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 a compelling abstract for 'Training next level scientists and researchers to develop highly selective and safe insecticides' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Some of the most acute challenges that the world faces are caused by insects and mites that seriously threaten human health and food security. Their control is primarily achieved by the use of insecticides: e.g., malaria prevalence has halved since 2000, saving 660 million lives, with 80% of the reduction being attributable to the use of insecticides. However, both limited availability of low risk insecticides (“insecticides that only fight the bad bugs’) and insecticide resistance represent major threats. So, there is an urgent need to develop novel, safe insecticides. Earlier research pointed to a discriminatory role for the enzyme cytochrome P450 (CYP) in the sensitivity to insecticides. CypTox will exploit the CYP metabolic/detoxification pathway of target and non-target organisms, to develop insecticides, efficient against selected insect & mite major pests and vectors, but highly selective and safe for mammals, pollinators and the environment. Outcomes will also include significantly beyond the state of the art biotechnology platforms (high-throughput cell/enzyme- screening assays and in silico pipelines), that will advance research capabilities for future developments of low risk insecticides. CypTox will provide excellent research training within a creative and flexible environment that actively promotes the integration of academic rigor and commercial pragmatism through mobility between sectors and focused training events. The size and balance of a highly motivated consortium (6 AC/6 industrial–of which 3 SME & 3 TC; 300 well distributed secondments), the involvement of experienced PIs in Horizon2020 and ERC projects and the modern communication, dissemination and exploitation approaches will ensure efficient implementation and impact, at several levels. Enhanc
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 clear, measurable objectives and define the scope for the project 'Sustainable Aviation Fuel Production via High Temperature Electrolysis and an integrated Fischer-Tropsch Reactor' (SAFphyre) under Horizon Europe.

assistant: **Objectives**

Solid oxide electrolysis (SOE) is a promising technology for producing sustainable aviation fuel (SAF) via Fischer-Tropsch (FT) synthesis. Despite its advantages, such as high efficiency and waste heat utilization, challenges remain in scaling up SOE/FT integration. These include optimizing heat integration, cell performance, and energy efficiency while reducing costs. Collaboration is crucial in addressing these issues and advancing SOE/FT technology to meet the growing demand for low-carbon SAF driven by recent emission reduction targets.SAFphyre brings together a well-designed consortium of industry experts and leading researchers to tackle key challenges in co-SOE and FT. By leveraging their collective expertise in computational modeling, experimental validation, and industrial scale-up, the consortium will address critical issues in materials development, process optimization, and system integration. The industrial partners – Topsoe and Sasol – will bring in essential expertise in manufacturing, scale-up, and commercialisation, while providing a clear pathway to further develop and exploit its key results. The main aim of SAFphyre is thus to demonstrate the production of SAF using syngas produced by co-SOE technology. It will manufacture and test next generation SOE cells and combine advanced modelling and simulations with innovative numerical approaches to optimise BoP and cell design, demonstrating the potential for highly efficient and cost-effective co-SOE. Fed by the latest industrial insights on co-SOE manufacturing and FT e-fuel production, SAFphyre will address the key technical challenges for co-electrolysis integration to deliver a demonstration platform for new co-SOE technology that includes dynamic operational and scale-up strategies for large scale (1
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 'Dynamics of mental representations and learning in preverbal infants' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Understanding the initial architecture and learning algorithms of the human brain are central goals for cognitive neuroscience. Anatomical and functional brain-imaging studies have revealed that a complex brain architecture is already present at birth, including features associated with adult brains such as structural and functional asymmetries, long-distance connectivity and activations in prefrontal cortex. Despite such advances, little is known about the depth of information processing and the richness of mental representations in human infants. To address this issue, I propose to study the dynamics of information processing and conscious access in 34-month-old-infants. Using high-density EEG (128-280 channels), combined with new methodological approaches such as decoding, single-trial analyses of variability patterns, and new paradigms that monitor infants attention with frequency tagging, pupillometry and eye-tracking, I will separate infants short-lived, externally triggered versus sustained, internally driven responses and shed light on their roles in early learning. WP1 will study whether the properties associated with conscious access in adults (ignition, top-down amplification, serial bottleneck) are already present in infants, and explore how ongoing neural activity, top-down expectations, and bottom-up stimulus features combine to modulate conscious access. WP2 will investigate the dynamics of acquisition and manipulation of symbolic representations. Experimental manipulations combined with fine-grained analysis of the temporal dynamics of EEG signals will clarify the time constants of infant cognition: how fast a stimulus enters perceptual awareness, how long attention can be maintained, how robust is this central representation to competing inputs, and how
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 'HERMES: Holistic dEcision suppoRt system for infrastructure ManagErS' in the context of a Horizon Europe call.

assistant: **Objectives**

The HERMES aims at developing a “Holistic dEcision suppoRt system for infrastructure ManagErS”. HERMES faces in an original and integrated way some of the major and most urgent challenges in transportation infrastructure management, namely the need of optimizing the management of bridges at a time of growing threats and the main challenges dealing with the adoption of SHM systems: The difficulties related to the interpretation of SHM results for structural health assessment, the scarcity of sensor-equipped structures in a portfolio of bridges, and the integration of SHM data into current decision support systems. The main focus of HERMES is on hydraulic risk, i.e., related to floods/scour, which is a major source of concern for decision-makers. HERMES takes advantage of innovative and advanced modeling tools (Bayesian Networks, Digital Twins, and Artificial intelligence - AI) to assist the decision-maker in structural management under operational and exceptional conditions. Using a unified platform, which receives continuous data from the entire network (e.g., vibration-based SHM data, water level, scour depth), it integrates these data into a virtual model of the network and its critical structures, assesses the state of such structures, and provides informed and optimal risk-based management plans. HERMES will be articulated in four main activities linked to specific Working Packages: A1: Scour depth inference through Bayesian Network modelling of the bridge network; A2: Implementation of Digital Twins of the bridges in the network; A3: AI-supported structural reliability assessment; A4: Risk assessment considering direct and indirect consequences and decision making. HERMES is expected to form the base for future research developments related to the topic of bridge 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: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'NanoPrint: A novel nanometric additive manufacturing tool'.

assistant: **Objectives**

Additive Manufacturing (AM) offers the opportunity to quickly design and make prototypes that would otherwise require multiple step processing (lithography, nanoimprint…). So far, two-photon polymerization is the leading technology for manufacturing micron sized objects with nanometric resolution. However, thise technique requires photosensitive material, that polymerizes through two-photon absorption, limiting the versatility of the the technology NanoPrint is a direct AM technique, offering resolutions down to a few tens of nanometers in width and a few nanometers in height, bridging the manufacturing gap exposed by the historical industry trend of the past 40 years. It is not material specific, as any ink can be deposited, minding some adjustments in the printing parameters (colloidal metals, polymers, sensitive biological material). Another major advantage of this solution is the non-alteration of the ink by an external energy source (UV, laser…). Inspired by the long-established know-how in AFM at Micromégas Team, NanoPrint provides a nanometric manufacturing technology with unprecedented versatility and resolution. As opposed to conventional AFM techniques, our method uses a macroscopic resonator (tuning fork) allowing us to attach a larger capillary, without much excessively disturbing the oscillation properties, that are crucial for the deposition. We believe this technology will open new opportunities for the semiconductor (maskless lithography, interconnects...), molecular diagnosis (lab-on-chip, point of use), and microled (augmented and virtual reality) industries. This project emerged from the NANOSOFT ERC project, while working on the nanomanipulation of nanotubes and nanopipettes.
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 'Illuminating Atomic Scale Processes in Liquids and Gases' under Horizon 2020.

assistant: **Concept**

EvoluTEM: Illuminating Atomic Scale Processes in Liquids and GasesObjective 1: To build new capability in atomic resolution environmental imaging and analysis. Objective 2: To apply this platform to synthesise new photonic nanomaterials with enhanced performance.The vision is to design, construct, and make available the next generation of multifunctional in situ specimen holders for the scanning /transmission electron microscope (S/TEM). This new experimental resource will enable ground-breaking characterisation of complex nanoscale reactions under realistic and relevant environmental conditions using a lab-on-a-chip configuration. By providing a platform with unparalleled atomic scale imaging and simultaneous elemental analysis capabilities, as well as flexible in situ (temperature, pressure, and illumination) environments, this effort will provide an experimental module for a wide range of breakthrough in situ nanomaterials experiments. Motivating this work is the goal of being able to fully characterize the synthesis of novel photonic 2D materials, optoelectronic nanoparticles, and photoactive organic-inorganic perovskites. This research could lead to a new level of mechanistic understanding, providing knowledge to realize routes for the production of new nanostructures, with properties that can be optimally tailored for photonic applications (photovoltaics, light emission or optoelectronics). This ambitious research program is only possible because of the principal investigators outstanding electron microscopy expertise, coupled with the world leading nanofabrication capabilities and in situ imaging facilities at the University of Manchester. The project has been structured into five work packages (WPs) with each having well-defined milestones and deliverables.
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 Europe proposal on 'V A L I D A T E  - Validation of a Trustworthy AI-based Clinical Decision Support System for Improving Patient Outcome in Acute Stroke Treatment'.

assistant: **Innovation**

Based on previously developed models and an existing prototype of a clinical decision support system (patent pending), we set out in this project to further develop, test, and validate this clinical decision support for the treatment stratification of acute stroke patients to improve patient outcome.  Machine learning (ML)-enabled Artificial intelligence (AI) methods are increasingly adopted in the medical field. Implementing ML-based CDSSs have the potential to be go beyond the current clinical state-of-the-art as AI excels at finding complex and non-linear relationships across a multitude of prognostic variables. AI also has the promise to combine different modalities, such as imaging and clinical values, leading to powerful stratification tools accounting for a multitude of patient sub-populations.  Our consortium combines excellence in technical and medical machine learning development with the clinical expertise of three leading stroke hospital partners. Additionally, our consortium benefits from the special expertise in the development of trustworthy AI, software design, and the translation of AI models to the clinical setting with focus on the regulatory process. By leveraging the available medical data and exploiting technological opportunities in the field of AI, and developing and validating trustworthy AI solutions to be implemented in the clinical workflow we are seeking to surpass the clinical state-of-the-art by making a significant and sustainable impact on the treatment of acute stroke that will improve patient survival, outcome and quality of life.  The results of our work will serve as a pathway for future projects and we will make our experiences public in the form of standard operating procedures (SOPs) in the areas of development, testing, validatio
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 'Leader-follower hybrid control and task planning for multi-agent systems under spatiotemporal logic specifications' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Multi-agent control is a popular research topic due to its applications in a variety of areas. The main approach has been to incorporate tools from single-agent control to the multi-agent setup. However, many applications involve more complex tasks that may not be cast as a classic control objective, while the agents may be subject to constraints in space and time.  A current trend is thus to use formal verification in order to specify more general task specifications that induce a sequence of control actions rather than a stand-alone objective.  Spatiotemporal logics are based on continuous time signals and allow formulating space and time constraints, and thus are suitable for defining such specifications in multi-agent systems. Existing solutions do not take into account quantitative transient constraints, nor consider the high computational cost that may be endured by controlling the whole agent group when the number of agents grows. We instead consider here a heterogeneous, leader-follower approach, which relies on three design stages. At a first stage, we derive transient controllers for cooperative control objectives in leader-follower networks; at a second stage, these controllers are employed in order to satisfy tasks given to the network as spatiotemporal logic specifications; and at a third stage, we tackle task dependencies and infeasibilities through a refinement process both in the transient control design as well as in the leader-follower group structure, by using notions of network controllability.  The proposed leader-follower approach to the spatiotemporal task planning problem, combining elements from cooperative multi-agent systems under transient constraints, formal verification and graph theoretic network controllability, requires for new ways of t
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 'CAtastrophic Shifts in drylands: how CAn we prevent ecosystem DEgradation?' (CASCADE) targeting Seventh Framework.

assistant: **Abstract**

The aim of CASCADE is to obtain a better understanding of sudden ecosystem shifts that may lead to major losses in biodiversity and ecosystem services, and to define measures that can be used to prevent such shifts. The focus of CASCADE is explicitly on drylands as being one of the most fragile and threatened ecosystems in Europe. CASCADE will investigate the historical evolution of dryland ecosystems in six Mediterranean study sites, and improve understanding of the biogeochemical mechanisms underlying sudden and catastrophic shifts through a combination of experimentation and modeling. Experiments in laboratory and field will be used to assess the biogeochemical processes that are thought to underlie regime shifts in drylands, to study the interplay between competition and facilitation, and to assess the effects of biotic and abiotic processes on vegetation structure and composition. Field surveys will identify changes in ecosystem structure and functions that indicate approaching or crossing of tipping points, link these findings to experimental results, and  assess potentials for restoration. Models will be developed to describe regime shifts in the studied drylands in terms of changes in vegetation composition, abundance and spatial patterning. Based on both experimentation and modelling, CASCADE will develop management schemes for sustainable resource use and conservation of ecosystem services. By combining physical with socio-economic modeling, measures will be defined that work from an ecological as well as a socio-economic perspective. The results of CASCADE will be made accessible to natural resource and biodiversity managers, policy makers, and other audiences, using a variety of dissemination methods such as reports, booklets, newsletters, meetings, videos,
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 'Sustainable energy for the rural village environment'.

assistant: **Objectives**

The SERVE project demonstrates sustainable energy use in rural communities. Retrofit work is led by the Local Authority (NTCC) and new build by a not-for-profit co-operative (SPIL). SPIL is selling serviced sites in an Eco-Village to members, who will then build under the control and guidance of SPIL. This 132-home project is already under way. Thus, it will act as a flagship for Concerto from the start, by raising public awareness of RUE/RES. This high-profile project has the strong support of the local community and of NTCC.Under Concerto, NTCC will promote advanced retrofit technology and RES, with the aims of reducing heat demand in a cluster of villages by 40% and doubling RES. Five hundred buildings will be upgraded, in an area housing 0.1% of Ireland's population. This will ensure national impact. Building owners will use diverse RUE/RES technologies, which will maximize replicability. Performance data will be widely disseminated.
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 'Determinants of sexually antagonistic selection in a wild mammal population' in the context of a Seventh Framework call.

assistant: **Objectives**

Selective pressures on males and females may be very different, leading to differences between the sexes (i.e. sexual dimorphism) in sexual ornamentation, weaponry, as well as body size, in many species. Such different selective pressures on males and females may result in sexually antagonistic selection on the two sexes: genes that are advantageous when expressed in males, may by disadvantageous when expressed in females. Given that sexual dimorphism is very abundant, it is likely that sexually antagonistic effects are very common in nature. Sexually antagonistic may have important implications for the maintenance of genetic variation and sexual selection in natural populations. However, the study of sexual antagonism is still in its infancy, and most evidence comes from laboratory studies. With this project I aim to make an important contribution to the study of sexual antagonism, by studying sexually antagonistic effects and their phenotypic and genetic determinants in a wild mammal population. I will use a multidisciplinary approach, combining advanced molecular genetics methods and ecological field data. The proposed project will furthermore be of vital importance to advancing my career as an independent researcher in ecological and evolutionary research.