RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Machine Learning for Tailoring Organic Semiconductors'.

assistant: **Concept**

“Machine Learning for Tailoring Organic Semiconductors” (MALTOSE) connects fundamental materials research with machine-learning (ML) techniques, focusing on the electronic properties of organic semiconductors. The aim of this innovative project is to discover and design novel materials with exciting properties, the prime example being the design of compounds for better organic photovoltaic cells, i.e., that reach higher power-conversion efficiencies and are more stable and more environmentally friendly.The methodology relies on a deep tensor neural network, the so-called PredictNet, that is designed and trained to predict electronic properties of molecules and polymers, at a fraction of the numerical cost compared to density-functional theory (DFT) computations, not to mention experimental measurements. PredictNet will be particularly fruitful in combination with a genetic algorithm that will be developed to propose candidate compounds from crossover and mutation from previously successful compounds. MALTOSE will enable the identification and design of promising compounds, out of the immense pool of imaginable molecules and materials, for future technological applications in fields like organic photovoltaic solar cells, large-area electronic displays, flexible organic electronics, or sensors.The project will bring together the fellow, a recognized quantum physicist and data scientist with academic and industry research experience, and a top research host institution under the supervision of a leading expert in materials science, genetic algorithms, modelling, simulation and knowledge transfer. The fellow will receive an advanced training programme in research skills and complementary non-research-oriented skills in order to enhance his future career prospects and to pro
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 'Coordination and Support for National Competence Centres on a European Level' in the context of a Horizon 2020 call.

assistant: **Objectives**

CASTIEL´s mission is to contribute to the success of the activities of the National Competence Centres (as realized in the Research and Innovation Action (RIA) in the same call – EuroHPC-04-2019 by tackling both the maintenance and strengthening of excellence, while identifying and closing gaps due to the diverse levels of maturity between the different nations. CASTIEL will therefore bring together a core consortium to setup a framework of activities that will support the evolution of each single National Competence Centre and enable them step by step to get closer together in terms of capabilities and expertise.The greatest challenge hereby is the integration of the single nations into the overall strategy at European level while preserving their autonomy and without interfering with their national strategy. This will address, the challenge of maximising existing European HPC knowledge and expertise across Europe, and CASTIEL will take the role of a single and central reference point at European Level to coordinate and support the National Competence Centres.


**Keywords:** Competence Centre, Training, Twinning, Business Development, Awareness Creation. Support, Networking
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 'The Remote Control of Maternal Metabolism by the Placenta', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

During pregnancy many physiological changes occur in the mother that are designed to support fetal growth. These include changes in the cardiovascular, pulmonary, immune and metabolic systems. In particular, the mother becomes less reactive to insulin, leading to increased glucose availability to the fetus in late pregnancy. These adaptations are thought to be signaled, in part by changes in placental hormone production. Whilst studies have shown that the placenta has the capacity to produce different hormones, their specific role in adapting maternal metabolism during pregnancy relies principally on association studies. Moreover, there are likely to be more protein mediators secreted by the placenta with systemic actions in the mother. Failure to adjust the mother's body to the pregnant state may result in pregnancy complications, including abnormal birth weight and maternal diabetes, which can further lead to a range of medical complications for the mother and baby. The overall goal of this study will be to identify the nature and wider biological significance of placental endocrine function in adapting the mother's body during pregnancy to support fetal growth, with a focus on maternal metabolism. This work will primarily use the mouse as an experimental model as the placental signaling/secreting cells are conveniently organized into a distinct region and are under unique genetic control. Therefore placental signaling cells can be isolated, cultured and genetically-modified independent of other cells in the mouse placenta. The secreted placental candidates will be identified using the latest sequencing technologies, and their metabolic effects will be tested on cell lines and in the whole organism using unique genetic tools available at the University of Cambridge. K
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 'Mesoscopic modelling of synthetic and biological ionic macromolecular systems'.

assistant: **Objectives**

The project aims at reinforcing of existing and establishing new research collaboration between 3 Research Institutions based in France, Netherlands and Czech Republic and partner organization from Russian Academy of Sciences  working in the domain of physical, theoretical and computational chemistry of advanced polymer materials and biomacromolecules. We aim to benefit from complementarity of world-leading expertises of participating teams and to combine efforts of analytical theory and diverse numerical computer modelling approaches for the study of  architecturally complex, including supra-molecular,  structures formed by synthetic or biological macromolecules.  Our ultimate goal is to understand how topological complexity in combination with multitude of competing molecular interactions (ionic, hydrophobic, etc.) govern solution and stimuli-responsive properties of macromolecules and supra-macromolecular assemblies. A strong emphasis will be made on application of concepts and computational methods of polymer science for understanding of structure and performance of biomacromolecular assemblies operating in living systems. Methodologically, we plan to combine molecular-realistic self-consistent field modelling with Molecular Dynamics and Monte Carlo simulations supported by analytical theory. In addition to getting new valuable insights for material science and molecular biology, we aim at developing novel highly efficient hybrid computational algorithms  and corresponding computer codes. The scientific program will be implemented through a systems of exchange visits of early stage and experienced researchers with a dual goal to bring their complementary expertises to the partner laboratories and to get trained and to benefit from techniques mastered by hosting part
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 'Protocol for data-driven Manifold generation, validation, and utilization in high-fidelity combustion simulations' (ProtoMan) targeting Horizon Europe.

assistant: **Abstract**

For a clean energy future, combustion technologies require profound innovation as they remain essential for providing industrial heat, powering aviation and maritime shipping, supporting heavy-duty applications, and enabling long-term energy storage. To support and accelerate these sectors' transition to carbon-neutral and zero-carbon fuels (such as H2 and NH3), advanced numerical simulations of reacting flows are expected to play an important role. These simulations provide unique insights into the dynamics of turbulent flames in novel gas turbines or industrial furnaces - essential technological devices for the energy transition. However, high-fidelity simulations of turbulent reacting flows demand extensive computing resources, specialized software, and expert knowledge. Due to the multi-scale nature of combustion, even large research institutions face a trade-off between strong simplifications and extensive simulation runtimes, limiting their simulations' applicability for design processes. Manifold-based models offer a promising solution to reduce computational costs without compromising accuracy. By exploiting the self-similarity inherent to reacting flows, these models enable pre-tabulation of thermochemical states instead of repeated recalculations, resulting in significant simulation speed-ups by factors of 10 up to 1,000. Despite this extraordinary potential, there does not exist a straightforward approach to construct these manifolds for general conditions and current methods remain largely heuristic. ProtoMan seeks to unlock the potential of manifold-based models leveraging the synergy between recent advances in 2D flamelet theory and machine learning techniques. Implementing a systematic protocol for data-driven manifold generation, assessment, and utilizat
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 'Sources of Meaning: Grounding Formal Semantics' in the context of a Horizon 2020 call.

assistant: **Objectives**

While formal semantics has established itself as a rigorous field, its impact on the broader cognitive sciences has remained suboptimal. Besides the inherent complexity of formal theories, the reason might be that the data explained are narrowly linguistic. We propose to extend the breadth and explanatory depth of formal semantic theories by testing them against understudied objects. Within language, we study spoken language gestures as well as sign languages, especially in their iconic dimension. Beyond language, we investigate primate gestural and vocal communication, and semantic effects in music. Our goal is threefold. First, we investigate how the typology of semantic operations extends to these new objects. Second, we explore the cognitive underpinnings of these operations in two types of cases: when the extension of a rule to a new type of object  provides new constraints on the form of this rule (e.g. the existence of a presupposition triggering mechanism in iconic constructions); and when an expression has cognitive uses beyond language (e.g. raised eyebrows, or increased loudness). Third, we explore possible evolutionary connections among operations found in speech, sign, human and non-human gestures, and music. We will (i) explore gestural counterparts of formal semantic operations found in sign language, (ii) investigate how the rich typology of inferences uncovered by semantics extends to iconic gestures, and (iii) conduct a comparative investigation of this typology for iconic vs. non-iconic inferences in sign language. We will (iv) extend the enterprise beyond humans by exploring how a particular operation, implicatures, extends in animal linguistics, and whether human gestural expressions have counterparts in apes; and we will (v) develop a generalizatio
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 'N2O abatement by catalytic treatment' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The objective of the proposed project is to define and develop new, advanced and efficient catalytic techniques, and compact economic process technologies for the abatement of N20 in industrial off-gases. The development will be based on the decomposition of N20 in nitrogen and oxygen and therefore in principle no additional reducing compounds will be necessary. This will result in relatively cheap processes, which can be easily controlled and operated. As for the composition and temperature of the off-gases to be treated, the work will be focussed on two specific application area's i.e. treatment of off-gases from specific N20-emitting chemical production and of fluidised bed waste combustion processes, which are representative with respect to the problems encountered in general. Since the requirements and circumstances for the two application area's differ, two process approaches are chosen. For the treatment of chemical process off-gases an innovative dual-step process will be investigated, consisting of a preconcentration step on an inorganic sorbent-catalyst at the process temperature of the off-gases, followed by regeneration of the spent sorbent-catalyst by catalyzed desorption/conversion in a two-section reactor system at reaction temperatures. In this approach the complete off-gas stream has not to be heated to reaction temperature, thus offering economical and energytical advantages. Sorbent-catalyst systems based on zeolites and/or mixtures with metal oxides on ceramic monoliths will be investigated. With these catalyst systems a number of potential technological problems, such as insufficient residence times and catalyst flooding can be avoided. In the case of waste combustion off-gases, a simple one stage in-situ fixed-bed or monolith catalytic decompositio
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 Sixth Framework proposal on 'When do injected dykes reach the surface to feed eruptions in a volcano? Field observations, numerical modelling, and hazard implications'.

assistant: **Concept**

With more than 500 million people living near active volcanoes worldwide, including many million in EU, improved understanding of how volcanoes work is absolutely necessary so as to be able reduce volcanic risk. The understanding of hazard-related processes once an eruption has progressed much in recent decades.No similar progress has been made in understanding the physical processes that occur inside volcanoes during unrest periods, some of which are manifest in surface deformation, landslides, caldera collapses, and eruptions. For a volcanic eruption to occur, it is normally necessary that a magma chamber becomes ruptured and a magma-filled fracture, a dyke, forms and is able to propagate to the surface.However, most dykes are non-feeders; they become arrested at depths in the volcanoes. Very many well-exposed arrested and feeder dykes are known from Tenerife, Iceland, and Italy, but many more need to be found and studied. The main aims of this research are to use field observations, analytical, and numerical models of dyke emplacement to help interpret unrest periods in active volcanoes and to assess volcanic hazards.The focus is on the following topics: the stress, thermal, and mechanical conditions which determine whether dykes injected from shallow chambers become arrested or reach the surface; the surface stress and deformation induced by a typical dyke propagating towards the surface; the thermal effects of dyke emplacement; how the eruptive fissure propagates laterally at the surface; and the role o f dykes in triggering landslides on large volcanic edifices.The results will be applied to active volcanoes in Spain, Italy and Iceland. In testing and applying the models, use will be made of existing extensive geological, geochemical, and geophysical data sets. Th
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 'A compact, unmanned, renewables-powered and self-sufficient vessel able to pick up marine litter and to treat it on board for volume reduction and energy recovery' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

The project intends to explore the feasibility of introducing to the market Sea Litter Critters, a compact, unmanned, renewables-powered and self sufficient marine litter collection and treatment vessel based on a patent pending device treating waste thermally with plasma technology and no harmful emissions. This device is designed to operate near the shores especially nearer tourist facilities substituting the mechanical collection of litter currently adopted. By picking up litter (plastic debris mostly) near the point of entry, Sea Litter Critters contribute to minimising the pollution risks linked to plastic in the sea, where plastic items become brittle and break down into small particles, but basically never dissolve. Such particles can be eaten by zooplankton thus enter the foodchain. Therefore picking up plastic debris while still intact and as soon as possible after their disposal supports and complement in the short term all the high level policy actions for litter prevention (minimisation of waste, use of biodegradable plastic, awareness raising, beach clean up days etc.). This study aims to check the attractiveness of the innovation to the market involving potential customers (coast towns, associations of tourist and fishing ports and marinas, representatives from the cruise and hotels industry, marine natural reserves authorities). The first markets identified are on the Mediterranean Sea, which is at the center of a very highly populated area of the World with many Countries relying mostly on tourism. Studies confirm that the Med has mostly marine litter derived from this economic activity and up to 80% of it originating from land. Italy, with its over 7600km long coastline and a strong dependency upon tourism, will be the first market, followed suit by Fra
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 'Extract Forensic Information for LEAs from Encrypted SmartPhones' under Horizon 2020.

assistant: **Concept**

Technological advances and development of sophisticated functions in mobile devices led to new usages and dependencies. Mobile phones are often a key factor in criminal cases, intrusions, intellectual property theft, security threats, and more. The data stored in these devices may contain critical evidence associated with the above-mentioned crimes. The latest generation of devices incorporate new security features and encryption schemes to ""protect"" the device and its associated user data. The other side of the coin is that the rapid processing of critical evidence by various information retrieval techniques is slowed down, if not made impossible. The mobile device forensics field is a challenging area for forensic analysts, particularly given the increasing number of data encryption mechanisms.The EXFILES project aims to provide law enforcement agencies (LEAs) with new tools to extract data and associated evidence from these devices in strict legal contexts. A unique consortium of five LEAs, universities and cyber security companies from the EU have joined forces to address these challenges. Together, they defined three areas of work on technical data extraction techniques, namely software exploitation, hardware methods and combined methods. In addition, tools and methods inspired by other areas of information security (e.g. security assessments based on common criteria) will lead to new judicial methods of accessing data for lawful investigations. Another unique dimension of EXFILES is the clear focus on the ethical and legal aspects of research and exploitation as well as dissemination and training activities for the next generation of forensic experts.The main objective of EXFILES project is to improve Law Enforcement Agencies techniques and methods, to extract d