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 'Temporal mapping of environmental sensing transcription dynamics in Arabidopsis thaliana' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

A common challenge for all organisms is to interact favourably with their environments. The blueprint to do so is in their DNA. We understand relatively well DNA units that code for proteins but cutting-edge genomic technologies have identified predominantly non-coding regions that respond to environmental cues. Thus, how widespread non-coding transcription may be functional represents a key question in modern biology. My proposal addresses this topic by studying nascent transcription by RNA Polymerase II (Pol II) during plant environmental interaction. The novel and innovative approach promises unprecedented detail and down to single nucleotide resolution of active Pol II transcription dynamics in response to environmental cues. It will capture non-coding transcripts before they are degraded, enabling us to investigate the molecular events in largely mysterious yet abundant components of the genomic blueprints of life.Owing to their sessile life-style, plants are experts in mediating compensatory regulation to respond to the environment. Hence, they are particularly promising models to yield answers to this contemporary scientific question. A major interest of the action will be how plants respond to low temperature. I will generate genomic maps of Pol II in the act of transcription that will reveal the dynamics of transcription in response to low temperatures. In a targeted approach, I will identify and characterise the dynamics of coding and non-coding transcription in the genomic regions responsible for cold acclimation.My strong background and solid track record, the expertise and potential of the host supervisor together with the infrastructure and encouraging scientific atmosphere at the host department will synergistically contribute to maximise the output of 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: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'ERA-NET ON ADVANCED MANUFACTURING TECHNOLOGIES'.

assistant: **Concept**

Europe is facing major economic challenges that require an ambitious economic policy for the 21st century. The EU has set out its vision for Europe's social market economy in the Europe 2020 strategy, which aims at confronting our structural weaknesses through progress in three mutually reinforcing priorities :• smart growth, based on knowledge and innovation,• sustainable growth, promoting a more resource efficient, greener and competitive economy,• inclusive growth, fostering a high employment economy delivering economic, social and territorial cohesion.MANUNET III, as a continuation of MANUNET II, is aligned with the European priorities and pretends to create a smart sustainable growth in the European manufacturing sector by coordinating the research and innovation efforts in the field of advanced manufacturing with a special focus in the key areas of new production processes, adaptive manufacturing systems and technologies for the factory of the future.The project will also reinforce the territorial cohesion through an extended collaboration network. The consortium pretends to respond to the actual economic crisis by promoting the transnational research, innovation and entrepreneurship in the industrial sector, especially in the SMEs, which are the backbone of Europe's economy.Through this strategic and integrated approach to innovation in advanced manufacturing, MANUNET III pretends to maximise European, national and regional research and innovation potential.


**Keywords:** MANUNET, Advanced manufacturing, SMEs, competitiviness
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 'Jet Simulations, Experiments and Theory' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

JETSET is a four-year Marie Curie Research Training Network (RTN) designed to build a vibrant interdisciplinary European research and training community centred on rigorous and novel approaches to plasma jet studies, with a focus on flows produced during star formation. The theme of the network is at the confluence of astrophysical observations, theoretical and computational modelling, laboratory experiments, and Grid technology. The core strategy of the network will be to create, for the first time, a powerful interdisciplinary synergy between these domains of expertise within Europe, and use it to break new ground in several key areas related to plasma jets, both in space and in the laboratory. Our main scientific goals will focus on understanding the driving mechanisms of jets around young stars (including their possible crucial link with planet-forming disks); the cooling/heating processes, instabilities and shock structures in stellar and lab jets; and the impact of jets on energy balance and star formation in the galactic medium. The network will overcome regional fragmentation and increase European competitiveness and visibility in these areas by coordinating between nodes the use of resources, and by implementing the joint development of state-of-the-art analysis tools. Lasting world-class results will include: unique sets of theoretical models for jet production with synthetic predictions; coordinated databases of multi-wavelength jet observations; complete sets of laser and pulsed power device experimental benchmarks; cross-validated simulation codes; and the setting up of a European Grid computing facilities. The network training program will provide a core of top-ranking early stage and experienced researchers with in-depth, multidisciplinary expertise in hi
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 'ALl optical signal recovery by Photonic neural network Integrated in a transceiver module' (ALPI) targeting Horizon 2020.

assistant: **Abstract**

ALPI aims at the integration of a photonic neural network within an optical transceiver to increase the transmission capacityof the optical link. Based on a deep learning approach, the new compact device provides real time compensation of fibernonlinearities which degrade optical signals. In fact, the tremendous growth of transmission bandwidth both in opticalnetworks as well as in data centers is baffled by the optical fiber nonlinear Shannon capacity limit. Nowadays, computationalintensive approaches based on power hungry software are commonly used to mitigate fiber nonlinearities. Here, we proposeto integrate in the optical link the neuromorphic photonic circuits which we are currently developing in the ERC-AdGBACKUP project. Specifically, the proposed error-correction circuit implements a small all-optical complex-valued neuralnetwork which is able to recover distortion on the optical transmitted data caused by the Kerr nonlinearities in multiwavelengthoptical fibers. Network training is realized by means of efficient gradient-free methods using a properly designeddata-preamble.A new neuromorphic transceiver demonstrator realized in active hybrid Si/InP technology will be designed, developed andtested on a 100 Gbps 80 km long optical link with multiple-levels symbols. The integrated neural network will mitigate thenonlinearities either by precompensation/autoencoding at the transmitter TX side or by data correction at the receiver RXside or by concurrently acting on both the TX and RX sides. This achievement will bear to the second ALPI’s goal: movingfrom the demonstrator to the industrialization of the improved transceiver. For this purposes, patents will be filed and a business plan will be developed in partnership with semiconductor, telecom and IT companies wher
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 2020 proposal on 'Bringing a new life to industrial waste in construction applications'.

assistant: **Innovation**

MDF is used in large quantities by the construction industries, 2.5 million m3in 2015, but it is currently unrecyclable. We at Biprocelhave developed an eco-sustainable, functional and design material, called EcoMDF that can be used as a direct substitute for MDF inconstruction. It is made from cellulosic waste generated by the paper industry that would otherwise be sent to landfill or burnt. EcoMDF is 100% recyclable. When its use has come to an end, it can be recycled an unlimited number of times within the same manufacturing process, hence assuring its sustainability throughout its whole life-cycle (cradle-to-cradle). This is particularly relevant for green buildings. What is more, it has excellent technical properties. EcoMDF is water resistant, flame resistant, a natural sound insulator and durable. Having successfully completed a feasibility study, we will now use the SME instrument phase 2 to scale up production of EcoMDF to an industrial level and to demonstrate the characteristics of the new material to the construction industry. After the project, we will establish EcoMDF production facilities as joint ventures with paper mills. This will allow us to increase ourproduction capacity and our impact, reaching expected revenues of 37M€ by 2025, with 3 production facilities employing 50 staff.
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 'Bounded Rationality under Uncertainty' to be submitted under Seventh Framework.

assistant: **Abstract**

The research project Bounded Rationality under Uncertainty deals with decision theory under uncertainty an is located at the frontier between formal philosophy, theoretical economics and applied logic. The Bayesian orthodoxy in choice under uncertainty, axiomatized by L. Savage in the fifties, is currently disputed by two very different research strands : the bounded rationality program which stresses the crucial role of cognitive limitations in choice, and the Non-Expected Utility (NEU) models like those based on non-additive probabilities (Schmeidler,  1989) that try to improve behaviorally the Bayesian model. Unfortunately, there is no unification between these two research strands : usually, the boundedly rational choice models deal with choice under certainty and the NEU models abstracts from cognitive limitations in the same way that the Bayesian model does. Our general research objective is to build a bridge between these two strands of research and construct models that take cognitive and informational limitations into account. As bounded rationality manifests itself in numerous ways, one can study it with different methods. Our project will (i) focus on one type of cognitive limitations, imperfect reasoning abilities (failures of logical omniscience) and (ii) favor one general method, the axiomatic method ,that is much used in the NEU field but much less in the bounded rationality tradition. To achieve such a general objective, we will adopt a syntactic and logic-based approach and import from philosophical logic (more precisely from epistemic logic) a modeling technique known under the name of impossible worlds. This technique allows oneself to represent cognitive limitations ; we will use it to devise a  boundedly rational choice model under uncertainty and p
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 'Stepping up Economical and Technology Intelligence in Sport', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Sport is an important factor because of social and health promotion and because of the growing economical aspects. In 1999 the employment in sports in Europe was near 800.000, has risen by 60% in the past ten years and is expected to reach nearly 2 million by 2010. It incorporates many industrial sectors and services and is a growing area for both the larger companies and SMEs. The sector is relative new and is generally regarded as an early adopting sector for new ideas and innovations.INNOSPORT aims at the creation of a more innovation-friendly environment for the EU Sport industry, and to stimulate technological innovation and the setting up of innovative technology businesses. The following issues are tackled:-Fragmentation of research (technology and human factors) and sector, insufficient targeting of research-Limited research and innovative power-Lack of a long term vision for innovation and insufficient new business creation-Too much focus on National rather than European approaches in RandD.Coordination of research will be performed trough the following activities:-Set up a European platform as a basis for a competitive sports industry-Investigate and test new approaches for innovation in sports, extract lessons from the experience of FP research projects and promote entrepreneurial innovation-Offer services that need to be provided on a European scale-Setting up an innovation roadmap based on sports needs, chances for companies and knowledge available to set an agenda and stimulate market driven RandD-Promote a shift in the paradigms towards a knowledge based sectorThe consortium has an optimal coverage and access to the stake holders needed for the success of the project, while remaining a manageable core project group. The consortium has been formed by caref
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 'Development of functional organization of the visual circuits in mice' (CIRCUITASSEMBLY) targeting Horizon 2020.

assistant: **Abstract**

The key organizing principles that characterize neuronal systems include asymmetric, parallel, and topographic connectivity of the neural circuits. The main aim of my research is to elucidate the key principles underlying functional development of neural circuits by focusing on those organizing principles. I choose mouse visual system as my model since it contains all of these principles and provides sophisticated genetic tools to label and manipulate individual circuit components. My research is based on the central hypothesis that the mechanisms of brain development cannot be fully understood without first identifying individual functional cell types in adults, and then understanding how the functions of these cell types become established, using cell-type-specific molecular and synaptic mechanisms in developing animals. Recently, I have identified several transgenic mouse lines in which specific cell types in a visual center, the superior colliculus, are labeled with Cre recombinase in both developing and adult animals. Here I will take advantage of these mouse lines to ask fundamental questions about the functional development of neural circuits. First, how are distinct sensory features processed by the parallel topographic neuronal pathways, and how do they contribute to behavior? Second, what are the molecular and synaptic mechanisms that underlie developmental circuit plasticity for forming parallel topographic neuronal maps in the brain? Third, what are the molecular mechanisms that set up spatially asymmetric circuit connectivity without the need for sensory experience?  I predict that my insights into the developmental mechanism of asymmetric, parallel, and topographic connectivity and circuit plasticity will be instructive when studying other brain circuits w
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 'Genetic links between development and evolution of the human cerebral cortex'.

assistant: **Objectives**

The mechanisms underlying the evolution of the human brain constitute one of the most fascinating unresolved questions of biology. The cerebral cortex has evolved rapidly in size and complexity in the hominid lineage, which is likely linked to quantitative and qualitative divergence in patterns of cortical development.On the other hand, comparative genomics has revealed recently the existence of a number of ""hominid-specific"" genes, which constitute attractive candidates to underlie critical aspects of human brain evolution, but their function remains essentially unexplored, mostly because of the lack of appropriate experimental systems.Here we propose to test a simple and radical hypothesis: that key species-specific features of the development of the human cerebral cortex, in particular the generation and differentiation of pyramidal neurons, are linked functionally to the emergence of hominid-specific (HS) genes controlling corticogenesis.To achieve this high risk / high gain goal, we will first determine which HS genes are expressed in the human developing cortex in vivo, using a combination of genome-wide and in situ gene detection analyses, in order to select those most likely to impact corticogenesis.The function of candidate HS genes will be determined using innovative models of human corticogenesis based on pluripotent stem cells, developed recently in our laboratory, as well as ex vivo cultures of human fetal cortex. In addition, the developmental and evolutionary impact of HS genes will be examined in a non-hominid context, the mouse embryonic cortex.By identifying the function of hominid-specific genes in cortical developpment, we will uncover specific genetic mechanisms linking functionally the development and evolution of the human brain, with broad impl
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 'Centering the Margins: Identifications and Belonging in Lebanon and Syria: 1943-1958' to be submitted under Seventh Framework.

assistant: **Abstract**

My research will bring out the multiplicity and fluidity of identifications across national and city-vs.-town boundaries in Lebanon and Syria from 1943-1958. Notably, it is precisely within and amongst the interactions of the inhabitants of the towns of Zahle (Lebanon) and Qamishle (Syria) with those of Beirut and Damascus where new identifications were constructed. These identifications have been obscured by both nationalist histories that reinforce the power of the nation-state, and cosmopolitan histories that claim to weaken this power.Specifically, I will be addressing the following two questions:• How did the inhabitants of the peripheral towns of Zahle and Qamishle articulate self and external identifications during the consolidation of nation-state power in Lebanon and Syria?• How did these identifications interact with and inform the identifications of the inhabitants of the capital cities of Beirut and Damascus?The transformations of how people identified themselves and were identified during the formative years of the Lebanese and Syrian nation-states help us understand the current manifestations of violent struggle over power and membership in both countries. This project therefore calls for multi-sited research in order to go beyond current frameworks of diversity and cosmopolitanism, adding to our understanding of how people view themselves and one another, and the adaptation of identifications over time and location.This grant will enable me to fulfill the requirements to gain permanent employment, namely excellence in scholarship and the facility to attract external funds. Permanent employment confirms not only my commitment to the host institution as a locale, but also solidifies my position as an extension of its scholarship, teaching, innovative resear