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 'Development of Advanced Magnetic Filtration System for Industrial Lubricants' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Scope of proposed research include the sustainable design and development of advanced magnetic filtration systems and modelling of their behaviour that will assist to achieve a step change in fluid management technology used in industrial lubricant filtration systems, for example metalworking and washing process. The emphasis of the research lies in the development and validation of industrial prototype of media-free magnetic system that can capture and recycle fine particulates and contaminations from fluids. The designed system will provide a range of benefits including a) improved cost and efficiency of filtration process, b) savings of expensive lubricants and processed materials and c) reducing environmental impact from industrial fluids and materials. Fundamental study and modelling of turbulent flows within a filtration process will be closely combined with an experimental work conducted at TU Delft laboratories and in collaboration with industrial partners. The main contributions and novelty of the proposed research include (1) development of commercial prototype and an integrated design of advanced magnetic filter for industrial application, (2) development of computational methods and tools to predict performance of filtration system in various operational regimes subjected to intense heat-mass transfer and magnetic fields (up to 12,500 Gauss), (3) computational modelling of multi-phase flows and supporting measurements using invasive and non-invasive 2D/3D fluid mechanics techniques. Integration and product trial of a system prototype with commercial metalworking machines is expected to be completed during this project. Results of this research can stimulate the application of advanced environmentally friendly technology in broad industries and will provide 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: Draft the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Assembling genome history from gene stories: Phylogeny aware genome scale inference of ancestral traits  and ancient environments'.

assistant: **Objectives**

Using genomic data to understand how system-level traits of living organisms have been shaped by past environments and to disclose information on ancient environments and diversity are key issues of contemporary biology. Genome sequences that encode the complex networks underlying modern life and concealing the vast intricate record of the evolutionary history of their carriers are available. Modeling genome evolution, however, is complicated by fragmented histories, as the sequence of each gene is a result of a unique series of speciations, duplications, transfers and losses.Here we propose to combine genome scale reconstruction of ancestral gene repertoires with system-level models of phenotype and models of ancient environment and diversity. The GENESTORY project will bring together probabilistic genome evolution methods developed by the researcher with the network theory and biophysical expertise of the host. Metabolic networks reconstructed from ancestral gene repertoires will be used to infer past environments and reconstructed duplication, transfer and loss events will be used to study the evolution of network architecture. Aside of the application of existing methods, leading a junior research group cofunded with the host, the researcher will pursue the development of new models of genome evolution and attempt to carry out in vitro validation of predicted gene interactions.The project will result in a better understanding of genome evolution and the history of life on Earth, and provide new models for inferring the evolutionary history of genomes, species and complex phenotypes across billions of years of evolutionary time.
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 'Spike time dependent plasticity' (STDP) under Sixth Framework.

assistant: **Objectives**

Among the most fundamental objectives in modern brain research is the identification of the basic processes and mechanisms responsible for information processing, learning and memory. Many different hypotheses and conflicting models for this unsolved issue have been proposed, however, there is a wide consensus in the field that changes in synaptic connections among neurons in a network play a crucial role.   Animal experiments over a period of 30 years have shown that changes in synaptic conductivity depend in a precise way on the time difference between action potentials in presynaptic and postsynaptic cells. This effect has been called spike-time dependent plasticity (STDP). The final aim of the present project will be to uncover the role of spike-time synaptic plasticity in synchronization and information transport in single units and in small neuronal networks.   The approach will be mainly theoretical but it will build on experimental measurements of single neurons from the rat cortex using the dynamic clamp recording technique. By combining neurobiology, computational modelling, nonlinear dynamics and time series analysis, the origin of robustness and flexibility will be investigated at three different levels of organization: from the smallest identified neuronal subcircuits via individual neurons up to small microcircuits made up of a limited number of neurons and synapses.
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 'Trans European action on Pv integration into public buildings' (TEAPUB) under Fifth Framework.

assistant: **Objectives**

Realisation of PV systems integrated into the envelopes of three buildings with high public frequentation, demonstrating different methods of architectural integration of photovoltaics into buildings.Realisation of European-wide demonstration to the large public, that PV systems are a viable and esthetical source of energy. Visitors of the buildings are informed via an interactive computer screen about the operation of all PV systems in the TEAPUB project. Demonstration that integrated PV is an excellent solution for low consumption modern office buildings.This increases the awareness of decision makers to takes energy saving measures. The joint implementation of such systems exchanges knowledge and expertise, unblocking markets. Another objective is the integration of the buildings of this action and future ones, into a network dealing with the dissemination of PV integration.
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 'Intracellular lasers: Coupling of optical resonances with biological processes' (Cell-Lasers) under Horizon 2020.

assistant: **Objectives**

Recently, micro-sized lasers have been integrated into biological systems including cells and tissues. Currently the most frequently used techniques to study complex processes in live cells employ fluorescent probes. However, fluorescent probes have several disadvantages including photobleaching, sensitivity to environmental factors, potential phototoxicity and broad emission spectrum, which limits their sensitivity, multiplexing ability and imaging capabilities in biological tissues. The transition from detecting laser emission from bio-integrated lasers instead of fluorescence represents a paradigm shift. Due to narrow emission linewidth, high coherence, large intensity and highly nonlinear output from lasers, they open huge opportunities in ultrasensitive sensing, spectral multiplexing and microscopy. The applicant has recently for the first time demonstrated a laser completely embedded inside a live human cell. However, to date it has only been demonstrated that laser light can be generated within the cell, but not how is the laser output coupled to the biophysical and biochemical processes inside cells. The goal of Cell-Lasers is to study these intimate interactions including forces acting within cells, properties of natural cavities in lipid droplets and the intracellular chemical environment. Since the spectral positions of laser lines do not change with propagation through scattering and absorbing media, the cell lasers will enable multiplexed sensing, tracking and localization of cells embedded deep inside tissues. In the long term Cell-Lasers aims to transform the bio-integrated lasers from being a pure scientific curiosity into powerful tool for the study of biophysical and biochemical processes taking place on a single cell level.


**Keywords:** lasers, mic
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 'Specializing TEmporal Planning using Reinforcement Learning' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Planning - devising a strategy to achieve a desired objective - is one of the basic forms of intelligence. Temporal planning studies the automated synthesis of strategies when time and temporal constraints matter. Temporal planning is one of the most strategic fields of Artificial Intelligence, with applications in autonomous robotics, logistics, flexible production, and many other fields.Historically, the research on temporal planning follows a general-purpose framework: a generic engine searches for the strategy by reasoning on the problem statement (i.e. the starting condition and the desired objective), as well as on a formal model of the domain (i.e. the possible actions). Despite substantial progress in the recent years, domain-independent temporal planning still suffers from scalability issues, and fails to deal with real-word problems. The alternative is to devise ad-hoc, domain-specific solutions that, although efficient, are costly to develop, rigid to maintain, and often inapplicable in non-nominal situations.STEP-RL will study the foundations of a new approach to Temporal Planning, that is domain-independent and efficient at the same time. The idea is to adopt a framework based on Reinforcement Learning, where a domain-independent temporal planner is specialized with respect to the domain at hand. STEP-RL continuously improves its ability to solve temporal planning problems by learning from experience, thus becoming increasingly efficient by means of self-adaptation.STEP-RL will advance the state of the art in temporal planning beyond the ""efficiency vs flexibility"" dilemma, that I had to personally face in the many industrial projects I worked on.""


**Keywords:** Automated Planning, Planning and Scheduling, Automated Decision-Making
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 'Function and Organization of Feedback Connections' in the context of a Horizon 2020 call.

assistant: **Objectives**

Less than 10% of synapses in sensory areas of cerebral cortex are from feedforward input; the rest stem from lateral and feedback connections. Much experimental and theoretical research into sensory processing, however, focuses on the feedforward pathway despite the significant impact feedback connections have on activity. What role do feedback connections play, and how do they carry them out? This project combines computational modeling with in vivo imaging to explore the function and organization of feedback connections in the mouse visual system. Specifically, it proposes training neural network models with feedback connections on different challenging visual tasks, each inspired by a hypothesized role of feedback (such as prediction or localization). Once these models are trained, their response to images can be compared to experimental data collected from multiple visual areas. These models also provide an ideal experimental setting wherein the anatomy of the learned feedback connections can be fully characterized. These characterizations can inform hypotheses about what feedback features should be present in the biology. To explore if these features are present, in vivo imaging will be used to characterize the information carried by different feedback pathways in the mouse visual system. The impact of feedback on neurons in V1 will also be determined by comparing activity under normal circumstances to when these feedback pathways are silenced. In summary, this work will use modeling to relate properties of feedback connections to their function and test for these properties experimentally. It will also develop an approach that can be applied to many neural pathways.
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 'Ocean-Bottom Distributed Acoustic Sensors: new tools for Underwater Seismology' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

One of the greatest outstanding challenges in seismology is the sparsity of instrumentation across Earth’s oceans. Poor spatial coverage results in biases and low-resolution regions in global tomography models as well as significant location uncertainty for offshore seismicity. Also, the lack of significant seismic instrumentation offshore makes it more complicated to have reliable early warning systems capable of mitigating some of the disastrous consequences of tsunamis. Ocean-bottom seismometers (OBS) are indeed available, but they are generally very expensive and limited by rapid data telemetry and battery life except in near-shore environments. The aim of this proposal is to provide a low-cost deployable solution (basically inexistent so far) for monitoring seismicity in remote areas of the ocean. The idea would be to retrofit existing telecommunication optical fiber cables lying in the ocean and transform them (with no basic change in the cable itself) into powerful seismic sensing arrays. With a single optoelectronic unit in the end of the cable (onshore), a full span of 50 km or more could be monitored, with thousands of measuring points interrogated. The proposed solution would be much cheaper than current alternatives and could easily allow deploying a large number of these sensor arrays, particularly in currently unmonitored areas. Moreover, all the fibre-optic cables used worldwide for communications are suitable for our proposed sensor, hence the same installation methodology could be exported to a large number of scenarios. The proposed solution has been pinpointed by prestigious seismology laboratories worldwide (Caltech Seismology Lab, GFZ Postdam, GeoAzur Nice) as a system with a great potential for adoption in the seismological field. A suitable demons
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Spins Interfaced with Light for Quantum Silicon technologies' (SILEQS).

assistant: **Concept**

Leveraging the success of the microelectronics and integrated photonics industries, silicon is one of the most promising platforms for developing large-scale quantum technologies. Quantum chips already available in silicon rely on either long-lived electrical qubits based on individual quantum dots or single donors, or on photonic qubits probabilistically generated by non-linear optical processes. Another type of quantum system could combine the advantages of both former qubits by featuring at the same time a stationary qubit with long coherence times and an optical interface adapted to long-distance exchange of quantum information. However, such a qubit that would be associated to optically-active spin defects is still to be demonstrated in silicon. This is the challenging objective of the current project.      The starting point of the SILEQS project is the recent discovery that silicon hosts many fluorescent point defects that can be optically isolated at single scale, and furthermore emit at the near-infrared range and telecom bands associated with minimal losses in optical fibers. This project aims to demonstrate for the first time in silicon (1) the indistinguishable single-photon emission from individual defects and (2) the control over their spin degrees of freedom to create multi-spin quantum registers coupled to single photons. Such achievements would open the door to developing silicon-integrated deterministic sources of photonic qubits and spin qubits interfaced with light for long-distance quantum communications in a platform adapted to large-scale nanofabrication and integration. Considering the advanced nanotechnology based on silicon, the SILEQS project could have significant impact in quantum technologies, including quantum integrated photonics, large-s
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 'Digital Autonomy for RISC-V in Europe (Specific Grant Agreement 1)' in the context of a Horizon Europe call.

assistant: **Objectives**

HPC Digital Autonomy with RISC-V in EurHPC Digital Autonomy with RISC-V in Europe (DARE) will address Europe’s deficit in digital autonomy for High Performance Computing and AI, by creating truly European products for European supercomputers for research and industry. The project builds upon the solid research foundation from EPI, EUPILOT, EUPEX, DEEP-SEA, eProcessor, MEEP and related projects, and it takes advantage of the open RISC-V ecosystem, chiplet revolution and open-source software. It is the first phase of the ambitious 6-year plan set out in the DARE FPA proposal, and it defines clear intra- and inter-phase SMART KPIs and success criteria, on the road to European digital autonomy while supporting current and future computing needs. We will develop and tape-out, in advanced technology, three RISC-V-based chiplets: a vector accelerator for high-precision HPC and emerging applications, an AI Processing Unit inference accelerator for HPC AI applications and an HPC-focused European general-purpose processor. These chiplets bring cost and yield advantages by going beyond the reticle size limitations imposed by monolithic chips and they will be integrated in a mix-and-match fashion to build specific systems. DARE uses a carefully selected set of the most significant European HPC and AI applications to drive hardware (HW) and software (SW) activities in a HW/SW co-design scheme, in order to ensure that the project’s HW and SW results meet the requirements of the European HPC and AI communities. It will build a complete SW stack, optimized for DARE HW, that supports these cutting-edge applications. To make rapid progress, SW and HW developments proceed in parallel, leveraging early access to RISC-V hardware emulation and simulation. Finally, the project will elaborate
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 'Critical Transitions in Complex Systems' (CRITICS) under Horizon 2020.

assistant: **Objectives**

Complex systems research has been on the forefront of scientific priorities of many national research councils and the EUfor more than a decade. Many very interesting phenomena have been identified and explored, but the development of theunderpinning mathematical theory has been lagging behind. The proposed training network builds on an emergingdevelopment in applied mathematics to provide proper mathematical theory for the existence of early-warning signals forsudden changes in dynamical behaviour, so-called critical transitions, which have been reported by applied scientists invarious contexts.Practical implications for the existence of such early-warning signals are far reaching, since these would enable thedevelopment of better control strategies to avoid or diminish the effect of catastrophes. Topical examples include epilepticseizures, stock market collapses, earthquakes, and climate.Attending to the mathematical underpinning for critical transitions in complex systems, it is apparent that the relevantmathematical discipline of bifurcation theory, that has been developed to great acclaim and use for primarily low-dimensionaldeterministic autonomous (i.e. intrinsically time-independent) dynamical systems, and (in the context of phase transitions)for material science, does not apply without nontrivial modification to most of the complex systems contexts.The training network is a response to the needs of applied scientists (including many in the private sector) for a propermathematical underpinning of early-warning signals. After their training, the trained researchers will be at the very forefrontof this rapidly developing field, with many practical skills and crucial theoretical insights into the possibilities (and impossibilities) of early-warning signals for crit