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 'Self-Assembled MicroCAPSules: Synthesis, Characterization, and Eco-friendly Application in Home Care Products' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

SAMCAPS is a high-quality research program that aims to train young professionals in the field of colloid and polymer science through the collaboration between top-level European academic and industrial entities. The goal of the project is to address the current need for bio-degradable materials and efficient consumer goods usage, by exploiting new eco-friendly materials and methods of encapsulation that will be applied in home- and beauty care consumer products where the targeted delivery of beneficial actives is required.In this way, SAMCAPS tackles the challenge of the chemical industry, as a response to international undertakings such as the Paris Climate Act and the Europe 2020 policies for smart, for sustainable and effective chemical use driving the growth of the industry.This program will contribute to a resource-efficient Europe, by the development of highly qualified scientists, experts in the needs chemical industry of tomorrow, by design of highly effective and functionalized materials through green methods, and efficient use of materials by encapsulation and targeted delivery of benefit agents in a broad variety of consumer good products. The ground-breaking and environmentally sustainable technologies developed through the exchange of knowledge between industry and academia will thereby translate into economic and societal value.


**Keywords:** Capsules, biodegradable materials, consumer goods, soft matter capsules, characterization of solid matter, controlled release, modelling, encapsulation, cosmetics
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 'A revolutionary Influencer Marketing solution that creates a new sales channel for SMEs and self-employment opportunities for Social Media influencers' to be submitted under Horizon 2020.

assistant: **Abstract**

Advertising & marketing is experiencing a huge revolution. Millennials spend more time watching videos on YouTube than watching TV, and they are armed with ad-blockers and skip-ad buttons that mean traditional advertising barely reaches them. At the same time, millennials actively search for product reviews online, published peer-to-peer on social media and in YouTube videos. Around the world, these social media “influencers” upload 300 hours of videos (beauty tutorials, video game reviews…) every minute and collectively reach audiences of billions. On social media, brands’ “official” message makes-up less than 10% of overall visibility – more than 90% of mentions of their brand are made up of influencers talking about their products. Brands have realised that they must work with influencers, but struggle to mobilise them at scale: how can they collaborate with millions of influencers?To tackle this, OCTOLY has already created the “Free-Store”: a platform where brands can distribute free products to influencers and see them featured in millions of videos. Just 1 year after launch, we have become the biggest influencer intermediary in the world: over 48K YouTube videos have been created with Free Store products, generating over 206 million views for our client brands. The aim of the OCTOLY Marketplace project is to go “beyond the views”. We will make it possible for OCTOLY influencers to create their own “Influencer Store”, where fans can purchase the products they mention in their videos. This means that influencers can generate commission fees and make a living from their passion - and brands (particularly SMEs) gain access to a powerful new sales channel. The project involves creating the technical foundations of the new solution, related features and working with bet
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 'Reverse-engineering the development of embryos with physics-informed machine learning' (DeepEmbryo), addressing dissemination and exploitation.

assistant: **Impact**

Embryogenesis is archetypal of a self-organized process, where the emergence of a complex structure stems from the interaction of its elementary parts. Progress in imaging and molecular genetics allow us to delve into embryos at unprecedented spatiotemporal resolutions, but extracting biophysical information from this complex multidimensional data is a highly technical challenge. As a result the principles of multicellular self-organization remain far from understood. DeepEmbryo proposes to fill this gap by pioneering the use of deep learning to reverse-engineer early embryo development directly from high-resolution 3D microscopy movies. Focusing on four animal groups (mammals, ascidians, nematodes and annelids), the project will combine physical modeling and machine learning to tackle three fundamental questions from a unique transversal perspective: Q1 What are the forces shaping early embryos? Using convolutional neural networks, I will develop an automated method to directly infer cell forces from membrane-labeled images of embryos. Q2 How do cells coordinate forces, division and signaling? Regarding cells as dynamical systems, I will model them with minimal neural networks and design a multi-agent embryo model able to learn by reinforcement the fundamental feedback controls between mechanics and fate. Q3 What principles ensure developmental robustness? Using deep generative models, I will infer intra-specie developmental variability to identify robust developmental traits and mechanisms. Using dropout techniques as virtual analog to genetic knockout, I will produce experimentally testable new predictions, refining my inaugural virtual embryos. Pioneering a new field at the frontier of developmental biology, artificial intelligence and physics, DeepEmbryo will uncov
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 'Early Build-up of Ringed Planet-Forming Disks' (EARLYBIRD) targeting Horizon Europe.

assistant: **Abstract**

With one planet per star on average, planet formation must be a robust process. Yet, surprisingly, we still do not fully understand how planet formation works. Current models for planet formation usually assume pre-existing smooth disks and homogeneously distributed planetesimals of arbitrary composition. In contrast, recent results highlight the crucial role of early stage disk sub-structure, inhomogeneous accretion, and carbon depletion processes on the final planetary systems. Until now, adequate techniques to model these dynamic, complex systems in a computationally cost-efficient way were lacking.The overall aim of EARLYBIRD is therefore to overcome this bottleneck and track the planet-building material and its composition through the initial formation of disks into the populations of planetesimals and planets and to reveal in which ways these processes are observable in older disks and exoplanets. The project concretely will 1) determine the global effects of streamers/sustained infall on early evolution of disks and planet formation, 2) study how outbursts and dust evolution interact and determine the effect of high dust-to-gas ratio infall on planetesimal formation, 3) track compositonal changes (e.g. carbon, CO, water) during planet formation and 4) decipher the observable properties all these scenarios imprint in the distribution and composition of small dust, planetesimals, and planets.Based on my pioneering work on disk particle growth and transport, EARLYBIRD will utilize highly innovative 3D modeling techniques, which are unique in being calibrated against full coagulation models and still are two magnitudes faster than a full solver. The project will thereby not only enable me to fully exploit the information imprinted by the disk formation stages on plan
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 'Characterizing and Controlling Carbon Nanomaterials' (CCCAN) targeting Seventh Framework.

assistant: **Abstract**

The aim of this project is to understand and control the fundamental physical properties of novel carbon nanomaterials:carbon nanotubes and graphene. By a combination of complementary methods, i.e. vibrational spectroscopy, scanning probe microscopy, and theoretical modelling, a comprehensive understanding of the electronic, vibrational, optical properties, and their connection with the material’s structure will be obtained. A diagnostics “toolbox” will be established on the materials intheir most unperturbed, ideal states. Taking the results as reference, the materials will be studied under conditions relevant when incorporated into devices. These include imperfections of the materials and interaction with different environments, with other carbon nanotubes/graphene, and with extrinsic materials introduced during device processing. The gained insight and understanding on a fundamental level will also advance technological routes for scaling up carbon-nanomaterial electronic device fabrication, which is still lacking sufficient control over selectivity towards the desired physical properties. Control over the electronic and optical properties will be sought through deliberately induced interactions and chemical functionalizationof the materials. The project benefits from close collaborations between experimental and theoretical physics, chemistry, and materials science.
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 'Precision Synthesis of Magnetic Graphenoids as Room Temperature Two-Qubit Systems' (MG-Spin-Qbits).

assistant: **Innovation**

Quantum computing technologies face a fundamental challenge of scalability, primarily due to the lack of materials capable of performing error-free quantum operations at room temperature. Molecular graphenoids (MGs) have displayed superior quantum properties at room temperature, making them an attractive alternative.This project will bring novel magnetic graphenoids with atomic precision through scalable solution (wet) chemistry and study them as two-qubit systems at room temperature. This proposal will also uncover the suitability of the spin arrangement (ferromagnetic or antiferromagnetic) in MGs as qubit systems with implications for future developments in the field of molecular quantum materials. In the second part, the project focuses on increasing the spin coherence time, one of the key parameters for quantum operations at room temperature. This will be achieved through structural tuning of MGs to minimize the spin decoherence channels. The overarching goal of the proposed work is to introduce new graphenoids as two-qubit systems, answer a fundamental question, and use the new knowledge generated to tune the respective MGs to achieve a spin coherence time (~100 μs) at room temperature, bringing a major advancement in the field.The proposed study will be of critical fundamental and practical significance by providing novel graphenoids with potential applications in future quantum technologies. The nature of the proposed project is highly interdisciplinary, involving chemistry, physics, molecular magnetism, and material science. The project is in line with the European objectives of sustainable industrial growth and climate change mitigation.My supervisors, Prof. Feng and Prof. Bogani, have the experience and resources to effectively supervise me and ensure the succ
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 'Demonstration of a Radar Enabled weArable platforM', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Sport research and procedures that aim to increase performance or assist recovery after an injury often require capture of athlete’s motion. However, implementing a motion capture system in routine practice takes significant effort. Capture volume, weather conditions, motion dynamics and athletes' timing (where timing defines coincide movements in relation to external factors) are the key parameters for outdoor sport activities (e.g. track and field or football), yet no available motion capture system is suitable for much needed high accuracy absolute position measurements of body segments in outdoor conditions with minimal setup effort for large capture volumes, which is capable of measuring the athletes' timing. Therefore, there is a significant unmet need for a portable motion capture system that can perform accurate infield measurements on a large volume, even in diverse weather conditions (e.g. sunlight, fog, rain) with the capability of the athletes' timing analysis, which is a combination of reaction time, decision -making and co-ordination in relation to external factors.DREAM aims to generate a motion capture and mapping system (minimum viable product) that creates a complete orientation and absolute position measurement with no external position reference, provides reliable orientation of body segments even for high dynamic motions, and has a small form factor, which is minimally invasive for the athlete. Further, the offered solution is complementary to existing solutions and operates in real time. DREAM’s value proposition is a cost-effective, robust and accurate infield motion capture and mapping system with minimal setup effort, for large field coverage in any place and in any condition. The uniqueness of the product stems from the complementarity between
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 'De-RISC: Dependable Real-time Infrastructure for Safety-critical Computer' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The De-RISC project addresses computer systems within the space and aviation domains. De-RISC – Dependable Real-time Infrastructure for Safety-critical Computer – is a proposed project where an international consortium will introduce a hardware and software platform based around the RISC-V ISA. The work proposed in this project is to productize a multi-core RISC-V system-on-chip design already owned by CG and to port the XtratuM hypervisor owned by FEN to that design to create a full platform consisting of hardware and software for future European developments within space and aeronautical applications.  De-RISC brings critical features to the market that make it unique in front of the competition:(1) No US export restrictions: most existing products use US technology, thus subject to US export control. De-RISC’s IP core platform and software will not be subject to any US regulatory influence by building on RISC-V.(2) Multi-core interference mitigation concepts by BSC integrated in the RISC-V SoC and validated by TRT become a unique feature, and will provide a key advantage w.r.t. competitors by limiting drastically interference while preserving high-performance operation.(3) Portability: The proposed development will create a RISC-V HW/SW platform that can be implemented in FPGAs and application specific standard products. This provides an edge for integrators that can adapt their choice of implementation technology based on mission requirements.(4) Fault-tolerance concepts: The platform will be provided by companies with experience in the space domain and with heritage in design of fault-tolerant systems.(5) Future-proof selection for new platforms: New software products are not being ported to SPARC and PowerPC architectures. With an established vendor providing a RI
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 'Electric-VEhicle Control of individual wheel Torque for On- and Off-Road Conditions (E-VECTOORC)' to be submitted under Seventh Framework.

assistant: **Abstract**

The E-VECTOORC project brings together 11 complementary partners from industrial and research backgrounds to address the individual control of the electric motor torques of fully electric vehicles to enhance safety, comfort and fun-to-drive in both on- and off-road driving conditions. The key objectives of the proposal are: Development and demonstration of yaw rate and sideslip angle control algorithms based on the combination of front/rear and left/right torque vectoring to improve overall vehicle dynamic performance. Development and demonstration of novel strategies for the modulation of the torque output of the individual electric motors to enhance brake energy recuperation, Anti lock Brake function and Traction Control function. The benefits of these strategies include reductions in: i) vehicle energy consumption, ii) stopping distance, and iii) acceleration times.All developed algorithms will include failsafe strategies and controlled shutdown procedures. The overall control strategy will employ a modular control architecture to allow an easy implementation for different vehicle layouts (e.g., the number of individually controlled motors), vehicle sizes and vehicle applications (from small city cars to sports cars and SUVs).The activity will be carried out using vehicle dynamics simulations and Hardware-In-the-Loop testing of vehicle components and subsystems, which will be complemented by full scale experimental testing of the entire system using a highly versatile vehicle demonstrator that can represent drivetrain architectures with 2, 3 or 4 electric motors. Experimental testing will provide comprehensive information for quantifying the benefits of the proposed control system in both on-road and off-road driving conditions.Hence, in line with the ICT Work Prog
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 'Gamut mapping technology based on vision models'.

assistant: **Innovation**

The color gamut of a display is the set of colors that it can reproduce: screens with wider gamuts are capable of presenting more vivid, intense colors. Different display technologies have different gamuts, from the narrow gamut of TV sets to the wide gamut of cinema and the ultra-wide gamut of laser projectors. Gamut mapping is the process of adapting the colors of an image to the gamut of the display where it is shown, and it is an essential process at every step of the imaging chain: cameras perform automatic gamut reduction, in movie postproduction colorists perform gamut mapping manually, and emerging display technologies perform automatic gamut extension. There is a trade-off between speed and quality, and no method, be it automatic or manual, is exempt from issues. One of the research outcomes of the applicant’s ERC Starting Grant IP4EC is a vision-based gamut mapping method that is automatic, of extremely low computational complexity, and produces images and videos that look natural, without any halos, spurious colors or artifacts. The model has been validated confirming that it outperforms state of the art algorithms in terms of users’ preference. A European patent application has been filed.  The core idea for this Proof of Concept proposal is to make a series of products that highlight the capabilities of our gamut mapping method on three distinct scenarios: image and video capture, professional post-production of photography and cinema, and image and video display. Specifically, this project will produce, in a B2C commercial approach, a free web application and commercial mobile apps for iOS and Android systems intended for the general public, plus commercial plug-ins for professional movie and photo post-production software. We will formulate a business pla