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: Describe the specific objectives and expected outcomes for 'Aircrafts surroundings, categorised Vehicles & Individuals Tracking for apRon's Activity model interpretation & Check (AVITRACK)' in the context of a Sixth Framework call.

assistant: **Objectives**

Strategic objectives addressed: ?To reduce direct operating costs of aircraft servicing at the airport parking (Strengthening competitiveness 1.3.1.1, k), ?To increase onboard security (Improving aircraft security 1.3.1.3,d). Strategic expected achievement: Modelling, interpretation and check of apron's activities leading to: ?10% decrease in aircraft servicing costs, ?Reduction in take off delays due to turn around time over-run, ?Warning on every hostile attempt that could be initiated while aircrafts are parked. Proposal abstract: The proposed project addresses the specific case of automatically supervising commercial aircraft servicing operations at a designated airport. On the apron area, aircrafts are parked and serviced by specialised ground support vehicles (fuel, catering, baggage, small maintenance). The efficiency and security of the handling (servicing) process are significant issues for airport authorities, aircraft operators and citizens. The AVITRACK apron's activity model target of the research, will be able to model, interpret and check normal servicing operations and to track objects and persons over the airport parking area. The envisaged application is the Airport away from the terminal buildings, in most cases, under the control of the airport operators and not air traffic control. It is envisaged that the model will exploit real-time information from video and infrared images. Hardware devices and algorithms, yet to be developed, will be based on image segmentation, objects tracking and intelligent knowledge based system needs and capabilities. The interpretation and model checking will identify the kind of objects and their roles. Modelled servicing tasks will be compared with the reality to monitor apron global-activities; unexpected delays will
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 'Super-resolved stochastic inference: learning the dynamics of soft biological matter', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The dynamics of biological systems, from proteins to cells to organisms, is complex and stochastic. To decipher their physical laws, we need to bridge between experimental observations and theoretical modeling.  Thanks to progress in microscopy and tracking, there is today an abundance of experimental trajectories reflecting these dynamical laws. Inferring physical models from noisy and imperfect experimental data, however, is challenging. Because there are no inference methods that are robust and efficient, model reconstruction from experimental trajectories is a bottleneck to data-driven biophysics.I will bridge this gap by developing practical algorithms that permit robust and universal inference of stochastic dynamical models from experimental trajectories. To this aim, I will build data-efficient tools to learn stochastic differential equations and discover physical models, employing methods from statistical physics and machine learning. The main focus of SuperStoc will be in resolving models with high precision from limited trajectories. To assess the efficiency of the methods I develop, I will design information-theoretical frameworks to quantify how much can be inferred from trajectories that are short, partial and noisy. The convergence of the resulting algorithms will be backed by mathematical proofs and numerical simulations in realistic conditions.I will apply these new tools to several key open biophysical problems where existing methods are failing: condensate-mediated interactions between genomic loci, cellular mechanosensing in confined environments, pattern formation in embryo development, and visual interaction between fish leading to collective motion.The resulting algorithms will be implemented into a software designed to be useful for the broad soft
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 'Sibiu HCEV: an Intelligent Hybrid High Capacity Electric Underwater Remotely Operated Vehicle' (2014-2020).

assistant: **Concept**

With a coastline of 89,000 km, along two oceans, four seas and large overseas territories, Europe can be considered as a blue continent. Seas and oceans are important for human well-being and wealth, but they are also affected by human activities directly and indirectly. Marine robotics technologies play a key role in a wide range of functional applications including: a) environmental surveys, and assessment; scientific data collection and sampling b) oil and gas surveys c) harbour and border surveillance and protection d) critical infrastructures inspection (e.g wave and wind offshore energy installations) e) underwater farming and fish-farming etc...  The use of marine robots in industry, research and service applications has dramatically increased in the last 20 years. The market for underwater system is among the most valuable within professional service robots. Yet there are both technical and non-technical market barriers that need to be adressed, including but not limited to: a) low cost, easy to use, systems for persistent autonomous surveillance and monitoring operations b) lack of standardization and regulations c) underwater optical and acoustic communications, vision and localization d) combined vehicle-manipulator systems for underwater infrastructures inspection.   The overall objective of Nido Robotics with this innovation project is to introduce Sibiu HCEV in the high capacity electrical vehicle segment of the mini-ROV market. The Sibiu HCEV is a disruptive underwater robot that will allow companies to harness cutting edge robotics technology in an easy to use format in order to reduce risk to personnel and operations, CAPEX and OPEX. We expect to reach a leading position in the European market, increasing rapidly the market share and sales of the compan
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 'Villages to Empire: 4000 Years of Death and Society in Elam (4500-525 BCE)' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

ELAMortuary is an innovative multidisciplinary project combining archaeology, philology and social theory with digital technology to map long timescale social change in the ancient Near Eastern civilisation of Elam through the lens of its mortuary record. It capitalises on a rare opportunity to track developments across pivotal moments in human history through an uninterrupted sequence of mortuary evidence from small village communities (ca. 4500 BCE) to the rise of the Persian Empire (ca. 525 BCE) at a single site, the gargantuan settlement mound of Susa on the Susiana plain, which flanked lower Mesopotamia—the so-called “Cradle of Civilisation”. Its inhabitants travelled along a similar general trajectory to their Mesopotamian neighbours, from villages, to cities, to states, to empires. The project prioritises a longue durée historical view that seeks long-term patterns in societies and it re-evaluates, through a theoretical interrogation of mortuary data, the validity of the still-dominant linear model of social evolution in ancient southwest Iran.In ELAMortuary praxis, theory, acquisition of skills through advanced training, and a strong partnership come together in a high impact project that will generate an open access database with a new set of archaeological and textual data, and a model for analysing it. This timely new approach to archaeological research is now conceivable thanks to the availability of a rich corpus of data, the digital tools to analyse it, and a solid support network of European researchers. ELAMortuary will deliver a body of new evidence that can be exploited by other researchers of ancient Iran and neighbouring regions of the Near East, and it will present a method and case study for assessing long-scale social change through mortuary evide
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 'Double infection by HSV-2 and HIV: how does HSV-2 infection facilitate for HIV infection?' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Globally, more than 40 million people are currently infected with HIV-1, with the vast majority of infections initiated at mucosal surfaces and approximately half of the world people now living with HIV are women. Herpes simplex type 2 (HSV-2) is one of the most common sexually transmitted viral diseases (STD) with an estimated prevalence of up to 50% among the female population worldwide giving rise to genital lesions and ulcers. Genital tract inflammation due to STD, such as HSV-2, increases expression of HIV receptors and co-receptors on all the resident target cells in genital mucosa. Apoptosis and apoptotic proteins, such as Fas have been showed to participate in homeostatic maintenance of vaginal epithelium.   Considering the fact that disruption of the integrity of the vaginal mucosa resulting from HSV-2 heightens the risk of HIV transmission and may involve exacerbation of apoptosis mechanisms it is necessary to test how apoptosis during HSV-2 infection may add to disruption of vagina epithelium integrity and therefore, how it influences the outcome of double HIV-1/HSV-2 infection. To gain knowledge on this pathogenic scenario I will (i) identify the influence of HSV-2 on apoptosis and disruption of the vaginal mucosa using a mouse model of HSV-2 infection, (ii) examine the contribution of Fas and other receptors of the TNF family to vaginal epithelium lesions during HSV-2 infection (iii) analyze how HSV-2 infection can add to HIV-1 infection using double infection model of mice infected with HSV-2 and HIV-1/murine leukaemia A4070 pseudotype virus. Whenever applicable the relevance of the results obtained in the animal models will be verified in biopsy material from HSV-2 infected women. I expect that disclosure of the mechanisms responsible for increased suscep
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 'Irrigation water saving by replacing the traditional irrigation system by an Adjusted Regulated Deficit Irrigation one' to be submitted under Horizon 2020.

assistant: **Abstract**

At present and more so in the future, irrigated agriculture will take place under water scarcity. Insufficient water supply for irrigation will be the norm rather than the exception, and irrigation management will shift from emphasizing production per unit area towards maximizing the production per unit of water consumed, the water productivity.To cope with scarce supplies, Galpagro has developed and tested a Regulated Deficit Irrigation (RDI) protocol for the olive plant using the Scholander pressure chamber as a tool for estimating the plant tissues water potential. Thanks to our RDI irrigation system, the water restriction is limited to drought-tolerant stages, often the vegetative stages and the late ripening period. So, it makes possible the reduction of spent water up to 40 % without prejudicing the production and the quality of fruits. Furthermore, to enhance this novel irrigation system, we need to develop a continuous measurement sensor which will be able to replace the Scholander pressure chamber (discontinuous method). This sensor will make easier and more efficient the implementation of RDI protocol in olive tree and latter to other crops, and also, will reduce the overall costs. To date, there don’t exist in the market any method or sensor able to estimate in continuous the olive trunk water potential, which would make possible the integration of our RDI protocol immediately to the market. In this regard, Galpagro is collaborating with other specialized companies to develop the continuous-online sensor. Our target customers will be the individual farmers of any size and/or cooperatives who are willing to pay for a differentiate and effective irrigation system which will reduce them irrigation costs (water quantity), without prejudicing the production and fr
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 'Multiple routes to memory for a second language: Individual and situational factors' in the context of a Horizon Europe call.

assistant: **Objectives**

Learning a second language (L2) after early childhood is a challenge, and learners differ not only in how well they rise to this challenge, but presumably also in how they do it. For instance, a small minority of talented individuals is able to acquire a near-native accent in L2, despite the fact that the phonetic repertoire normally becomes dedicated to the native language within the first years of life. It seems thus plausible to assume that these learners have access to a different manner of phonetic learning. Different learning situations, e.g. learning a language in the classroom versus learning it by immersion, also seem likely to involve different acquisition mechanisms. However, we know almost nothing about such qualitative processing differences in L2 learning. Memory research, on the other hand, offers a number of dual-route or dual-system accounts that do describe different ways in which our brain stores and remembers information. The general dimension on which such routes differ is abstraction: New information may either be retained literally, or it could be abstracted to its most important features.The current project aims to use such theories and methods from memory research to investigate the hypotheses that there are several alternative routes to L2 learning, and that individuals, as well as situations, differ with respect to which of these routes is preferably taken. Both word / pronunciation and grammar learning will be examined, assessing in how far language domains differ concerning the variability of learning routes. Furthermore, the stage of L2 acquisition may play an important role. Hence, both the learning of an entirely new language and the processing of an already established second language (English) are included. Since the research fields of
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 'Advancing Econometric Methods for Analyzing Data from Regression Discontinuity Designs' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Over the past two decades, regression discontinuity (RD) designs have become one of empirical economics' most popular strategies for estimating causal effects from observational data.  In such designs, units are assigned to the treatment group if and only if a special covariate, or running variable, falls above a known cutoff value. Under mild conditions, those units close to the cutoff are as good as randomly assigned to receive the treatment, which provides a simple and transparent source of identification of the treatment's causal effect.This project extends the range of methodological tools available to applied researchers working with data from RD designs. It is divided into three parts. The first part develops methods for incorporating covariates and group structures into the analysis of RD designs by adapting modern machine learning methods and empirical Bayes approaches. The second part considers RD designs with a discrete running variable. It shows that current state-of-the-art inference procedures are likely to be misleading in such settings, and develops new confidence intervals for causal effects. The third part develops methods for estimation and inference that account for manipulation in RD designs. Here manipulation refers to any strategic action taken by the actors within the respective institutional context that leads to observational units on different sides of the cutoff being non-comparable. The part develops a general framework for manipulation with corresponding nonparametric methods for estimation and inference, and considers various extensions.Given the huge popularity of RD designs, and the proposal's focus on practical methods, this project has the potential to have a sizable impact on empirical economic research in a number of policy relevant
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 'Intelligent Hybrid Thermo-Chemical District Networks', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The innovative thermo-chemical (TC) network technology of H-DisNet will contribute to next-generation district energy networks. The technology will exploit high chemical potential of absorption processes for loss-free transport and storage of energy potential. It will be applied to form an intelligent district network with thermal, electric and gas networks. This intelligent thermo-chemical district network will significantly- increase energy efficiency of heat transport and storage,- increase utilization of waste heat and renewables at low temperature- contribute to a wider usage of district networks by allowing heating and cooling in one multifunctional network and by adding the additional services drying and humidity control.- reduce the primary energy usage The project will serve to gain the required knowledge about processes, components and network applications and to demonstrate the feasibility to allow the industrial R&D to pick up the technology and to bring it to the market. Four project work levels guarantee to reach the readiness for broad industrial development:(1) The partners develop the TC components and intelligent network technology and demonstrate it in a residential area and in an industry environment to proof the technology's feasibility.(2) Modelling of TC components serves to carry out simulation of networks. On this basis, smart control strategies and a network identification tool are developed. (3) Based on simulation, an economic and environmental assessment determines the potential of the technology and allows defining the path to market. (4) The dissemination and exploitation strategy operates at two levels: First, it informs a broad audience including energy suppliers, operators, local governments, manufactures and end users about the princip
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 'Oncogene-driven immunosuppression via glyco-immune checkpoint modulation in pancreatic ductal adenocarcinoma.' (DiscoverableTumor), addressing dissemination and exploitation.

assistant: **Impact**

Pancreatic ductal adenocarcinoma (PDAC) stands out as one of the most aggressive tumors, ranking as the third leading cause of cancer-related death. Glycosylation has emerged as a critical regulatory mechanism contributing to tumor progression and immunosuppression, a hallmark of PDAC tumor microenvironment (TME). Recent studies have shown that tumor immune evasion programs can be facilitated by the activation of immunosuppressive glyco-immune checkpoints (GICs), governed by interactions between cell-surface glycans and glycan-binding proteins (GBPs). While oncogene mutations are known to have immunosuppressive effects and impact protein glycosylation, their effect on GIC modulation remains unexplored. This project aims to investigate how oncogene mutations affect GBP-glycan interactions acting as GICs in PDAC, potentially identifying new therapeutic targets. To identify relevant GICs, I will examine how the most frequent KRAS oncogene mutations in PDAC affect glycosylation and GBP activity, leading to the creation of immunosuppressive functions. Using co-culture experiments with primary pancreatic duct epithelial cells and key TME cellular components, such as cancer-associated fibroblasts, as well as lymphoid and myeloid immune cells, I intend to uncover alterations in the cell surface glycome and changes in GBP binding activity that contribute to immunosuppressive pathways. I will employ unbiased glycan-targeted proximity labeling techniques to uncover novel oncogene-driven GBP-glycan axes and simultaneously analyze the activities of GBPs previously associated with cancer and immune evasion, such as galectins (galectins 1/3/9) and siglecs (particularly Siglecs 7/9/15). The findings will be validated using cellular and organoid models of PDAC to assess candidate GICs a