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: Write a project proposal abstract for 'Lung-like gas supply for hydrogen oxidation reaction in fuel cell anode' to be submitted under Horizon 2020.

assistant: **Abstract**

In researches about hydrogen oxidation reaction (HOR) at the anode of a fuel cell, most researchers concentrate on the intrinsic activity and stability of catalysts, while few researches study the gas diffusion effect in depth, which is however the rate-determine step for most HOR. Enlightened by the efficient lungs’ supply of oxygen to human with multistage bronchi and pulmonary alveoli, we plan to improve the hydrogen gas diffusion for HOR by constructing multistage superaerophilic gas channels (MSGC) in the catalyst layer (CL). Traditionally, to build gas channels in CL, people modify powder catalysts with aerophilic binder, which however cause aggregation and therefore hindered the transfer of electron and mass. Besides, part of the randomly made gas channels are closed that cannot transfer hydrogen actually. Thus, there are two challenges in MSGC construction: a solid and strong hierarchical micro-nano skeleton, that won’t aggregate, to support catalyst and channels, and a method to control the direction of the channels. Herein, we propose tungsten carbide nanoarrays (WC NA) as the skeleton for Pt catalyst and invent a vacuum-control method based on superwetting technology to direct the gas channels. Although WC nanoparticles have been proved promising as the substrate of Pt for HOR, WC NA has never been tried. Based on the novel structure, we will study the relationship between structure, gas diffusion, and HOR efficiency in depth. Targeting at the rate-determine step of HOR, we’re expecting a theoretical breakthrough in HOR, which will offer an alternative approach for making hydrogen anode in fuel cell industry.


**Keywords:** Electrochemistry, heterogeneous catalysis
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 'High viscosity emergency relief systems.' (1994-1998).

assistant: **Concept**

The objective of this project is the study of the characteristics of high viscosity two phase reactive fluids in order to develop and validate on the industrial scale guidelines for the adequate design of relief vents and disposal systems. The use of emergency relief venting remains one of the most commonly used methods to protect against the consequences of runaway reactions and other sources of over pressurisation in the process industries. Existing methodologies for the design of such systems were developed for fluids of low viscosity and to date little work has been carried out to develop and validate these for the industrially important class of reactions involving high viscosity fluids which include many polymerisation processes for the manufacture of bulk chemicals as well as fine chemicals such as resins and paints. The project includes a systematic experimental study of the influence of high viscosity on the degree of level swell in reactors and on flow characteristics, e.g. mass flow and pressure drop, through orifices and pipes coupled with the development of theoretical models to describe the basic physical phenomena. Experiments will be carried out using 20 and 60 cm diameter bubble columns under conditions typical of those occurring during relief scenarios together with measurements of level swell in a commercial reactor involving high viscosity fluids to develop vapour/liquid disengagement models to predict the onset of two-phase flow. Pilot plant tests at the 13 1, 801, and 3001 scale will be used to evaluate the influence of high viscosity on the venting and disposal process including the design of quenching systems using model fluids. Further venting and disposal experiments at the 801 scale will be carried out using a typical industrial reaction invol
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 Sixth Framework proposal for the project 'From micro to meso: gross-pitaevskii and quantum boltzmann equation'.

assistant: **Objectives**

Recent technological developments like nanoapparatus, Bose-Einstein condensates and devices for quantum information, are requiring more detailed mathematical models capable to describe them. In addition, it becomes important to have a rigorous description o f the decoherence phenomenon, whose role is to depress the quantum features of such devices. In our project we propose to study the scaling limits best fitting two relevant regimes for quantum systems: the Bose-Einstein condensate and the and quot;low-density of scatterers and quot; regime. In particular, we aim to approach the problems of rigorous deriving the two effective equations related to such regimes, the Gross-Pitaevskii and the Linear Quantum Boltzmann, respectively.The insertion of decoherence would be made by coupling the system of interest with an environment modelled as a large number of light particles. The main achievement would be to give a rigorous and unified treatment of the two quantum regimes starting from the fundamental Schroedinger equation. In this direction, during the last five years several results have been obtained separately by the applicant, the scientist in charge, and other groups.We distinguish between short and long-term objectives. The former count: improvement of the already existing derivation of the Gross-Pitaevskii hierarchy; study of the motion of a one-dimensional particle in the presence of a large number of scatterers; analysis, in this context, of a particular non Markovian limit. The latter are: full derivation of the Gross-Pitaevskii equation in one, two and three dimensions; full derivation of an effective equation for the one-dimensional low-density limit; estimate of the decoherence effect.
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 'Making life-saving cancer therapies more widely available by simplifying production processes, reducing costs and enhancing patient safety through its patent-protected biomimicking mesh material.' to be submitted under Horizon 2020.

assistant: **Abstract**

Lifesaving cell-based CAR-T therapies have achieved remission rates of up to 83% for patients with the most aggressive and untreatable cancers. These therapies harness a patient’s own genetically engineered immune cells to target cancer cells. However, manufacturers are struggling to produce these individualised treatments at scale resulting in prohibitive prices as high as $475,000 per treatment. Unless solutions that address these limitations are provided, publically-funded EU healthcare systems & citizens will be priced out of these life-changing therapies.The challenges they face include poor cell growth performance due to patient sample variability, limitations associated with equipment adopted from the research lab that require costly skilled labour, costly consumables and expensive cleanroom infrastructure. Compared to the gold standard, Dynabeads, initial testing has shown that the ImmunoGrow technology produces an 8x higher cell yield which helps to save the sickest patients who have limited cells and significantly reduce the cost to manufacture these therapies by simplifying the process, reducing the requirement for skilled operator input and making this step both ‘closed’ and automated. ImmunoGrow achieves this through its patent-protected mesh structure that mimics the natural growth conditions cells encounter in the body. Grey Matter Technologies (‘GMT’) Ltd. is seeking support to help fund trials with two identified customers as well to help it to conduct an independent set of tests on the product’s performance. Both these trials, as well as an associated business plan or feasibility study, will be core to the raising of a seed round of €500,000 in 2019 to further develop the technology with the release of a full-scale product anticipated for Q3 2021. GMT
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 'Eukaryotic DNA replication: a single-molecule approach to the study of yeast replication on chromatin' (REPLICHROMA), addressing dissemination and exploitation.

assistant: **Impact**

DNA replication is essential to cellular function. During a lifetime, each of us synthesizes a light-year’s length of DNA, but this process is so robust that few of us will develop cancer. In eukaryotes, DNA is packed into chromatin, a hierarchical DNA-protein assembly of which the nucleosome forms the basic unit. Chromatin replication convolves DNA replication with the duplication and reassembly of all DNA-associated proteins. Understanding the coupling between these processes has fundamental implications for epigenetic inheritance and cancer.The goal of this proposal is to gain spatiotemporal insight into chromatin replication by using our biophysical expertise in replication and chromosomal dynamics to build up a mechanistic timeline of the process. We will harness recent advances in the reconstitution of the yeast replisome alongside our novel, high-throughput single-molecule approach to visualize and quantify the collaboration between a single yeast replisome and the histone chaperones to achieve chromatin replication. We will:•Monitor the assembly of the replisome on chromatin and visualize how nucleosomes impact its progression.•Quantify how the replisome and histone chaperones disrupt nucleosomes and retain histones for further processing.•Detect the deposition of newly synthesized histones behind the replisome and reveal the interactions between replisome components and histone chaperones that couple replication to nucleosome assembly.•Report on the phenomenon of epigenetic inheritance by imaging histone recycling between parental and daughter DNA. We will examine its timing and efficiency, the conformations of reassembled nucleosomes, and any preferential recycling to either daughter DNA.This proposal places us in a unique position to make major contributions
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 'AI powered Digital twin for lighting infrastructure in the context of front-end Industry 4.0' (AI-TWILIGHT).

assistant: **Innovation**

In all lighting sectors, warranty and customisation are becoming key product differentiators. In addition to that, the integration of more electronics and sensors in lighting systems will change what we call lighting today.While the concepts of digitalisation and Industry 4.0 are progressing fast into the manufacturing world, in the lighting industry, the front-end product design is still using traditional simulation techniques. An innovative approach is to couple digital twins with Artificial Intelligence to offer unlimited possibilities to the “first build and then tweak” approach.The main goal of AI-TWILIGHT is to merge the virtual and physical worlds to pave the way for innovations in fields where the European lighting industry is likely to be competitive. Self-leaning digital twins of lighting systems (LED source, driver of a lighting application) will be created and used as input for predicting performance and lifetime of product and infrastructure design and management in an autonomous world. Tests will be carried out in selected application domains e.g. automotive, horticulture, general and street lighting. The key technical and exploitation objectives of the AI-TWILIGHT consortium are:• To create and digital twins of LED light-sources and electronics (driver)• To create self-learning models using AI and analytics techniques• To facilitate the implementation of the digital twins in digitalized design flow (for SSL product design) and facilitate their applications upstream, up to digital twins of lighting systems of large infrastructures (e.g. for building design).• To implement the AI-TWILIGHT methods, models and tools within consortium partners to harvest its benefitsWhen translated to business goals, objectives will result in the introduction of more customise
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 'INdAM FELLOWSHIPS IN MATHEMATICS AND/OR APPLICATIONS FOR EXPERIENCED RESEARCHERS COFUNDED BY MARIE CURIE ACTIONS' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The Istituto Nazionale di Alta Matematica (acronym: INdAM) is a research institution created by the italian law. The INdAM-COFUND programme plans to open to transnational mobility the existing INdAM national programme, increasing the trans-national mobility of researchers and improving their working and employment conditions, in particular the amount of their salaries. The programme, intended for experienced researchers in mathematics and/or its applications, aims to reinforce the international dimension of the career of Italian (national or assimilated) researchers, to reinforce the scientific excellence of Italy inside the ERA through knowledge sharing with incoming top-class researchers, to reinforce the attractiveness of Italy by encouraging reintegration in Italy of Italian researchers who have carried out research in a Third Country for at least 3 year. The fellowships to be awarded are of three types (1) Outgoing fellowships (with return phase) (2) Incoming fellowships (3) Re-integration fellowships. The corresponding FP7 Marie Curie Actions have been used as a reference frame in designing the structure of the programme. The programme is open to all the researchers. Italian nationals (or assimilated) can apply for outgoing and reintegration fellowships, non-nationals for incoming fellowships. As to the choice of the research programs, the expression “mathematics and/or its applications” has a very broad meaning. It includes all the fields of mathematics, applications of mathematics to the natural and social sciences, e.g. physics, biology, chemistry, finance and economics, to computer science, to engineering, to industry and technology and so on. The duration of the programme is 48 months. The total number of fellowships: 27. The total number of fellow-year: 54.
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 'Can we print an aircraft at room temperature?' (Print2fly) targeting Horizon 2020.

assistant: **Abstract**

Within the field of aircraft manufacturing and aerospace sector, there is an increasing emphasis on thermoplastic composites and Additive Manufacturing (AM). However, current thermoplastic AM techniques are not suitable to manufacture parts with required reliability. These products suffer from poor mechanical performance stemming from the inherent weakness of printable polymers, high void content and weak bonding between printed layers. Current thermoplastic AM techniques are thermally-driven processes with serious limitations in processing of engineering thermoplastics due to high melt viscosity and process temperature of such polymers. Therefore, Print2fly is devoted to developing a new extrusion-based AM method named Reactive Liquid Deposition Modelling (RLDM) to fabricate reliable and high-performance continues fibre reinforced thermoplastic composites at room temperature. The RLDM technology employs photopolymerization of a liquid resin with tailored flow-ability and polymerization kinetics instead of the conventional melt processing. Print2fly conceptualizes a novel interphase formation between the freshly deposited layer and solidified layers and bridges the nano/micro-structure to the bonding performance and composite macro-mechanics. Print2fly will be a futuristic composite manufacturing technique to produce durable, robust, complex and recyclable parts for the aircraft industry.The chance to perform this multi-disciplinary project within a world leading thermoplastic composites laboratory will give me the opportunity to excel my competencies in polymer chemistry, mechanics of composites and advanced characterizations. This will extend my scientific knowledge in thermoplastics and AM and augment my professional maturity and independence, helping me to grow my p
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 'A Giant Leap for Keyword Spotting' (AGILE-KWS), addressing dissemination and exploitation.

assistant: **Impact**

Speech technologies like keyword spotting (KWS), which is concerned with the detection of keywords from an audio stream comprising speech, are nowadays in vogue thanks to their integration in many electronic devices in order to comfortably interact with them by means of the voice. Despite all the research progress made over the last decades, the performance of speech technologies is still severely degraded when acoustic distortions like background noise or reverberation are present. This can make these technologies completely unusable for the real-world applications. As a result, this project proposal aims at taking KWS technology forward by researching and developing novel state-of-the-art acoustic distortion-robust methods based on concepts successfully applied to related areas like automatic speech recognition to get a leap of KWS performance in real-world (i.e., noisy) acoustic conditions. This will be achieved while working towards two different and exciting timely goals with high social impact giving an interdisciplinary dimension to this action: 1) the preservation of the NASA’s Apollo mission speech recordings for future generations (during the outgoing phase), and 2) the improvement of hearing-impaired people’s life quality by facilitating voice-based interaction with hearing assistive devices like hearing aids (during the incoming phase).


**Keywords:** Keyword spotting, Noise robustness, Multi-channel speech processing, NASA, Apollo missions, Hearing aids
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 'KIOS Research and Innovation Centre of Excellence' (2014-2020) under Horizon 2020.

assistant: **Objectives**

The proposed Teaming project aims to develop the KIOS Research and Innovation Centre of Excellence (KIOS CoE), for conducting multidisciplinary basic and applied research and innovation in the area of intelligent systems and networks with emphasis on monitoring, control, management and security of critical infrastructures. The proposal is a team effort between the University of Cyprus and Imperial College London, and builds upon a successful research unit, currently at the University of Cyprus. The strong background and individual experience of the two partners, combined with the synergy created by the Teaming project, provides a unique opportunity to establish a sustainable centre of excellence on the south-eastern frontier of Europe, which will stimulate the creation and growth of a regional industrial ecosystem with major economic and societal benefits. The proposed KIOS CoE will bring together a strong multidisciplinary team that covers all the required expertise to allow a holistic approach for addressing key research and technological challenges of critical infrastructures. The KIOS CoE will be established through five strategic pillars: (i) the growth of human resources and educational and training activities; (ii) the enhancement of the infrastructure through the KIOS Testbeds (iii) the creation of the KIOS Innovation Hub for technology transfer and entrepreneurship; (iv) development of an Open Knowledge framework to support and promote centre-wide reproducible research and open access; and (v) initiate an organisational transformation to manage the significant expansion of the KIOS CoE. The proposed KIOS CoE is strongly supported by the Government of Cyprus, the University of Cyprus, and Imperial College London with significant complementary funding. Moreover,