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: Describe how 'Artificial Oxidation Enzymes for Highly Selective Waste Free Hydroxylation of Alkanes' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

One of the major challenges facing the chemical industries is the sustainable production of chemicals from natural resources. The challenge includes making sure that chemical processes are as ‘green’ and economical as possible, and that sustainable and abundant resources are used where possible. One type of reaction that lends itself to sustainable processes is the direct functionalization of C-H to C-X (X = O, N, C) bonds, as it generates far less chemical waste and leads to tremendous reduction of energy use than methods relying on prefunctionalized materials. The objective of this project is to achieve the C1-selective hydroxylation of n-alkanes to give n-alcohols e.g. octane to octan-1-ol, using mild reaction conditions and green oxidants such as oxygen or hydrogen peroxide, which is currently an unsolved problem. Linear alcohols are of interest as they form some of the major building blocks used in the chemical industries, for example C8-C10 alcohols for the synthesis of plasticisers and detergents. We will achieve this aim by combining traditional homogenous catalysis and biocatalysis for the development of artificial metalloenzymes as catalysts, which utilise the molecular recognition concepts of nature to bind substrates selectively in protein pockets. The target substrate will thus be bound in the correct orientation enabling selective oxidation at the target position, in contrast to traditional chemocatalysts which give a highly unfavourable product distribution. This will lead to more efficient use of valuable feedstocks and large reductions in chemical waste production and energy consumption, compared to the traditional methods for forming C1-alcohols, all contributing to a green and sustainable society. The researcher will diversify her competence, build ne
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 'UPscaling deep conversion routes for hard-to-reCYCLE biogenic waste' (UPCYCLE), addressing dissemination and exploitation.

assistant: **Impact**

As prevention strategies are struggling with respect to some waste categories, biogenic hard-to-recycle streams represent a critical issue, hindering circular bioeconomy and resulting in severe environmental pollution phenomena. The Waste Framework Directive and the EU Green Deal indicate the need for developing pioneering value chains to address the challenge in compliance with sustainability targets. A set of promising thermochemical processes emerged, both in dry (pyrolysis, gasification) and wet aqueous (hydrothermal carbonisation, hydrothermal liquefaction) phases, with their application still limited by technical and non-technical barriers.The UPCYCLE DN will train the next generation of professionals in the upscaling of these deep conversion technologies for hard-to-recycle biogenic waste and will provide innovative tools for the design of feasible waste upcycle solutions to high-value secondary materials. Such ambition will be achieved by developing an integrated methodology combining cutting-edge experimental and modelling techniques at various scales (molecular, reactor and process) and by covering the entire value chain in continuity with relevant stakeholders. Several priority waste streams will be targeted, namely highly contaminated and poorly reactive sewage sludge and derived products from municipal and industrial wastewater treatment as well as highly contaminated lignocellulosic materials. The UPCYCLE partners will work synergistically to generate a cohort of 15 well-trained young researchers with a unique multi-disciplinary set of skills, not limited to technical ones, with the goal of making them the future research leaders or entrepreneurs capable of bringing forward a paradigm shift. At once, the project will pave the way for large-scale deployment
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 'TransForm: Theoretical Foundations of Transactional Memory' (TRANSFORM), addressing dissemination and exploitation.

assistant: **Impact**

Major chip manufacturers have shifted their focus from trying to speed up individual processors into putting several processors on the same chip. They are now talking about potentially doubling efficiency on a 2x core, quadrupling on a 4x core and so forth. Yet multicore is useless without concurrent programming. The constructors are now calling for a new software revolution: the concurrency revolution. This might look at first glance surprising for concurrency is almost as old as computing and tons of concurrent programming models and languages were invented. In fact, what the revolution is about is way more than concurrency alone: it is about concurrency for the masses. The current parallel programming approach of employing locks is widely considered to be too difficult for any but a few experts. Therefore, a new paradigm of concurrent programming is needed to take advantage of the new regime of multicore computers. Transactional Memory (TM) is a new programming paradigm which is considered by most researchers as the future of parallel programming. Not surprisingly, a lot of work is being devoted to the implementation of TM systems, in hardware or solely in software. What might be surprising is the little effort devoted so far to devising a sound theoretical framework to reason about the TM abstraction. To understand properly TM systems, as well as be able to assess them and improve them, a rigorous theoretical study of the approach, its challenges and its benefits is badly needed. This is the challenging research goal undertaken by this MC-ITN. Our goal through this project is to gather leading researchers in the field of concurrent computing over Europe, and combine our efforts in order to define what might become the modern theory of concurrent computing. We aim at
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 'BASEPORT - POWER-EFFICIENT, COST-EFFECTIVE, DNA SEQUENCING & STORAGE'.

assistant: **Innovation**

New healthcare technologies, e.g. gene sequencing and modular scaling of storage & processing capacity (potential patent). Features:(1) Low power and low heat dissipation(2) Small volume & low weight(3) Product life-cycle 4x times longer (decades) (4) Data required for the lifetime of patients (and then more, as they might have importance for their descents) requires legacy systems.(5) Massive management & operations costsCurrent alternatives are either too costly, or exhibit low reliability and/or performance, and none of them achieve the right level of security:(1) Data-storage rack systems require high-power for operation & cooling, large space & special flooring (heavy, cooling), high maintenance & operation costs, low HW lifecycle (3-5 years).(2) Cloud storage solutions do not comply with emerging data privacy regulations (e.g. GDPR) and suffer from strong data transfer latencies.BASEPORT genome sequencing and storage systems helps democratise the use of genetic analyses on healthcare, especially among small health-centres and clinics that cannot afford current expensive, power-hungry systems requiring specialised data-centres, while also providing a secure data vault to keep data safe and secure, helping them comply with most rigorous regulations (e.g. ISO27001, EU’s GDPR, NIST).BASEPORT is a cost-effective, low-power, scalable, high-performance data storage and computing system designed for health & pharma institutions to securely and reliably manage data operations. It is designed in a unique form-factor to be a long-lasting system (decades long lifecycle). Our technology allows for a significant reduction in carbon footprint and decreases overall costs for data storage and management.
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 'Single-atom Catalysis in Photocatalytic Investigations' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

In the light of environmental and energy supply crises, new technologies which can satisfy mankind's energy demand in a sustainable way must be developed. Heterogeneous photocatalysis is one of the most promising fields of research in this regard, as it allows to directly convert energy in sunlight to chemical bonds in molecules. The process is conceptually similar to the photosynthetic process in plants, but a semiconductor is used to absorb the light and catalyze the reactions. In reality, a so-called co-catalyst on the semiconductor surface is necessary for proper function, and this usually means depositing noble metal particles on the surface. Exactly how such nanoparticles work is usually elusive, and this makes the rational design and optimization of photocatalysts difficult. The high costs of the precious metal is also a major roadblock making the upscaling of a lab-scale photocatalyst economically unviable. If we can better understand the role of the co-catalyst, we can develop new strategies to reduce or even replace this material with more economical alternatives. In this proposal, we intend to apply the concept of single-atom catalysis to heterogeneous photocatalysis.  Single noble metal atoms such as Platinum, Rhodium or Iridium will be deposited directly on semiconductor single crystal surfaces of Titanium dioxide and hematite (Iron oxide) with a precisely known structure. Highly sensitive surface science methods, including scanning probe microscopy as well as   spectroscopic and spectrometric techniques, will be used to characterize the local structure of the active site, and relate it to the catalytic function. The project combines the expertise of the host group in the synthesis and characterization of single atoms on metal oxides, and the applicant’s pr
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 'Predictive Research for Inflammatory Systems Medicine' to be submitted under Horizon Europe.

assistant: **Abstract**

The immune system and its disorders are particularly complex to model, posing significant challenges for drug development. Due tothe limited representativeness of preclinical models, nearly half of clinical trial failures in immunology and inflammation stem frominsufficient efficacy.The rise of artificial intelligence capabilities offers a transformative opportunity to address this issue. With the support of the EICAccelerator project, France-based start-up Scienta Lab aims to develop a proprietary multimodal foundation model speciallydesigned for immunology and inflammation. This advanced AI technology will enhance traditional preclinical approaches byvalidating the efficacy of new assets at the preclinical stage. By improving clinical trial success rates of innovative best-in-class assets,this innovation paves the way for precision medicine in immunology and inflammation.


**Keywords:** Immunology & Inflammation, Generative AI, Foundation Model, Translational Research, Efficacy Prediction,Multimodality, Drug Development, Precision Medicine
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 'An Integrated Security Concept for Drone Operations' under Horizon 2020.

assistant: **Concept**

Project SECOPS (an integrated SECurity concept for drone OPerationS) is initiated by a research centre (NLR) and 3 SME industrial partners (SensoFusion, Unifly and Delft Dynamics), in response to the SESAR2020 Remotely Piloted Aircraft Systems (RPAS) Exploratory Research Call, under Topic 06 “Security & cyber-resilience”.SECOPS' objective is to push drone technology forward by ensuring that security risks in the Unmanned Traffic Management (UTM) concept are mitigated to an acceptable level. An integrated security concept at TRL2 will be developed addressing resistance of drones against unlawful interference, protection of third parties and integration of geo-fencing technology; focussing on technological options (navigation, surveillance, in-flight updates, etc.) for both airborne and ground elements, considering legal, regulatory and social aspects.SECOPS will include a proof of concept of the integrated security concept, integrating COTS technology of the consortium partners. A preliminary demonstrator, based on a realistic scenario, will be performed at the Netherlands RPAS Test Centre (NRTC).The comprehensive experience of the SECOPS partners working on drone security and geo-fencing in various R&T projects and initiatives, joint national and European collaboration on multiple aerospace programs of OEMs motivate their common application. NLR has a strong track record in drone research, testing, applications and training. The industrial partners are keys to the project’s success: SensoFusion in the development and commercialisation of the AIRFENCE drone detection and prevention system, Unifly in the development of a UTM system and Delft Dynamics in developing and building robot helicopter systems to provide innovative security solutions for drone and third parties, b
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 'Corrosion Initiation Mechanisms at the Nanometric/Atomic Scale' to be submitted under Horizon 2020.

assistant: **Abstract**

The failure of metallic materials caused by corrosion strongly impacts our society with cost, safety, health and performance issues. The mechanisms of corrosion propagation are fairly well understood, and various means of mitigation are known even if research is still necessary to improve this knowledge or to develop corrosion protection for the application of new materials. The vision of CIMNAS is that a major breakthrough for corrosion protection lies in a deep understanding and control of the initiation stage triggering corrosion. Corrosion initiation takes place at the atomic/molecular scale or at a scale of a few nanometres (the nanoscale) on metal and alloy surfaces, metallic, oxidised or coated, and interacting with the corroding environment. The mission of CIMNAS is to challenge the difficulty of understanding corrosion initiation at the nanometric/atomic scale on such complex interfaces, ultimately aiming at designing more robust metallic surfaces via the understanding of corrosion mechanisms. The project is constructed on new ideas to achieve three knowledge breakthroughs, each answering a key question for the understanding of corrosion initiation on metal and alloy surfaces. It is envisioned that the model approach used and the achieved breakthroughs will open up a new horizon for research on corrosion initiation mechanisms at the nanoscale, and new opportunities for a knowledge-based design of novel corrosion protection technologies. Technologies presently at low TRL (Technology Readiness Level) will benefit from these breakthroughs. Resources will include a team of highly experienced and recognised researchers headed by the PI, a unique apparatus recently installed at the PI’s lab, integrating surface spectroscopy, microscopy, and electrochemistry for in 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: Explain how 'Enabling Seismic Design Decision-Making under Uncertainty' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

A robust methodology for performance-based seismic design is proposed that encompasses advanced analysis techniques under a common probabilistic framework to allow seismic design decision-making in the presence of uncertainties. Such a design method, whereby a structure is designed to satisfy a range of performance objectives paired with specific seismic hazard levels, has become the object of intensive research in the wake of the staggering economic losses witnessed in recent seismic events. Despite current advances in the adjacent field of performance-based assessment, and the emergence of displacement-based methods, no clear path has yet been defined on how to apply such results in design without considerable computational effort. At present, this necessitates a cumbersome process of analysis and redesign cycles that will slowly converge to a satisfactory, albeit largely non-optimal, structure. The task becomes more challenging when attempting to include the influence of epistemic uncertainties inherent in the structural model, analysis method and seismic loading.We will explore ways to offer a robust method for performance-based design using either static or dynamic nonlinear analysis techniques that can be readily used for practical applications and consequently implemented into seismic design code provisions. The fundamental building blocks will be (a) the formulation of standardized 2D and 3D mechanical models, (b) the quantification of the effect of uncertainties due to the modeling parameters and the analysis method used, (c) the use of a simplified closed-form probabilistic framework (d) the calibration versus optimal solutions and the estimation of the degree of conservatism involved in comparison to accurate assessment techniques. The ultimate goal is to dev
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 'European-asian workshop on protection and upgrading of ecosystem for preventing flood disasters in the asian tropical and subtropical region' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

Flood disasters as a direct consequence of ecosystem destruction. They cause massive losses of human lives and economical damages in the Asian tropical and subtropical region. Therefore, it is necessary to adopt measures suitable to protection and sustainable upgrading ecosystem for preventing flood disasters. This workshop offers a unique opportunity for an exchange in knowledge and experience between European and Asian scientists in this domain. 70 scientists and economists (15 from Europe, 20 from Asia and 35 from Vietnam) will be attended in the workshop , which will be held for 4 days in Hanoi, Vietnam. The immediate issue of the workshop will be to constitute a working team for preparing a pilot research project on protection and upgrading of ecosystem for preventing flood disasters with an application to a typical drainage basin in a Southeast Asian country.
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 'Planktonic larvae in Arctic seas: diversity, connectivity and conservation' to be submitted under Horizon Europe.

assistant: **Abstract**

In a rapidly changing Arctic, identifying priority areas for conservation requires understanding of biodiversity distribution and genetic connectivity. Benthic invertebrates are central to Arctic marine ecosystems, contributing to nutrient cycling, carbon storage, and food webs. While adults live on the seafloor, their microscopic larvae drift with ocean currents, driving species dispersal and connectivity. Because these larvae are nearly impossible to identify by eye, knowledge of their diversity and distribution remains scarce. Recent advances in DNA techniques, however, have revolutionized larval identification so that most larvae can now be identified to species and even population level directly from bulk plankton samples, opening new possibilities for Arctic biodiversity research.The POLARIS project will use these tools to 1) map biodiversity patterns and hotspots of benthic invertebrate larvae at a pan-Arctic scale, 2) uncover networks of genetic connectivity across the Arctic Ocean, and 3) translate findings into conservation planning, including contributions to the State of the Arctic Marine Biodiversity Report and WWF’s ArcNet tool. Existing samples from across the Arctic will be combined with new collections from undersampled regions. DNA metabarcoding will generate species inventories, while the emerging field of metaphylogeography will capitalize on these same DNA sequences to assess genetic connectivity.This Global Fellowship will provide inter- and trans-disciplinary training at Laval University (outgoing) and the University of Barcelona (return), with a non-academic placement at the WWF Global Arctic Programme to focus on conservation applications. By bridging research and conservation, POLARIS will close a critical information gap, ensure that managemen