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 'Prediction + Optimisation for scheduling and rostering with CMPpy' (PO-CPMpy), addressing dissemination and exploitation.

assistant: **Impact**

In today’s world, organizations across various industries face the challenge of efficiently scheduling their production processes and rostering their workforce optimally. However, despite consistent improvements in combinatorial optimization software for scheduling and rostering, the complexity of this task continues to grow due to uncertainty about multiple factors such as employee availability, demand fluctuations, supplier variability, variable prices, the impact of weather and the increasing need for energy efficiency. Machine learning can be used to make estimates about these uncertain factors, but the real challenge is in integrating predictions and the optimization of scheduling and rostering problems. Or more precisely *that predictions and optimization over these predictions need to be developed and evaluated together*. While many combinatorial optimisation solvers for solving scheduling and rostering exists, including Constraint Programming and Mixed Integer Programming solvers; few of these solvers can be easily integrated with machine learning libraries. Futhermore, in a machine learning pipeline, the requirements for the solver change. What is needed is a framework for solving prediction + optimization problems that bridges the machine learning and combinatorial optimization solving tools. It should allow actors to discover what a data-driven approach can signifigy to their scheduling and rostering problem, by allowing them to easily experiment and prototype, both on the learning side, the solving side and the combination of the two.In my ERC Consolidator project 'Conversational Human-Aware Technology for Optimisation', we started building such a library: CPMpy. We notice an increasing industrial interest in solving Prediction + Optimisation problems, but 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: Describe how 'Comparing stochastic linear oscillations and deterministic non-linear oscillations in ecological time-series' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Research objectives and content Microtine density cycles have usually been modelled in two different ways: The first is the theoretical/mathematical approach, which is based on assumed mechanisms, often being non-linear. It starts from the ecological hypotheses about the world and yield predictions of what is expected to happen under different conditions (i.e., under different parameter values). The main problem with this approach is that it is very difficult to derive this type of models directly from the observations. The second is the empirical/statistical approach. This approach starts from observations and tries to provide a good statistical description of the data. This approach is difficult to relate to data/knowledge on ecological processes. These two approaches to the modelling of ecological processes have tended to develop more or less in isolation with only superficial reference to each other - and consequently without gaining much from each other. This lack of interaction is unfortunate, because such lack has lessened the maximal possible development and achievements in the field of population ecology. The major aim of this project is to compare and unify these two approaches and test the appropriateness of the approaches. Training content (objective, benefit and expected impact) During the period at the University of Oslo, I shall benefit by expanding my approach significantly. I shall take part in detailed ecological discussions, on patterns as well as mechanisms, which will make me a better biomathematician. I have planned to bridge the gap between traditional mathematical modelling of ecological processes and the statistical modelling of time-series. This will be done by deducing the structure as written in delay co-ordinates of various mathematical mode
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 Fourth Framework proposal on 'Cancer After Transplantation'.

assistant: **Innovation**

Organ transplantation is followed by an increased risk for development of cancer. Analyses of materials from transplanted and therefore immunosuppressed patients allow the possibility to find risk factors for cancer and to evaluate oncogenetic mechanisms in general. In our most recent analyses performed using correct cancer epidemiological methods an increased incidence of 3 - 5 times that in the general population has been found, including most types of tumours, however with an uneven pattern with emphasis on lip- cervical-, vulvar-, urological-, skin-cancers and lymphoproliferative disorders (PTLD). Most tumours occur early (include. PTLD) after transplantation, tumours of the skin however later and with an increase with time. This complication appears to be increasing in degree for all types of organ transplantation, however a parallel increase in our knowledge concerning possible risk factors and oncogenetic mechanisms in general. Many of the tumours appear to be associated in some way with virus infections, thus opening up for possible new approaches to prophylaxis and treatment. Based on previous cancer epidemiological studies in the Nordic countries it is the aim of this new study to : 1. perform a follow-up on existing files on kidney transplanted patients in the Nordic countries to latest possible date in the framework of Scandiotransplant and the Association of the Nordic cancer Registries 2. to analyse the Nordic material concerning all types of organ transplantation to latest possible date in the framework of Scandiatransplant and the Association of the Nordic Cancer Registries (ANCR) 3. to start a prospective registry with extensive use of existing data files in the Scandiatransplant organisation and the Association of the Nordic Cancer Registries (ANCR) al
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 'A novel class of genetically encoded sensors of membrane protein function and structure' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The discovery of the green fluorescent protein (GFP), and its applications have revolutionized many fields of life sciences.  The GFP (and other fluorescent proteins, XFPs) have now been used as a basis for development of optical sensors of a wide range of cellular properties and processes.  In order to convert changes in cellular properties into an optically detectable signal, the currently used probes exploit only one mechanism: environment-induced changes of the optical properties of the fluorophore      Our theoretical work suggests that another class of probes exists, and provides the theoretical background for development and use of these probes.  The new class of probes utilizes the fact that the XFP fluorophore is planar, and thus its optical properties are anisotropic.  If the anisotropic XFP fluorophore is anchored to non-centrosymmetric support, such as to the cell membrane, under the right conditions even small changes in fluorophore orientation should lead to pronounced changes in observed fluorescence.      Our experimental work on development of a voltage-sensitive fluorescent protein (VSFP) provides preliminary evidence for existence and usability of this phenomenon.  It is the goal of the proposed work to test the hypothesis that fluorophore anisotropy can serve as a basis of a range of genetically encoded sensors of membrane protein activity and structure.  To test this hypothesis we aim to (1) prove that the observed fluorescence changes in our VSFP constructs are due to changes in fluorophore orientation; (2) deduce information about the structure of our VSFP construct from our fluorescence imaging data; and (3) apply our methods to other proteins.        The new mechanism of transduction of conformational changes to changes in fluorescence should le
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 'Traveling Wave Tube based W-band Wireless Networks with High Data Rate, Distribution, Spectrum and Energy Efficiency' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Never technology has penetrated so deeply and fast in society everyday life as Internet has done in the last decades and is expected to do in the future. The enormous flux of data transferred via wireless networks, increasing at exponential pace, makes today’s state of the art networks soon outdated. Large parts of the society are deprived of adequate access to Internet due to the high costs, long deployment time of optical fibres and inadequate performance of wireless networks. This inequality will most likely pertain in the next years. Millimetre waves are the most promising solution to support the increasing data throughput and to be a credible fibre complement for the last miles.The TWEETHER aim is to realise the millimetre wave Point to multi Point segment to finally link fibre, and sub-6GHz distribution for a full three segment hybrid network, that is the most cost-effective architecture to reach mobile or fixed final individual client. The TWEETHER project responds to the call H2020-ICT6, to foster smart wireless network architecture for high capacity everywhere outdoor data distribution, in gigabit class, that other technologies cannot support, at low operating cost. High spectrum and energy efficient W-band (92-95GHz) technology will be developed. A powerful and compact transmission hub based on a novel traveling wave tube power amplifier with performance precluded to any other technology and an advanced chipset in a compact terminal will be realised. The TWEETHER system will be tested in a real operating environment. Integrated smart networks of backhaul for 4G and 5G small cells and of access for residential houses are the targeted market that benefits from the actual light regulation of W-band. A big company Thales Electron Devices, four SMEs, Bluwan, OMMIC,
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 'Improved heTErodyne Receiving Arrays for TEraherzt applications' in the context of a Seventh Framework call.

assistant: **Objectives**

Sensors at sub-millimeter wavelengths, which is loosely defined as 100 GHz to 3 THz, provide unprecedented sensitivity for astrophysics, planetary science, Earth observation, medical imaging or security screening. Heterodyne receivers, which down-convert radio frequency signals to intermediate frequency signals preserving the amplitude and phase information of the incoming radiation, are generally the detector of choice for high resolution sub-millimeter wave spectroscopy. Heterodyne receivers provide both the sensitivity and resolution for such studies. Nevertheless, it is clear that the future instruments will demand heterodyne arrays for higher sensitivity, greater mapping speed, large scale mapping ability, multiple line spectroscopy, and imaging capability. Passive and/or active heterodyne focal plane arrays would have profound impact on medical diagnostics, contraband detections, and astrophysical spectroscopy and imaging applications. However, only a handful of heterodyne array instruments at sub-millimeter wavelengths with a limited number of pixels are currently operational or being developed.This proposal deals with the development of improved heterodyne receiving arrays for instruments at THz frequencies. Such arrays will be enabled by higher levels of component integration with novel array concepts. Front-end architecture, including the choice of mixer elements and local oscillator (LO) injection schemes will be crucial to the overall design of such instruments. However, the novelty of this statement springs up from the efficient integration of the mixer with the antenna element at frequencies as high as 2.7 THz, and from the assembly of all the pixels taking advantage of novel antenna array topologies. The accomplishment of the work plan will not only contr
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 'Advanced learning for generalizable and reliable robotic skills' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Robotics is crucial in Europe for driving innovation and maintaining global competitiveness in advanced manufacturing, service and automation, etc. At present, one of the primary limitations hindering the further development of robotics today is the lack of sufficient intelligence, which prevents robots from being deployed in complex tasks such as those in home-services, and healthcare. Robotic skill learning aims to provide robots with the necessary intelligence to acquire the skills needed for performing these complex tasks. The explosion of AI technologies in recent years has provided a large platform and space for robot skill learning. The primary objective of this proposal is to develop a generalizable robotic skills learning system leveraging advanced AI techniques. This system will be designed to emulate the human skill-learning process, thereby enhancing both the reliability and explainability of the learning behaviors. The researcher will investigate foundation model techniques to provide human-level generalization ability for robots. Moreover, The researcher will present novel biologically inspired sensorimotor policy learning algorithms to significantly enhance the reliability and explainability of the system. The system will be validated via various applications such as assembly across different objectives. During the project, the researcher will acquire a solid multidisciplinary scientific and transferable skills training, covering from AI theorems, robotic applications, project management skills and career planning, etc. The final aim of the project is to push the Europe in a good position to ride the coming wave of ""AI + Robots"".""


**Keywords:** Robotics, Learning from demonstration, Imitation Learning, AI, sensorimotor policy, dynamic system learning
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 'Conversion, Overlapping Religiosities, Polemics, Interaction: Early Modern Iberia and Beyond'.

assistant: **Objectives**

In an early sixteenth-century treatise Martín de Figuerola, a convert from Islam who sought to convince the Muslims of Valencia and Aragon to join him, reports a story he claims to have heard from the Muslim judge of Cocentaina (Valencia). The latter had told him that, in marriage contracts between local Muslims, it was customary for women to demand that their husbands take them to the capital city of Valencia for the springtime festivities of Corpus Christi and those of the Virgin Mary in August. Simply put, the purpose of this project is to unravel the complex interplay of all the ingredients that this apparently trivial yet fascinating anecdote encapsulates. It will bring under close analysis the existence in sixteenth-century Iberia of cross-currents common to different religious groups, areas of local religiosity in which different religions overlapped, and vague or hybrid sorts of religiosity which indicate the blurring of clear ascriptions, categories, and borders. At the same time, it will also scrutinize the efforts made by different social actors (and generations of scholars after them) to establish clear, essential differentiations, to define neat categories and ascriptions, and thus to separate, reject, and stigmatize individuals and groups. The project will study adversarial relationships reconceived as dependencies, against a complex backdrop of dramatic religious change: shortly before Martín de Figuerola’s text was written, Iberia's Jews had been expelled, and a few years later its Muslims would be forced to convert to Christianity, only to be expelled in their turn a century later. The multi-faceted analysis of these phenomena will involve unearthing new archival material, most notably Inquisition trials, as well as numerous sixteenth- and seventeenth-c
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 'Global Perspectives on Learning and Development with Digital Video-Editing Media: A Qualitative Inquiry in Everyday Lives of Marginalized Young People' under Seventh Framework.

assistant: **Concept**

The exchange concerns the social, cultural, media-analytical and educational-psychological dimensions of digital media practices with a focus on the devices that are used for capturing, editing and circulating video data. DIGIT-M-ED applies inter-disciplinary perspectives and knowledge to analyse how the use of digital technologies is shaped by and shapes today’s global youth. Solid research synergies between German and Indian traditions of anthropological and sociological youth research, British scholarship in media analysis, Greek and Brazilian educational and youth research and Russian learning theories will be constructed more fully and creatively. Moreover, the methodological contribution of the project is very important. DIGIT-M-ED aims to develop an innovative methodology for the interdisciplinary and comparative/cross-cultural study of emerging digital media and technological practices and constellations with special attention to the voices and perspectives of the young people involved in the research. Existing theoretical and methodological tools from 1) post-Vygotskian psychology and learning theory 2) multimodal analysis and 3) anthropological theoretical and research traditions will be tested and further developed. A small-scale inquiry with young people in the age of 16-21 years who live in marginalized urban milieus in Athens, New Delhi and São Paulo is planed with the aim of designing large-scale research in the near future. Further activities such as workshops, collaborative teaching and joint publications and presentations will expand and intensify existing research partnerships. DIGIT-M-ED will thus facilitate the development of a productive and sustainable international research network that will investigate how digital media and technologies transfor
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 'CO-FUNDED Brain Circulation 3' (CoCirculation3) targeting Horizon Europe.

assistant: **Abstract**

CoCirculation3 is a flagship programme for the recruitment of researchers to academic and non-academic hosting institutions inTurkish Research Area, which is an integral part of European Research Area. Within the framework of CoCirculation3 a total of 100 postdoctoral researchers will be recruited through 3 calls for maximum of 24 months in 5 years. CoCirculation3 is individually driven mobility program and TÜBİTAK assures that the applicants will be able to freely choose a research topic (which will have a Green Deal aspect) host and supervisor fitting their individual needs. The researchers are expected to conduct research on the Scientific Priorities adopted and announced by TÜBİTAK that are compatible with European Green Deal. In order to increase the participation of host institutions from the non-academic sector TÜBİTAK intends to add S&E Panel, next to Standard Panel. The unique value propositions of CoCirc3 are rooted to its focus to enhancing the participation of non-academic sector; the brand new allowance defined as Entrepreneurship Allowance to enhance the entrepreneurial initiatives of the PostDoc Fellows and creating an eco-system for Industry-Academia Partnerships; the outstanding approach in enhancing the career development of the postdoc fellows throughMentor-Mentee Mechanism; creating a community of Alumni in TRA. The implementing partners are mobilized who will recruit the researchers as hosting institutions. Those implementing partners will also have the flexibility to host secondments and Non-academic Placements.Turkish and European Research Area as a whole will benefit from the contribution of the CoCirculation3 fellows to the research landscape. TÜBİTAK will contribute 39% of the total budget while European Commission is requested to co-fund 61%.