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: Explain the overall concept, methodology and approach for the project 'Hybrid quantum-classical neural networks for the characterization of noisy intermediate scale quantum computers' (2021-2027).

assistant: **Concept**

The objective of HyNNet NISQ is to develop tools based on hybrid quantum-classical algorithms for the characterization and measurement of quantum states prepared on near-term quantum computers.Currently available quantum devices can perform computations that are challenging for classical computers. However, applications of quantum computers in science and economy require a further development of quantum hardware and algorithms. One of the major challenges is the measurement and characterization of quantum states produced as an output of quantum algorithms. Standard diagnostic techniques have become limited due to the quickly increasing system size and complexity of quantum devices. Here I will integrate adaptive quantum algorithms with classical artificial neutral networks to design hybrid quantum-classical neural networks. Employing machine learning techniques, I will train the hybrid neural networks to identify underlying characteristics of quantum states.I will develop characterization and measurement tools required for the simulation of condensed matter physics and quantum chemistry on near-term quantum computers. First, I will investigate how to design and train hybrid neural networks to recognize quantum phases of matter, focusing on strongly correlated systems and topological order. Second, I will study how to exploit hybrid neural networks to reconstruct the full quantum state describing all properties of a quantum system. I will use this technique to efficiently measure quantities required for condensed matter physics and quantum chemistry simulations. The hybrid neural networks developed here can be readily realized on near-term quantum computers. Therefore, they will provide key tools for the development of quantum algorithms and next-generation quantum hardw
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 2020 proposal for the project 'A Thermal-Visual Integrated System Mounted on an Unmanned Aerial Vehicle for 3D energy performance mapping and forecasting and damage evaluation'.

assistant: **Objectives**

Objective of this project is the implementation, validation and demonstration up to the commercial phase of an innovative and flexible device mounted on an Unmanned Aerial Vehicle (UAV), named in the following TherVIS. The device is suitable for: i) mapping energy building performance for energy saving within large extent areas (e.g. building blocks, districts, small communities), ii) evaluating structural health of civilian infrastructures (including bridges, new, old and historical buildings, pipelines, etc.) for public security.The age of existing buildings is rising and, as a result, they continuously undergo degradation. The improvement of the energy consumption efficiency of buildings and their environmental impacts is a general issue of increasing importance for the construction industry in Europe and all over the world.For minimizing energy losses TherVIS device is proposed, consisting in a monitoring device integrating a new generation thermal camera coupled with a stereo camera or laser scanning. The monitoring system is mounted on a micro-UAV equipped with different navigation sensors, stabilized by a microcontroller-based flight control and basically operated by GPS navigation or manual remote control. An innovative methodology would be implemented allowing the 3D aerial pictures and thermal images, acquired at a high sensitivity rate, high speed and low frequency, to be automatically integrated in a combined 3D spatial-thermal image within a purposely-built model. Using in situ measured meteorological conditions, the model would allow for quantification of local energy losses and for detection of structural damages of the building. This approach would lead, within large extent areas (e.g. building blocks, districts, small communities) and with a limited num
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 2020 proposal for the project 'Biodegradable bottlebrush polycarbonates with benzophenone groups for the preparation of tissue engineering scaffolds'.

assistant: **Objectives**

Over the past years, aliphatic polycarbonates (APCs) have gained prominence in the biomedical field in reason of their features allied to their in vivo bioresorbability. Unlike polyesters, the degradation products of APCs are acid free, which prevents tissue inflammation and drug denaturation upon their use as implants and drug vehicles, making them a potential material in the medical field. Simultaneously, the 3D printing of biomaterials has recently advanced the development of tailor-made implants, which can improve the patients’ health and quality of life. However, the translative impact of 3D printing to clinical use is still beset with limitations, including the brittle nature of the properties of materials that are available, the crosslinking chemistries that hinder translation into cell-laden biomaterials and toxicity of residual monomers and additives. PhotoPolyCarb aims to overcome these limitations by combining functional photoreactive polycarbonates from different topographies with stereolithography (SLA), thus avoiding the use of toxic monomers and photoinitiators during the printing process. In a transfer of knowledge, PhotoPolyCarb will bring together the expertise of the researchers in areas such as chemical engineering reactions (from the applicant), polymer chemistry (from the host) and bioengineering (from the secondment). The fellowship will permit the applicant to work with world-renowned research groups in the field of biomaterials and tissue engineering, allowing her to develop skills in an interdisciplinary environment and consolidate her career. The dissemination of research results will target the professional audience as well the public through outreach activities.


**Keywords:** bottlebrush polycarbonates, benzophenones, 3D printing, biocompa
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 'EUROPEAN TRAINING NETWORK IN INNOVATIVE POLYMERS FOR NEXT-GENERATION ELECTROCHEMICAL ENERGY STORAGE' under Horizon 2020.

assistant: **Concept**

POLYSTORAGE ETN aims to develop high quality training opportunities for 15 +1 ESRs (one financed with Australian funds) in the area of “Polymers for Next Generation Electrochemical Energy Storage”. The final objective is to train materials scientists who will be the future leaders to face some of the upcoming European energy and environmental challenges. Well-balanced combination of fundamental and basic material&polymer science with applied research in advanced energy storage devices is a key aspect of this training network. A comprehensive training programme has been designed at two levels including local activities such as enrolment in PhD programmes, local courses, etc, and network-wide activities such as sectorial secondments, 6 workshops, 2 schools and one final conference. The goal is to exploit the high number of potential synergies between innovative polymers and next generation energy storage technologies such as postlithium batteries, redox flow batteries, and all-polymer batteries. POLYSTORAGE gathers together 12 beneficiaries (incl. 2 industries) and 11 partners (incl. 9 industries). POLYSTORAGE academic partners are internationally renowned for their research and training activities in polymer science (Univ. of Jena, Univ. of the Basque Country, Univ. of Leuven, Univ. of Pau, Aalto Univ.) and energy storage (Karlsruhe Institute of Technology, Uppsala Univ., Politecnico di Torino, Imdea Energy, Nat. Inst. of Chem. and Deakin Univ.). The 11 European industries with complementary expertise are FAAM Research Center, E22 Energy Storage Solutions, Scania, Toyota Motor Europe, Evonic Creavis GmbH, TCI Europe NV, CALIXHE, Solvionic, Chemspeed, NETZSCH and Repsol. The industrial participants will have an active participation in the training activities and exploitat
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 'Exploring the impact of Stellar Multiplicity on planet formation Across Disc Evolution' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

In regions of active star formation, the protoplanetary discs around young stars act as planetary factories. Recent observing campaigns have shown that the majority of protostars belong to multiple stellar systems: the younger the stars, the higher the degree of multiplicity. Young discs are then strongly affected by stellar multiplicity, unavoidably modifying the way in which planets form. The detailed evolution of multiple systems with discs and planets however remains to be explored. Since most current models have been designed for single stars, there is an urgent need to extend these models to multiple stars. This will pave the way for a better understanding of the process of planet formation, at a more general level.  The Stellar-MADE project aims to provide a comprehensive view of disc dynamics and planet formation within multiple stellar systems. My team and I will thoroughly study multiples to: (1) Establish the formation channels of protoplanetary discs around young stellar objects; (2) Follow disc dynamics and grain growth in order to identify the regions of planetesimal formation; (3) Characterise planetary architectures and the resulting exoplanet population. To achieve our goals we will perform hydrodynamical and N-body simulations, developing and adapting state-of-the-art codes (Phantom, MCFOST, Rebound). Our calculations will include a broad range of physical processes: disc thermodynamics, radiative transfer, gravitational perturbations, aerodynamic friction, dust growth, and Mean-Motion Resonances. This will allow us to identify and quantify stellar multiplicity effects across evolution. My previous work on binary stars constitutes proof-of-concept that it is possible to coherently connect protoplanetary disc evolution to planetary architectures. Unveil
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 'Irreversible temperature indicator for accidental freezing' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The objective of this evaluation programme is to determine the possibility of producing an indicator label which will show if a product has been exposed to temperatures below those which it has been designed to be stored under. Research is specified to evaluate whether an emulsion system will deteriorate in given conditions becoming unstable and causing a reaction witch will induce a colour change given a clear visible reaction such as colour. Areas such as manufacturing and marketing will also be evaluated.
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 'Planetary Entry Integrated Models' to be submitted under Seventh Framework.

assistant: **Abstract**

One of the major technological challenges associated with the access to planetary surfaces is the entry of the space vehicle in the planetary atmospheres at superorbital speeds. The problem is the very large heat released to the vehicle surface by the surrounding gas either as convective heating or as radiation. Optimization of the thermal shield design can have a profound impact on the overall mission mass, volume (and therefore energy and cost) budgets. However, a poor knowledge of the physics of hypersonic entry is the limiting factor. Uncertainties increase with the entry speed, in particular as radiation becomes a considerable contribution to the overall heat load. Significant advance can only be achieved when the uncertainties in the physical modelling have been considerably reduced. The main goal of this study is, therefore, a thorough analysis of the physics behind space vehicle entry into planetary atmospheres and an improvement of crucial elements of the modelling that allows reliable predictions of flight conditions. This study is therefore concerned with the development of advanced chemico-physical and plasma models of hypersonic entry flows. Advanced models mean the description of the nonequilibrium chemical kinetics of the high temperature medium on the basis of a state-to-state approach. This approach, in turn, calls for a microscopic description of the elementary processes that play a role in the high temperature reactive gas mixtures surrounding the space vehicles during the entry phase. The predictive capabilities of the theoretical models will be assessed against well defined experimental measurements and their impact on the overall heat flux to the surface will be estimated by Computational Fluid Dynamics simulations of realistic ground and flight te
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 'Building a climate-resilient safe operating space for coral reef fisheries to tackle malnutrition in the global tropics'.

assistant: **Objectives**

Coral reef fisheries prominently feature in the delivery of nutritional benefits (e.g., essential amino acids, fatty acids, vitamins and minerals) throughout the tropics, with over 500 million people, mostly in low and middle-income countries, estimated to depend on reefs for food and income. However, our lack of understanding on how to effectively manage reef fisheries in the context of environmental change is leading to unsustainable reef-based food systems and reduced income for dependent populations, exacerbating malnutrition in tropical coastal communities. Innovative fisheries management tools are needed that simultaneously enhance ecosystem resilience and the multiple ecosystem services coral reefs provide to human populations. SAFEReefs aims to empirically develop, for the first time, a climate-resilient safe operating space (SOS) for data-poor reef fisheries so reefs can be sustainably managed in multiple dimensions (e.g., ecologically, economically and nutritionally) under a rapidly changing environment. Using a global dataset covering >2000 reefs worldwide and capturing community composition shifts experienced under climate change, this project will (i) estimate sustainable reference points for reef fisheries that account for the interconnections between nutrient supplies, ecological stability and economic gains; and (ii) conduct the first global assessment of coral reef fisheries sustainability and climate-resilience, pinpointing the ecosystem, nutrition and economic potential of applying climate-resilient reef fisheries globally. Overall, SAFEReefs will generate new knowledge, contribute towards an evidence-based online decision support tool to help end-users (e.g., fisheries stakeholders) manage their reef fisheries, and reveal novel interdisciplinary solu
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Fifth Framework proposal on 'Real Opportunities for Exploitation of Transport Telematics Applications'.

assistant: **Concept**

The project is a support measure which will draw together the results and findings of the 4th and 5th Framework transport telematics and IST projects in order to support their effective application in Europe. The objectives are to facilitate the dissemination and exploitation of transport telematics, by the appreciation and documentation of relevant research and application results within and outside Europe, so as to encourage their effective and timely implementation and provide feedback of user requirements into future developments. The approach will be to undertake application reviews through expert groups with research and technical support, leading to recommendations for further action and to their widest dissemination and exploitation amongst decision makers and interest groups.Objectives:To facilitate the dissemination and exploitation of transport telematics in Europe by:(i) Appreciation and documentation of relevant research and application results of EU projects.(ii) Appreciation of related transport telematics activities in Europe and elsewhere (including non-EU funded research) and the production of consolidated documentation to enable FP5 program participants to identify trends and opportunities and so position their research to take best advantage of them and ensure coherence of relevant FP5 activities.(iii) Using the above, to encourage effective and timely implementation of transport telematics by the widest range of users. This will include the production of material focused for particular groups.(iv) Providing the feedback of user requirements into the process of determining future developments.Work description:The project is a support measure which will draw together the results and findings of the 4th and 5th Framework transport telematics and IST 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 'New Lanthanide Basd OLEDs for Medical Treatment' to be submitted under Seventh Framework.

assistant: **Abstract**

In over 40 years of worldwide independent research it has  been proved  that  the light therapy delivers powerful therapeutic benefits to living tissues and organisms. RED-NIR-light photobiostimulation represents an innovative and noninvasive therapeutic approach for the treatment tissue injuries or skin cancers. The light sources currently used in a medical treatment are large and the therapy requires lengthy hospital visits. Therefore, manufacturing of a portable light source, cheap, efficient, easy to use, comfortable and available to patients in their homes, would be a very important improvement. Such light source’s requirements are fulfilled by the small, light and flexible OLEDs, being the subject of the present project.Efficient and stable OLED devices operating in RED and NIR spectral regions are not currently available. In this framework lanthanides complexes with organic ligands represent very promising RED and NIR emitters for application in electroluminescent devices. The sensitization of the Ln(III) luminescence in the NIR region is, however, more difficult than in visible and deactivation of the excited states by the vibrations of the ligands and/or solvent molecules are much more rapid.With this background the present project will focus on design, synthesis, photophysical and electro-optical characterization and device testing of novel efficient RED-NIR emitters based on lanthanide complexes, attached to the polymer backbone, bearing organic ligands or Iridium complexes, acting as sensitizers of lanthanide emission. These studies are expected to enable the development of the prototype, flexible, inexpensive and portable OLEDs, based on the multiply doped single emissive layers, as light sources for the low-cost medical phototreatment. Additionally the pro