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 'Tensors and Neural Networks for Computational Creativity'.

assistant: **Objectives**

Creativity in language is ubiquitous. It is abundantly present in work with an explicit creative intention - such as literary novels or poems - but weighty doses of creativity also pervade everyday language use. We believe that a computational model of creativity that focuses on language will shed light on the enigmatic processes and interactions that come into play when we humans express ourselves in creative ways. Moreover, natural language generation systems - in order to produce realistic utterances - need to be endowed with a certain capacity for creativity. The main goal of this research project is to develop unsupervised models of language that exhibit creativity. In order to do so, we propose an integrated approach that combines a number of important and innovative techniques. First of all, we rely on constructs from linear algebra called tensors in order to express language content according to different parameters. Using tensors, we are able to induce latent semantics from multi-way co-occurrences of textual content, which can subsequently be used for the generation of creative expressions. Secondly, we rely on advanced machine learning techniques, notably neural networks. Neural network techniques have recently shown impressive performance in a number of natural language processing tasks. Yet, these techniques are mainly mimicking human language production, and thus are showing little creativity in language generation; by adapting neural network approaches in various ways, as well as integrating them with our tensor-based approach, we expect to develop algorithms that are able to grasp the meaning of textual content in a more profound and elaborate way, and at the same time are able to express it with creative intent. The project has the potential for groundb
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 'Research Rush' (RUSH).

assistant: **Innovation**

Main objective of our proposal is contributing to the reinforcement of public recognition of researcher as profession. The proposed events are organized on 24.9.2010 in renewed program: from experiments, workshops, humorous presentations, two researchers’ rock bands, also innovative companies established under University's incubator, different experiments which red line is promoting importance of researchers for society...all with festive and fun character. The target audience of proposed events, foreseen in an informal and attractive way, in which whole families can take part in, is the public at large,including all different groups of population from youngest one to elder citizens. Intensive awareness campaign with research of public perception before and after 24.9.2010,will be important tool for strengthening of public recognition of researchers and to measure the impact of our activities.They all aim at offering the public at large an opportunity to directly meet researchers in a relaxed atmosphere, with »European corner« in the heart of the event's location. As a part of the »European corner« information on EC care for reasearchers and European material such as leaflets and gadges including The European Charter for Researchers and The Code of Conduct  for the Recruitment of Researchers as well. Interesting experiments, workshops in which visitors will participate will be performed. Information how young people can become researchers themselves.In order to illustrate the fact that researchers are ""normal people"",whose unique specificity is their curiosity and passion for research, they will play on their own concert and keep company with visitors.""
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 Horizon Europe proposal on 'TOP-pair production Gaining Unprecedented N3LO accuracy in QCD'.

assistant: **Concept**

The forthcoming High-Luminosity phase of the Large Hadron Collider (HL-LHC) will deliver percent-level precision across a wide range of observables, requiring equally accurate theoretical predictions. For several key processes, this demands next-to-next-to-next-to-leading order (N3LO) accuracy in quantum chromodynamics (QCD).TOPGUN3 focuses on top-quark pair production, the dominant source of top quarks at the LHC and the main channel for determining the top-quark mass. As the heaviest known particle, the top quark strongly affects the precision of Standard Model (SM) observables and the stability of the electroweak vacuum, yet its mass remains one of the least precisely known SM parameters due to theoretical uncertainties. Achieving N3LO accuracy is therefore essential to refine the top-quark mass determination and fully exploit the HL-LHC’s discovery potential.The project’s goal is the computation of the required three-loop amplitudes within the leading-color approximation, one of the main bottlenecks to N3LO precision. This computation goes beyond the current frontier. The presence of top quarks in both the final state and loop propagators greatly increases the complexity of the amplitudes, turning their reduction to a minimal set of Feynman integrals (FIs) with rational coefficients into a major obstacle, and gives rise to FIs involving special functions beyond multiple polylogarithms, whose evaluation is challenging.To address these challenges, I will develop a new reduction package by combining and extending cutting-edge reduction methods, such as syzygy techniques and transverse integration identities. The resulting FIs will be evaluated by employing and improving advanced methods to construct optimized differential equations and solve them through generalized se
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 'EU CHINA future Internet common Activities and Opportunities', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

In 2010 an EU-China expert group was established. The main area studied by this group was the Internet of the Future", the "Internet of Things" and also the protocols to be defined and deployed. Particular attention was dedicated to IPv6 deployment as difficulties have been identified, both in Europe and in China. Societal aspects and cooperation in research were also addressed.The expert group met twice in July and September 2010 and had regular exchanges which led to recommendations in important areas such as future internet including FIRE and IPv6.The ECIAO project partners were all partners of the EU-China Future Internet, IPv6 and IoT (F3I) expert group and were very honoured to see that the objectives of the call for the part of the EU-China cooperation are addressing exactly the recommendations of the expert group.The ECIAO project is therefore the seamless response to the current call as the continuation and implementation of the EU-China F3I expert group work carried out in 2010 and implementing the F3I expert group recommendations as consolidated by open workshops and roundtables (September 2010) and discussed at the EU-China regular policy dialogues with MIIT and MoST in 2010 and early 2011.The ECIAO experts, who made the studies and proposed these recommendations accepted for the EU-China policy dialogues, are very pleased and highly motivated to develop this project to implement the recommendations in interoperability and standards, in strengthening collaboration in FIRE research between EU and China as well as on best practices and pilots for IPv6 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'LIGHT BASED MULTISENSING DEVICE FOR SCREENING OF PATHOGENS AND NUTRIENTS IN BIOREACTORS' (LIBRA).

assistant: **Innovation**

The bioreactor industry is currently flourishing with a global market valued estimated at 2.3 B€ in 2020 and predicted to exceed 6.6 B€ euro by 2030, growing at a rate of 10.7% CAGR. Despite this impressive growth, there are challenges which can significantly impede the further advancement of bioreactors: Bioproducts can be sustainable and competitive only if reliable and contamination-free production is ensured. Currently, there is no catholic solution to this issue. To this end, LIBRA project introduces a benchtop smart multi-sensing system for the in-line automatable screening of cultivation processes in bioreactors. The LIBRA sensing technology lies in the use of light based integrated on-chip, real time sensors. A novel integration procedure of the photonic platforms together with disposable microfluidic modules and biofunctionalization units will result in a modular system with interchangeable components enabling the screening of nutrients and pathogens in bioreactor samples, according to the end users need. Furthermore, the LIBRA system will be able to be attached and integrated to various bioreactor systems regardless of their form factors, spanning from stirred tank bioreactors to single use bioreactors (SUB). To achieve this, LIBRA will rely on a highly multi-disciplinary consortium comprising expertise and specialization in several fields spanning photonics, surface functionalization, microfluidics, advanced packaging and assembly, artificial intelligence and bioreactor manufacturers. The exploitable results of LIBRA are expected to disrupt the current PIC-based sensing landscape, as estimated by the two business cases stemming from the project: the market revenues one year after the end of this project are expected to be €7.8 million growing to almost €59 mi
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 'Measures for optimising radiological information and dose in digital imaging and interventional radiology II')' in the context of a Fifth Framework call.

assistant: **Objectives**

It is proposed to research a number of problems confronting interventional radiology, digital imaging and digital mammography These must be addressed to ensure the widespread availability of these procedures for all European Citizens. Generic approaches and radiation protection tools must be developed to enable these technological advances to become accepted in clinical practice. The objective is safer, more cost effective healthcare. The research will support the medical exposures directive in terms of reference levels, optimisation, justification, acceptability of equipment, teaching / training and referral criteria.The DIMOND Project has produced a number of outcomes which have resulted in exploitable results. In particular, the image quality and dose management for digital projection radiography have been well elaborated. One of the main problems with the introduction of digital imaging is that despite the detectors being more efficient, patient doses have tended to increase. The immediate availability of images together with the ease of acquisition has meant that the number of images acquired with digital systems tend to increase. This project has developed a number of radiation protection tools and software which will facilitate the evaluation of new imaging techniques. Radiologists need to know what clinical image quality is required for a given imaging procedure. In turn, the clinical image quality must be related to measurable physical image quality indices such as defective quantity efficiency. A series of software tools have been developed within the project so that it is possible to measure DQE on a wide range of digital imaging systems. Thus a wide range of digital imaging systems may be assessed. Software has been written to enable the results of commercia
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 'Trade, Productivity, and Firm Capabilities in China's Manufacturing Sector' (CHINA), addressing dissemination and exploitation.

assistant: **Impact**

China s economy has expanded at breakneck speed to become the 3rd largest trading country in the world and the largest recipient of foreign direct investment (FDI). Entry into the WTO in 2001 was a landmark event in this ongoing process and I propose to study several channels through which it spurred China s industrial development. Crucially, I will take an integrated view of the different ways in which Chinese and Western firms interact: through trade flows, as suppliers or competitors, FDI, or knowledge transfers. First, I investigate the existence and magnitude of a causal link from the trade reforms to productivity growth. Second, I look for evidence of capability upgrading, such as increased production efficiency, an ability to produce higher quality products, or introduce new products by innovating. Third, I study the mechanisms for the impact of trade and FDI on local firms, in particular assessing the relative importance of increased market competition and the transfer of know-how from foreign firms. For this analysis, I draw heavily on a unique data set. Information on the universe of Chinese manufacturing firms is being linked to the universe of Chinese trade transactions. These are unique research tools on their own, but as a linked data set, the only comparable one in the world is for the U.S. economy. The Chinese data has the advantage to contain detailed information on FDI, distinguishes between ordinary and processing trade, and contains information on innovation, such as R&D and sales of new goods. Answering the above questions is important for other developing countries wanting to learn from China s experience and for Western firms assessing how quickly Chinese firms will become viable suppliers of sophisticated inputs or direct competitors. By estimati
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 'WNT-mediated signal relay in stem cells and oncogenesis - from basic biology to applications' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The ITN WntsApp is organized to achieve 3 key aims: (i) Provide a committed training programme for young researchers to bridge the gap between basic scientific knowledge and drug development, (ii) Centring research on a key cancer-signalling pathway, WNT signalling, to stimulate synergies and (iii) Strengthening the link between international partners and private enterprises to stimulate innovation and facilitate exploitation of results. We have recruited ten full partners from academia and industry from seven EU countries, providing a highly interactive research and training programme. Fellows get exposed to a wide range of activities in the private sector, including biotechnology and drug development, but also the publishing business. WntsApp fellows also profit from the activities of the SME PCDI, who are professionals in advising and supporting young graduates researchers.The scientific focus will be on the WNT signalling pathway that mediates critical cell fate decisions and is strongly linked to cancer. The fellows will address the mechanisms that relay cellular WNT signals from the membrane to the cytosol and nucleus, at the atomic, molecular and organismal level. The underlying molecular mechanisms provide attractive drug targets, particularly in regenerative medicine and cancer treatment. We will study and interfere with WNT signalling at various levels, focusing on conceptual advances regarding receptor specificity, allosteric effects, assembly and disassembly of complexes, WNT-regulated conformational changes, regulation of protein stability, role of molecular chaperones, protein-protein interactions, consequences for stem cell maintenance, mutation-induced tumourigenesis and the generation of high affinity agonists and antagonists that modulate receptor acti
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 Horizon 2020 proposal on 'Eco-friendly, safe and highly-absorbent wood pellets for animal bedding and litter, produced by an optimized cost-efficient energy process'.

assistant: **Concept**

The ECO-Pet innovation relies on the valorization of current disused wood wastes from conifers and hardwoods by their transformation into improved pelletized products for animal bedding/litter. The novelty of ECO-Pet is based on our patented methodology carried out under an efficient energy production process (<30% of external energy is required). By technical adaptations of the pellet mill to meet the optimal matching between roller pressure, material supply and compression, ECO-Pet wood pellets show improved efficacy qualities (absorbance and durability), but keeping an affordable price for animal owners. ECO-Pet will be a cost-effective (38% cheaper than current similar products), durable (increased mechanical resistance) and highly-absorbent solution (up to 100% more than current options) meeting the needs and demands of the increasing European pet-owning populations. ECO-Pet is expected to become a core source of growth for the company and the successful market launch of ECO-Pet will enable our company to consolidate its position in the wood pellet sector. Therefore, the company will carry out a complete feasibility study, covering the technical aspects required to ensure the ECO-Pet viability and combined with a robust business plan addressing the financial investment requirements and forecasts, and designing a competitive commercial strategy. ECO-Pet is made of 100% biodegradable organic material, being safe and with no impact on the environment. Thus, ECO-Pet addresses important EU global challenges regarding resource efficiency and raw materials, environmental issues and climate action. In addition, ECO-Pet is in line with the Circular Economy Strategy adopted by the European Commission. ECO-Pet will allow the valorization of disused wood wastes, adding value t
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 Horizon Europe proposal on 'MXENES AS THERMAL CATALYSTS. EXPLOITING THE IDEAL PROPERTIES OF CHAMELEONIC MATERIALS'.

assistant: **Concept**

MXenes were discovered in 2011 and, since then, have attracted attention as electro- and photocatalysts. In contrast, the ideal properties of MXenes as thermal catalysts remain almost unexplored, there being a very limited number of studies. The main reasons for this apparent lack of interest are: i) the shift in catalysis from heat as energy to overcome activation barriers to green electricity or sunlight, ii) the limited number of commercial MXenes and iii) the relative novelty of these materials. However, MXenes offer unique compositional range, structural flexibility and material properties that can make them disruptive catalysts. These properties include: i) prediction of the catalytic properties by DFT calculations, ii) possibility of metal alloying resulting in multimetallic MXenes, iii) absence or presence of surface terminal groups of various elements, including OH, -O- and halides, iv) control of lateral size from 2D to 0D forming MXene dots, v) strong metal support interaction making possible single atom catalysis. The aim of DISCOVERY is fill the current gap, applying MXenes to reactions in which their structure appears to be optimal according to the nature of active sites (Ti-OH or V=O) and DFT predictions (strong CO2 adsorption on surface-free MXenes). Specifically DISCOVERY will study two reaction types characteristic of some active sites such as titanol (alkene epoxidation) and vanadyl (CH4 oxidation to CH3OH and oxidative alkane dehydrogenation) or of metal nanoparticles (hydrogenation of CO2 and N2 and CH4 decomposition to H2 and carbon). DISCOVERY will not be a trial and error check of new catalysts, since it will be led be predictive DFT calculations and artificial intelligence tools. Extensive use of XAS (to monitor the changes in the metal elements