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: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'GENz-trials: Revolutionizing Clinical Trials to Optimize Assessment of Healthcare Innovations'.

assistant: **Objectives**

GENz-trials proposes a next-generation clinical trial framework that integrates data science, automation, and simulation technologies to transform how trials are designed, conducted, and evaluated. The strategy builds on three interlinked innovation pillars. i) Automation of critical trial workflows using generative AI for personalized informed consent, protocol drafting, monitoring, and regulatory submission, thereby reducing administrative burden and expediting trial initiation. ii) Artificial Intelligence (AI)-driven patient recruitment by analysing large-scale Electronic Health Records (EHRs), and real-world datasets to optimize matching between patients and trial protocols, improving enrolment rates, inclusiveness, and avoidance of patient dropout. iii) integration of Digital Twins (DTs) and Synthetic Control Arms (SCAs) for protocol optimization through in-silico simulation and enabling ethically sound alternatives to placebo groups, using real-world data to construct robust comparators with fewer enrolled participants. GENz-trials will serve as a platform for boosting innovation in the assessment of the added value of integrated healthcare solutions, providing a flexible and data-rich environment to evaluate not only pharmaceuticals, but also diagnostics, digital health tools, and therapeutic combinations, ultimately strengthening health technology assessment, regulatory decision-making, and reimbursement strategies. The GENz-trials framework will be unfolded in three phases: development of core tools; retrospective emulation of historical trials; and prospective validation through a Phase IV clinical equivalence trial comparing a generic anticoagulant with its branded counterpart. Through this phased strategy, GENz-trials aims to establish a more ethical, inclus
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 'Computational roles of Feed-Forward Loops in neural circuits' under Seventh Framework.

assistant: **Concept**

A major goal of Systems Biology is to understand the design principles underlying Biological Networks. Of particular interest are the computational roles of network motifs - circuits that appear in the network multiple times,  significantly more than randomly expected. But why would such circuits evolve over and over again in the network?While extensively studied in transcriptional networks, the emergence of network motifs in neural networks is poorly understood. Here we propose to focus on one of the most abundant motifs - the Feed-Forward Loop (FFL) – and study its functional roles in neural networks. To do this, we will use C. elegans worms as the animal model system. With a compact neural network (302 neurons) and a fully-mapped wiring diagram, C. elegans offers a unique opportunity of studying functional dynamics in neural networks in an unprecedented single neuron resolution and in freely-behaving animals. We will use state-of-the-art optogenetic tools together with cutting-edge microfluidic devices to activate/inhibit and measure activity of individual neurons. This experimental system will be combined with modeling and theoretical approaches to decipher the computational roles of FFLs in neural circuits. Moreover, we will study functional dynamics of various FFLs in freely-behaving animals to decipher how circuitry computation eventually dictates behavioral outputs.Throughout the proposed project, we will use a combination of cutting-edge experimental techniques coupled with extensive computational analyses, modeling and theory. The aims of this interdisciplinary project together with the system-level approaches put it in the front line of research in the Systems Biology field.
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 novelty, innovation potential and advance beyond the state of the art for 'Phase Space Foundations for Scientific Machine Learning' (PhaseShift).

assistant: **Innovation**

Science and engineering have long relied on interpretable, parsimonious models of signals and systems. Today there is a shift to highly-parameterized neural networks trained on massive datasets. This often makes it hard to understand what is taken from physics and what from data, and what mechanisms determine when the methods succeed or fail. There is a need for solid foundations for scalable and interpretable scientific machine learning. A key idea is to work in phase spaces inspired by Hamilton’s and Boltzmann’s formalisms. Phase spaces lift problems into higher-dimensional representations but in return render descriptions of a broad range of phenomena simple and interpretable. They reveal the universal local structure which is key for efficient computation, learning, and interpretability. In PhaseShift, we will: - Develop theory and designs for operators that leverage the universal Hamiltonian structure underlying applications from tomography to fluid flows, as described by microlocal analysis. We will prove that phase-space locality significantly improves sample efficiency and Lipschitz stability over existing networks. - Introduce a new generation of interpretable surrogate models built on discrete kinetic phase spaces, going well beyond PDE-based physics to phenomena like granular flows where classic PDEs do not suffice. We will also adapt kinetic theory principles to model general multivariate time series  - Study of the role of scale interactions in both data and physics, and the related inductive biases for learning physics. In parallel, we will apply the developed tools to outstanding challenges in imaging and Earth science: end-to-end learning for cryoelectron tomography to visualize cells at near-atomic resolution, kinetic modeling of multistation seismic si
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 'Towards open source software adoption and dissemination' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Europe, as a whole, has a stake in improving the usage of F/OSS in all branches of IT and public life, in general. Although there is a strong Open Source Community in IT-strong countries of Europe, there is lot more to be done. F/OSS communities throughout Europe can achieve better results through co-ordination of their research activities/programmes that reflect the current state-of-the-art.The main objective of the TOSSAD project is to start integrating and exploiting already formed methodologies, strategies, skills and technologies in F/OSS domain in order to help governmental bodies, educational institutions and SMEs to share research results, establish synergies, build partnerships and innovate in an enlarged Europe. More precisely, the TOSSAD project aims at improving the results of the F/OSS communities throughout Europe through supporting the coordination and networking of these communities by means of state-of-the-art studies, usability cases, curriculum development and the development of collaborative information e-bays and web-based groupware.By conducting these actions on an international European level, with inclusion of the ACC and NMS countries, the TOSSAD project will create sufficient momentum for a general acceptance and coordinated boost of F/OSS development. Our project proposal is in line with the EU policies that encourage wider usage of F/OSS in Europe on every platform. It also supports the objectives of the IST Work Programme 2003-2004, in particular, as stated clearly in Part 2.2.2: The development of open standards and open source software will be encouraged when appropriate to ensure interoperability of solutions and to further innovation.""
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 'User Group for Process Simulation European Research + Device Simulation' (1998-2002) under Fifth Framework.

assistant: **Objectives**

To optimise the benefits from the application of process and device simulation in the semiconductor industry, European R&D in the field of simulation must follow as close as possible the requirements of industry. This requires a joint action from industry and research to derive consolidated industrial specifications and transfer them to R&D. Therefore, in the UPPER+ Working Group the state-of-the-art in the field will be assessed, detailed industrial specifications for process and device simulation will be collected, consolidated into a common set approved by leading European semiconductor companies, and disseminated to industry, government, and R&D institutes in order to contribute to the direction of future work. These actions include close interactions with existing R&D projects in the field and relevant research institutions beyond the UPPER+ consortium. UPPER+builts upon the success of the preceding User Group UPPER.Objectives:Simulation of processes and devices is regarded by industry as very important for the support of the development in microelectronics. With development costs and times being essential for industry, the importance of simulation is highlighted e.g. in the International Technology Roadmap for Semiconductors (ITRS). To optimise the benefits from simulation to the semiconductor industry sufficient R&D in the field of simulation must be carried out in time and, moreover, be directed best towards the industrial requirements. To support this, in UPPER+consolidated industrial specifications will be developed and disseminated towards related research projects and relevant research institutions. As successfully done in the preceding UPPER User Group, new related research will be promoted, and important contributions to the ITRS will be made.Work descript
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 'Ion diffusion in redox-active macrocyclic organic electrode materials' (MacroRedox) under Horizon Europe.

assistant: **Objectives**

Society has witnessed a rapid development of energy storage materials as a result of the increasing demand caused by electrification of transport and commercialization of portable electronics. Conventional, widely used lithium-ion batteries rely on transition-metal oxides (Co, Ni) used to manufacture positive electrodes; unfortunately, depletion of the Li, Co and Ni sources is inevitable and there is an urgent need for alternatives based on abundant, green and cheap materials. Organic compounds are composed of earth-abundant elements (C, N, O, S, H), and, in principle, can be accessed from renewable resources using greener methods. Organic batteries by far outperform inorganics in post-lithium battery technologies, especially in case of multivalent batteries, where they currently offer the most realistic possibility of commercialization. However, organic battery materials have many drawbacks, one of them being the fact that they are amorphous and lack ion-diffusion pathways. The goal of the research project is to investigate the fundamental processes of ion diffusion in molecular organic electrode materials with intrinsic porosity. The compounds will be investigated as model systems for next-generation organic electrode materials. The proposed molecules possess large nanopores in the structures, can stabilize charges through conjugation, and can undergo several redox processes, which makes them perfect candidates as model systems to explore ion diffusion. This project will benefit from a wealth of experience in organic synthesis and the exploration of redox properties of macrocyclic molecules accumulated by the Fellow, Dr. Wojciech Stawski, and combined with the expertise of Prof. Birgit Esser in battery research, which will lead to a deep understanding of ion-diffusion
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 'The establishment of cross-border operating “Scaleup Labs” to increase the efficiency of the scaling support in specific industry verticals: Health, AgTech, Smart Region and Agile Manufacturing.' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The project’s objective is the establishment of four cross-border operating “Scaleup Labs”. The Scaleup Labs are based on the ”living lab” concept and support qualifying scaleups in achieving “Proof of Scalability”.This proof is achieved when scaleups comply with all requirements of general technological, market, organizational and investor readiness, their innovation is adapted to specific customer need and successful scaleup-corporate relationship is established.“Scaleup4Europe”: five partners, four ecosystems:•Berchtesgadener Land Wirtschaftsservice, Germany, a regional economic development agency - project lead. •UnternehmerTUM Germany, a leading startup hub of the Technical University of Munich.•Pioneers, Austria, one of the largest start-up and investor networks across Europe.•Pomurski tehnoloski park, Slovenia, a deep tech support ecosystem and member of pan-European Digitial Innovation Hub network Agile Manufacturing and Robotics.•Chamber of Commerce and Industry, Serbia, the association of all enterprises, including startups in Serbia.The project partners propose to set up a Scaleup Lab in each ecosystem for a specific industry vertical. The Scaleup Labs will provide deep tech start-ups with a structured open innovation approach in which they can achieve cross-border market success, through first successful collaborations with corporate customers, investors and/or public institutions.The Scaleup Labs will bring together corporates with needs for innovation, scaleups with matching solutions, experts from research and the European network of specialized Digital Innovation Hubs and other existing services such as the Startup Europe one-stop-shop.The Scaleup Labs will detect innovators and develop programmes for startups ready to provide their solutions to new mark
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 'Novel diagnostic bio-assays based on magnetic particles' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Nanotechnology-based in-vitro diagnostics is set to solve several important problems in global healthcare. R&D in this field requires collaborations between experts from different scientific disciplines with a strong focus on the integration of bio-, nano- and microtechnologies. However, such personnel is still scarce. This BioMaX training-through-research network responds to the need for skilled personnel able to combine bio-assay knowledge with novel integrated device technologies. The general objective of the BioMaX network is to train the next generation of biomolecular researchers in industry and academia by establishing a pan-European network that aims at improving the career perspectives of young potentials and putting Europe at the R&D frontline in integrated diagnostics. To realize this objective a top-level consortium, consisting of 6 academic and 4 industrial partners, will establish an innovative S&T and training program. The network will investigate novel diagnostic bio-assay technologies for proteins and nucleic acids based on magnetic particles (MPs), with demonstration of breakthroughs in analytical performance and device integration. The program is built on three scientific pillars: molecular bio-assay strategies, biomolecular kinetics, and integrated bio-assay devices. The training and exchange program addresses both academic expertise and complementary skills tailored to the individual needs of the fellows. Fellows will be offered local training at doctoral schools and network-wide training through summer schools, workshops, conferences, and secondments. With the creation of this leadership network on novel biological assays, BioMaX assists the EC in reaching their objectives in the area of mobility and training of researchers and the realization of 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 the specific objectives and expected outcomes for 'Development of a new biochemical sensor based on the bending of microfabricated silicon cantilvers' in the context of a Fourth Framework call.

assistant: **Objectives**

Research objectives and content The aim of the project is to develop a new miniaturised device capable to measure small changes of surface stress. To achieve this we plan to build a chemical- or bio-sensor based on the bending plate technique. We will use commercially available microfabricated cantilevers, usually used in Atomic Force Microscopy, coat them on one side with gold and functionalized monolayers and monitor their deflection and resonant frequency while replacing the medium surrounding them. Experimental work using the head of a commercial Atomic Force Microscope to monitor the cantilever deflection, design of a new miniaturised cell and deflection detection system, and theoretical work to calculate, with computer simulations, how changes in surface stress are related to changes in surface energy for solids, will be carried out. Training content (objective, benefit and expected impact) Biochemical sensors development is a highly interdisciplinary research area. The training objective of the proposed research is therefore to increase, in a highly qualified environment, my experience in the related fields of physical chemistry of surfaces, polymer science and rheology of polyelectrlyte solutions. Moreover I would be directly involved in microfabrication design and processes. Links with industry / industrial relevance (22) The group of professor Butt has already strong collaborations with the Institut f|r Mikrotechnik Mainz. Together with the latter new cantilever designs optimised for the use as sensors will be tested. The Scanning Probe Microscopy market could benefit of new piezoresistive cantilevers operated in liquid environment.
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 'Nanostructured Confined ABX3 Perovskite based Light-Emitting Devices', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The development of low-cost, clean, and scalable energy solutions is imperative to securing a peaceful and sustainable future. Optoelectronic devices such as light-emitting diodes (LEDs) incorporating new, inexpensive materials show tremendous promise to alter the energy landscape by reducing the cost of energy consumption. However, the widespread adoption of LEDs demands new technologies to surpass the luminous efficacies of conventional LED light while having a full control over colour, brightness and directionality of the light source. Recently, a new class of semiconducting materials, ABX3 perovskites, is poised to revolutionise the LED field due to its ease of processing and outstanding electronic and optical properties. In this context, the ultimate goal of this proposal is the development of the first efficient white light LED based on luminescent nanostructured perovskites that feature tuneable on-demand emission properties. ConPLED will result in an alternative to commercial white LEDs, with the additional gain of having finely tuneable electroluminescence based on cost-effective materials processed at low temperature. The combination of perovskite nanocrystals that show quantum confinement effects with photonic nanostructures, an area where the researcher has demonstrated proficiency, will lead to fine control over the colour gamut, and the angular bandwidth of light emission. A deep understanding of the electro-optical and structural properties of such nanostructured emitting materials will lead to demonstrate efficient white light LEDs, which is one of the main activities of the Optoelectronics group at Cavendish Laboratory (University of Cambridge). The project covers the experimental realization of materials and their integration in devices as well as adva
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 Seventh Framework proposal on 'Social cognition in gaze-based interaction'.

assistant: **Innovation**

Social cognition studies have, paradoxically, largely ignored social interaction, because of a prevailing cognitivist tradition that assumes we can learn about the minds in “isolation”, and because of methodological difficulties in operationalising real-life interaction in a controlled experimental setup. This proposal aims to study the dynamic properties of social interaction via gaze by means of a dual interactive eye-tracking paradigm in which each person’s gaze, recorded via eye-tracking, is presented to the other by means of a virtual agent.