sellafield, CNR at Marcoule, Waste Drum Monitor at Hanau)- Installation of a large sample calorimeter at Dounray.Installation of an Unattended Monitoring System (UMS) at the FBFC plant in Romans-sur-Isere- Installation of gamma scanner at the CERCA facility in Romans-sur-Isere;- Delivery of inspector version of module for fission product verification with Gamma-Taucher instrument;- Tests of MGAU an
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 'Government Intervention and the Macroeconomy: Micro-evidence on the Transmission of Government Procurement' (2021-2027), addressing dissemination and exploitation.

assistant: **Impact**

Depending on the country and year, governments spend between 10% and 20% of GDP on public procurement.I collect data on millions of public procurement contracts awarded in many countries. I have detailed information about the contracts (value, awarding institution, etc.), and merge this information with firm-level balance sheet and firm-to-firm transaction data. This allows me to study the transmission mechanisms from government procurement to the aggregate economy. The aim is to investigate the particular economic channels through which outcomes in public procurement permeate to the rest of the economy, and to identify the sources of inefficiencies in the process.My proposal is divided into three blocks that aim to answer crucial questions about the role that public procurement plays in determining macroeconomic outcomes.1. How costly is governments’ home-bias (i.e., governments buy disproportionally and unpredictably more from local firms) for aggregate productivity and welfare in Europe?2. What are the effects of corruption in procurement on firms’ dynamics?3. What are the factors determining the aggregate price at which governments buy goods and services?What are the implications for consumers’ welfare?The novelty of the data and the complex interactions between public procurement outcomes, economic distortions and firms’ decisions make this research proposal ambitious and place it at the research frontier.


**Keywords:** Government procurement, home-bias, misallocation, total factor productivity
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 'Gardening with a Cognitive System' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The GARNICS project aims at 3D sensing of plant growth and building perceptual representations for learning the links to actions of a robot gardener. Plants are complex, self-changing systems with increasing complexity over time. Actions performed at plants (like watering), will have strongly delayed effects. Thus, monitoring and controlling plants is a difficult perception-action problem requiring advanced predictive cognitive properties, which so far can only be provided by experienced human gardeners. Sensing and control of a plants actual properties, i.e. its phenotype, is relevant to e.g. seed production and plant breeders. We address plant sensing and control by combining active vision with appropriate perceptual representations, which are essential for cognitive interactions.  Core ingredients for these representations are channel representations, dynamic graphs and cause-effect couples (CECs). Channel representations are a wavelet-like, biologically motivated information representation, which can be generalized coherently using group theory. Using these representations, plant models -- represented by dynamic graphs -- will be acquired and by interacting with a human gardener the system will be taught the different cause-effect relations resulting from possible treatments. Employing decision making and planning processes via CECs, our robot gardener will then be able to choose from its learned repertoire the appropriate actions for optimal plant growth. This way we will arrive at an adaptive, interactive cognitive system, which will be implemented and tested in an industrially-relevant plant-phenotyping application.