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 the specific objectives and expected outcomes for 'Three dimensional INtegrated PhotonIcS to RevolutionizE deep Learning' in the context of a Horizon Europe call.

assistant: **Objectives**

Neural networks revolutionize computation and already outperform humans according to many benchmarks. They have the potential to transform society and have already influenced Google to place artificial intelligence at the core (“AI first”) of business strategy. Governments and policy bodies worldwide focus on neural network-based computing as a vital future technology.Despite the evident promise, however, current architectures severely lose computational efficiency when applied to large neural networks and scale badly. The performance of current neural network hardware is orders of magnitude below what is theoretically possible, and the future development of artificial intelligence is therefore in jeopardy.I will solve this problem by developing neural network processors using advanced photonic components, specifically enabling a breakthrough with three-dimensional integrated photonic waveguides to implement a biologically inspired, fully parallel and scalable architecture. This is not an incremental improvement, but rather a completely new and never-explored approach, which will revolutionize neural network hardware. Based on this technology, I will create a fully programmable optical tensor processing unit by interfacing 3D waveguide Mach-Zehnder interferometers with a commercial SLM. The unit will calculate the connection of a neural network with speeds and energy efficiency exceeding the state of the art by two orders of magnitude, while programmability makes it widely applicable. A second system will go far beyond by implementing fully-fletched and programmable optical neural networks based on 3D waveguides and semiconductor lasers.The proof of principle building blocks of the project are in place and I am recognized as a leading researcher in the field. The realis
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 'Protecting Accumulated Intellectual Data for Accounting in Real-time' (PAIDFAIR).

assistant: **Concept**

The Trial adopts not already established leading edge technology for protecting and usage measuring of Intellectual Property (IP) content and software for e-commerce models in different fields. The PAIDFAIR partners from four European countries therefore supply new applications. The suppliers will benefit from a faster exploitation and the users have the chance for an early competitive advantage. The ultimate strategic goal is setting a worldwide standard for payment for IP content and software usage. The trial is proposed to give trust and confidence for software and IP content vendors and users. This is solved by a protection and accounting system in this fields: ESD and pay-per-use, distribution of music content, e-payment and authentication with Smart Card, IP distribution through broadcast/multicast and satellite communication, biometrical authentication and downloads for MHP set-top- box.Objectives:The ultimate strategic goal is setting a worldwide standard for payment for IP content or software use according to the slogan: Fair Pay-Per-Use.The innovations used in protection and accounting use the latest encryption algorithms (Rijndael, Elliptic curves),use public key schemes for secure downloading of usage credits. One accounting hardware can be used independently by many vendors for many products.Technical objectives are demonstration systems in fields of secure electronic software distribution and pay per use, distribution of music content,e-payment and authentication integration with Smart Card, IP Distribution through broadcast/multicast and satellite communication, biometrical authentication and secure downloads for open Multimedia Home Platform (MHP)set-top-box.To have positive effect on the cooperation activities and economical factors a comprehensive meas
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 'Non-CO2 Forcers and their Climate, Weather, Air Quality and Health Impacts' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Indicated area b)While overall the global warming with the causes and global processes connected to well mixed greenhouse gases (GHGs), especially CO2, and their impacts on global to continental scales are well understood with a high level of confidence, there are knowledge gaps concerning the impact of many non-CO2 radiative forcers leading to low confidence in the conclusions. This relates mainly to specific anthropogenic and natural precursor emissions of short-lived GHGs and aerosols and their precursors. These gaps and uncertainties also exist in their subsequent effects on atmospheric chemistry and climate, through direct emissions dependent on changes in e.g., agriculture production and technologies based on scenarios for future development as well as feedbacks of global warming on emissions, e.g., permafrost thaw. In addition to the atmospheric radiative forcing (gaseous or aerosols), albedo changes connected to land-use and land-cover can play a role, depending on the adaptation or mitigation measures included in different scenarios.Thus, FOCI responds to Topic D1-01-01 area b) and its main goal is to assess the impact of key radiative forcers, where and how they arise, the processes of their impact on the climate system, to find and test an efficient implementation of these processes into global Earth System Models (ESMs) and into Regional Climate Models (RCMs), and finally to use the tools developed to investigate mitigation and/or adaptation policies incorporated in selected scenarios of future development targetted at Europe and other regions of the world. We will develop new regionally tuned scenarios based on improved emissions to assess the effects of non-CO2 forcers. Mutual interactions of the results and climate services producers and other end-users w
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 Fifth Framework proposal on 'HIGH LEVEL TRAINING ON MATERIAL SCIENCE FOR YOUNG RESEARCHERS'.

assistant: **Innovation**

The MASRET project is based on material science in particular on the nanostructures. MASRET 1 (Electron and Photon Confinement in Semiconductor Nanostructures) is dedicated to semiconductor nanostructures and related electron and photon confinement. MASRET 2 (Quantum Properties of Mesoscopic Systems) treats the quantum properties of systems in the range from some atoms to the nanometric scale. The project is expected to represent the contact point for European researchers and leader scientists, active in those fields. The further developments will increase the knowledge thus allowing a know-out essential to the European improvement of science and technology.ftp://ftp.cordis.lu/pub/improving/docs/HPCF-2001-00276-1.pdf
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 'Highly efficient new generation synthetic RNA-replicon based vaccine' (REPLIXCEL).

assistant: **Concept**

The project seeks to create a novel, efficacious vaccine against influenza virus; a new type of synthetic vaccine readily adaptable to meet whichever influenza virus subtype may arise. A new generation of RNA-replicon technology will be employed combined with nanoparticles and innovative adjuvants for targeting of dendritic cells and efficient antigen expression. The consortium comprises two SMEs and two academic institutions each having unique and patented expertise such as replicon technology, nanoparticle technology, adjuvant chemistry, and surface modification chemistry to attach targeting moieties. As a highly interdisciplinary project, extensive exchange of knowledge between the project partners will be required in particular between product focused SMEs (nanoparticles, adjuvants) and technology excellence of academic institutions (replicon technology, surface modification chemistry).
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 'Triaxial stresses, anisotropic damage, and directional fluid flow across scales' under Horizon Europe.

assistant: **Concept**

The ability to accurately predict both the magnitude and direction of fluid flow within fractured rocks is paramount for the secure injection of fluids into the subsurface—an essential operation for geothermal energy production and CO2 storage. Even though the stress conditions at depth control the creation of fractures and the transport of fluids through them, technical difficulties have impeded the replication of crustal conditions in the laboratory, and the knowledge of fracture development comes primarily from experiments conducted under simplified two-dimensional stress conditions. This limited perspective has restricted the understanding of the interplay between three-dimensional stresses, the geometry of developed fracture networks, and the direction of fluid flow within fractured rocks. Furthermore, a key challenge for large-scale fluid flow prediction is the extrapolation of results obtained at the laboratory scale (centimetres) to actual reservoir scale (hundreds of meters to kilometres). This project, TRIFLOW, will use for the first time a novel apparatus to deform samples under representative crustal conditions to establish how 3D stresses influence fracture geometry and directional permeability. These results will be combined with innovative 3D mapping methods applied to natural examples of fossilised fluid flow in the form of vein networks, and numerical analyses, to study the dynamics of tridimensional fluid flow across scales. The outcomes of this project are expected to bring substantial advancements to our comprehension of fluid flow dynamics under genuine crustal conditions. This improved understanding will, in turn, enhance the precision of fluid flow simulations for applications involving the injection of fluids into fractured rocks, thereby contrib
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 'Metamorphosis as a re-set mechanism of the ageing clock: is early-life stress bypassed by morphogenesis?' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The overall aim of this proposal is to understand how early-life stress can affect later ageing biomarkers (oxidative stress, telomere shortening, and telomerase activity) in species with complex life-cycles, and in particular to test the completely new hypothesis that amphibian metamorphosis may act to rejuvenate tissues previously exposed to stress. The research objectives are: 1) to determine whether levels of ageing biomarkers vary across larval and metamorphic stages, 2) to investigate whether damage accumulated by larvae due to early-stress is reduced by metamorphosis and whether this differ between remodelled and newly formed tissues/structures, and 3) to examine whether early-stress influences cellular responses stressors to ageing biomarkers later in life.I will be trained by the host to adopt an empirical approach to measuring early-life stress and ageing (e.g. oxidative stress, telomere length, and telomerase activity) in species with complex life-cycles (using as a model Xenopus laevis individuals), and will learn new skills in several areas of animal physiology and molecular biology, which are needed to successfully complete the research objectives. This training will increase my experience in different biological domains and will help me to develop my independent research group in the EU.
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 'Global Science Communication and Perception' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The principal aim of GlobalSCAPE is to generate a detailed picture of science communication in a global context.Recent research focused on taking stock and re-examining the role of science communication has concentrated primarily on science communication in Europe and the western world. GlobalSCAPE expands outwards from this to take stock of the lesser-heard voices: the science communicators working in non-western countries and in regions where taking stock of science communication is particularly difficult. The experiences of science communication professionals in these regions have traditionally been under-represented. GlobalSCAPE will ensure that a full and accurate picture of global science communication can be established. The central component to the methodology implements a large-scale programme of automated diary studies to gather perspectives of science communication professionals. Those perspectives and variations will be mapped over time, providing a powerful tool for analysis.The landscape and modes of science communication are changing. This is, in large measure, the result of advances in digital communication in combination with ready and widespread access to smart devices. In its methodology, GlobalSCAPE builds on the very technologies that are changing this landscape. It exploits the global ubiquity of smart devices to implement an innovative and large-scale programme of data collection through the use of state-of-the-art methods in automated diary studies and draws on the expertise of a multi-disciplinary and international team of partners.GlobalSCAPE will:1. Present a more complete and fine-grained picture of global science communication2. Map that picture over time to identify shifts in priorities and incentives/disincentives3. Innovate a new and ambi
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 'Discovery of drugs for the treatment and prevention of Alzheimer's disease', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Alzheimer’s disease is a neurodegenerative disease characterized by the accumulation of proteins and protein fragments in the brain, progressive neuronal loss, inflammation, and the gradual and inevitable decline of memory and cognition. Decline of memory and cognition is coupled with binding of β amyloid peptides (Aβ) and their derived diffusible ligands (ADDL) to the nicotinic acetylcholine receptor (AChR).   To prevent this binding and improve cognition, we are designing, synthesizing, and testing new drugs that are capable of disrupting the calamitous interactions of Aβ with AChR, dull it’s anesthesia like effect, and prevent neurodegeneration.  For drug design, we use proprietary software based on normal mode dynamics developed in our laboratory.  These software have shown promising results with 98% accuracy in predicting ligand binding sites and drug screening.  For chemical synthesis, we use our highly experienced chemistry laboratory.  In the past, we synthesized complex molecules and drugs with high yields. Preliminary results of our drugs are promising in that they bind AChR without interfering with acetylcholine binding.  These Aβ like drugs open a new window of opportunity for the treatment and prevention of Alzheimer's disease.
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 'Site-selective protein-modification chemistries for antibody-drug conjugates (ADCs)' (ADCs) targeting Horizon 2020.

assistant: **Abstract**

SIMICA will provide IMM with the opportunity to integrate the European circle of research excellence institutions by cementing a sustainable science, technology and innovation network with internationally-leading organisations in the field of protein drug-conjugates. The strategy of SIMICA is based on science- and innovation-driven clustering, and is focused on the exciting and upcoming area of designing and constructing the next generation of chemically-defined and innovative protein drug-conjugates for the targeted treatment of serious conditions such as cancer. The project will allow: i) strengthening the science and technology capacity of IMM and ii) leverage its research excellence and value creation through innovation with a beneficial and quantifiable impact for the entire research and development community at IMM, the Lisbon region and Portugal. The successful implementation of this strategy will rely on specific actions, including: 1) cementing of existing and the creation of new scientific, innovative and technical collaborations through short-term staff exchanges and short-term on-site training activities; 2) training, mentoring and international exposure of IMMs young researchers and students; 3) building an innovation ecosystem centred at IMM; 4) igniting the entrepreneurial spirit among IMMs research community; 5) increasing science awareness among the general public through targeted dissemination and communication activities; and 6) developing a sustainability strategy to sustain the cemented network beyond project terminus. Through the completion of these activities, IMM, supported by its twinning partners, is in the best temporal and spatial position to achieve an improved capability to compete for internationally competitive research funding and to acc
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 'Quantum Design in Carbon Nanotubes' (QUANT-DES-CNT) under Seventh Framework.

assistant: **Objectives**

Quantum design, the ability to control the microscopic properties of a quantum system, has proven to be an invaluable tool in experimental physics. Carbon nanotubes are an ideal system to implement quantum design in the solid-state; their strongly interacting electrons, unusual spin properties, and unique mechanical qualities make them an excellent platform for studying quantum phenomena in low dimensions. However, for many years this potential has been hindered by the dominance of strong electronic disorder in thissystem. Fortunately, a series of recent breakthroughs in making nanotubes free of disorder has dramatically changed this situation, opening up a wide range of opportunities for high-precision experiments in these systems.In this work I propose to develop a new technology that will enable quantum design experiments incarbon nanotubes. This technology, which builds on my recent development of ultra-clean electronic devices in nanotubes, will allow us to create nanotube device-architectures that go far beyond those currently available. Specifically, we will be able to control the properties of individual electrons with microscopic precision (~100nm), manipulate their quantum states, and image their individual wavefunctions. This new toolset will be used to study previously unexplored realms in condensed matter physics, ranging from the correlated states-of-matter formed by electrons in one-dimension, to quantum information experiments with multiple electronic spins, and finally to mechanical studies of nanotube resonators in the quantum limit.These studies will address some of the most fundamental aspects pertaining to the physics of electrons, spins and phonons in low dimensions.