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 Seventh Framework proposal for the project '4WARD - Architecture and Design for the Future Internet'.

assistant: **Objectives**

Today's network architectures are stifling innovation, restricting it mostly to the application level while the need for structural change is increasingly evident. The absence of adequate facilities to design, optimize and interoperate new networks currently forces a convergence to an architecture that is suboptimal for many applications and that cannot support innovations within itself, the Internet.4WARD overcomes this impasse through a set of radical architectural approaches built on our strong mobile and wireless background.. We improve our ability to design inter-operable and complementary families of network architectures. We enable the co-existence of multiple networks on common platforms through carrier-grade virtualization for networking resources. We enhance the utility of networks by making them self-managing. We increase their robustness and efficiency by leveraging diversity. Finally we improve application support by a new information-centric paradigm in place of the old host-centric approach. These solutions will embrace the full range of technologies, from fibre backbones to wireless and sensor networks.The 4WARD results will allow new markets to appear, redefining business roles and creating new economic models. We will establish the Future Internet Forum as a leading standards body, enabling these new markets and opening them for old and new players alike, increasing opportunities for competition and cooperation and creating new products and services.These goals can only be achieved by gathering a strong, industry-led consortium of the leading operators, vendors, SME, and research organisations, with the determination, skills, and critical mass to create cross-industry consensus and to drive standardisation. The project is designed for multiple phases;
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 'Evaluation of Immune responses against highly expressed tumour Antigens in non-small cell Lung Carcinoma; Prospects for Immunotherapy', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Several tumour-associated antigens have been used safely in clinical trials of therapeutic anti-cancer vaccination with modest clinical outcomes. This inability to stimulate an effective anti-tumour response could be due to the poor choice of antigens used for vaccination, necessitating an improvement and broadening of antigenic selection for cancer immunotherapy.The over-expressed tumour-associated antigens Survivin and telomerase reverse transcriptase (TRT), are attractive because they are ubiquitously ex pressed and are required for maintenance of cancer cell growth. The immune responses against these antigens will be characterised in patients with non-small cell lung carcinoma (NSCLC). Emphasis will be given to the underlying T cell response to establish whether it is of a reasonable magnitude and/or of sufficient and broad epitope specificity to overcome tumour clones that escape immune surveillance.The specific aims will address the following: Do patients with NSCLC exhibit tumour-induced T cell responses against particular or multiple T cell epitopes present in Survivin and TRT? Does this response vary in frequency and specificity from that seen in normals? Does disease progression relate to T cell epitope spreading involving multiple HLA geno-types? Does the in situ, quantifiable detection of these antigens on tumour specimens predict disease severity?In addressing these aims, it will be determined whether these antigens can be used as immunotherapeutic agents in NSCLC. Cancer immunotherapy directed against multiple epitopes of tumour-associated antigens may be beneficial in a broad range of cancer patients. This fellowship will enable me to become established as a scientist in a highly respected medical research institute in Greece. I will train in a stimulatin
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 'Structured Physics-Inspired Representations and dAta models for efficient Learning'.

assistant: **Objectives**

Artificial Intelligence (AI) is set to revolutionize technology and society. While the fast improvement and adoption of AI comes with tremendous potential, it also brings significant challenges. The rise of so-called Large Language Models such as ChatGPT, which require tremendous computational resources, notably highlights the need for more efficient architectures to address sustainability and sovereignty concerns.In this context, the SPIRAL projectStructured Physics-Inspired Representations and dAta models for efficient Learningaims to create more interpretable, efficient, and targeted machine learning models by focusing on the role of structure. Indeed, despite advancements in Machine Learning research, the field has yet to fully understand how models process and build internal representations from structured data. SPIRAL seeks to close this gap by identifying how current architectures use structure in data and subsequently by developing better training protocols and tailored architectures, opening an alternative to the blind increase of model size and complexity.To achieve its goals, SPIRAL will take a dual, physics-inspired approach. First, it will establish an in-silico laboratory to explore the role of structure in data by developing a tunable model of synthetic structured data and conducting targeted experiments on modern machine learning architectures. Second, it will leverage insights from the statistical physics of disordered systems to understand the emergent structure in the solution landscape of asymmetric neural networks, ultimately proposing innovative architectures that make use of this internal structure to build meaningful internal representations of data.This interdisciplinary strategy, developed within the fast-growing Bocconi Institute for Data Scie
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 'THE NEXT STENT GENERATION: A FIRST-IN-CLASS REGENERATIVE NANOFIBER STENT TO RECONSTRUCT ARTERIES FROM THE INSIDE OUT' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Below-the knee critical limb ischemia (BTK-CLI) is the severe blockage of the arteries in the limb, leading to reduced blood flow. This condition currently affects over +3.5M people in the EU and US. The current standard of care for BTK-CLI is balloon angioplasty. This treatment unfortunately has failed to show strong clinical outcomes: around 40% of patients suffer from procedural complications, 73% of the cases develop restenosis within 3 months and 25% of patients end up requiring minor or major limb amputations. STENTiT has developed a first-in-class stent with regenerative capacity, a paradigm shift for medical stents. The Regenerative Stent is fully composed of nanofibers which allows for unique vascular restoration. The stent gradually dissolves while new vascular tissue is being formed, fully rebuilding the artery to secure long-term patency. STENTiT requests a €2.5M grant and €10M in equity to complete the clinical studies and prepare the Regenerative Stent for market launch.


**Keywords:** Medical devices,Nanotechnology, nano-materials, nano engineering,Novel Materials,Regenerative
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 'Reliable and specific urinary biomarkers for colorectal cancer' (COLOVOC) targeting Horizon 2020.

assistant: **Abstract**

Colorectal cancer (CRC) is the most common neoplastic pathology in the developed world. It is the second in frequency in men after prostate cancer and the second in women after breast cancer. Survival at five years, if all stages are taken into account, is approximately 50%. That represents a mortality of 20 cases per 100,000 inhabitants per year. The five-year survival of early stages, a situation almost equivalent to cure, is approximately 90%, whereas in advanced or metastatic stages it is less than 10%. Therefore, early diagnosis plays a central role in the improvement of survival rates. The main goal of this project is to find new ways to detect the cancer in the very early stages. To do so, the sample collection must be as simple, economic and convenient as possible. Only in this manner, regular screening approaching 100% of adult population will take place. The approach we propose is the identification and validation of new biomarkers in urine that can be used to diagnose colorectal cancer (CRC) at a very early stage. The central hypothesis is that CRC associated metabolites in the urine of patients can be segregated from patients with polyps (some of them precursors of CRC) and control subjects, and that their levels are correlated with clinical diagnostics of a CRC stage. Urine is an easy collectible biofluid for its non-invasiveness, and it can provide early detection of cancers. New sample measurement protocols and techniques are enhancing both selectivity and sensitivity by orders of magnitude, such as SPME and Twisters or GC/LC-MS systems (GCxGX/LC-QTOF-MS). The more sensitivity and selectivity, the more confindent diagnosis could be made at earlier stages of the cancerous process leading to a better survivability rate.Moreover, our proposal includes a mult
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 'Chemical Engineering of Atomically-Flat Colloidal Quantum Wells for Next-Generation Light- Emitting Devices' (NEXTLEDs).

assistant: **Concept**

The introduction of light-emitting diodes (LEDs) offering energy-efficient solutions has revolutionized the solid-state lighting and display technologies. With the widespread use of LEDs, the electricity consumption for lighting in Europe has significantly decreased from 19% in 2006 to below 15% in 2015, enabling saving 85 billion € annually together with the dramatically reduced carbon footprint. In addition to the energy efficiency, the paradigm shifts towards to the high colour quality lighting for the next-generation lighting technologies. To meet these future demands, NEXTLEDs project aims to develop low-cost and solution-processable LEDs exhibiting ultra-high performance with exceptionally high colour purity by using colloidal quantum wells as a novel light-emitting layer. These colloidal quantum wells, also known as colloidal nanoplatelets (NPLs), have recently arisen with their astonishing excitonic features. The narrowest emission linewidth, giant oscillator strength and suppressed Auger recombination are the key features of colloidal NPLs to achieve highly functional LEDs. In addition, the controlled assembly of these atomically-flat NPLs further enhance the light outcoupling efficiency from colloidal NPL LEDs to boost their efficiency, which is theoretically limited to ~20% for any kind of isotropic emitters. To achieve our overarching goal in this project, we aim to (i) systematically synthesize advanced heterostructures of colloidal NPLs by precisely engineering their surfaces and (ii) successfully integrate the assembled NPL films into carefully designed devices to achieve highly efficient LEDs showing exceptionally high colour purity. The findings of this project together with the proposed novel heterostructures of colloidal NPLs have hold great potential
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 'Innovative Hydrometallurgical Processes to recover Metals from WEEE including lamps and batteries - Demonstration' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The recycling business is traditionally dominated by SMEs. In the last 5 years a general trend in the electronics recycling sector to bigger companies is very visible. Multinational, multi-sector companies are buying several smaller recyclers every year.Hence the previous project HydroWEEE (03/2009–02/2012) dealt with the recovery of rare and precious metals from WEEE. The idea has been to develop a mobile plant using hydrometallurgical processes to extract metals like yttrium, indium, lithium, cobalt, zinc, copper, gold, silver, nickel, lead, tin in a high purity. By making this plant mobile several SMEs can benefit from the same plant. By making the processes universal several fractions (lamps, CRTs, LCDs, printed circuit boards and Li-batteries) can be treated in the same mobile plant in batches. This reduces the minimum quantities and necessary investments. In addition these innovative HydroWEEE processes produce pure enough materials that can be directly used for electroplating and other applications.The objective of HydroWEEE Demo is to build 2 industrial, real-life demonstration plants (1 stationary and 1 mobile) in order to test the performance and prove the viability of the processes from an integrated point of view (technical, economical, operational, social) including the assessment of its risks (incl. health) and benefits to the society and the environment as well as remove the barriers for a wide market uptake.Finally the previously developed processes of extracting yttrium, indium, lithium, cobalt, zinc, copper, gold, silver, nickel, lead, tin will be improved and new processes to recover additional metals which are still in this fractions (Cerium, Platinum, Palladium, Europium, Lanthanum, Terbium, …) as well as the integrated treatment of solid and liquid
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 'Characterisation of a novel state of matter: The Quark-Gluon Plasma', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

I propose to explore the properties of a novel state of matter, the Quark-Gluon Plasma (QGP), created by colliding atomic nuclei at the highest energy ever reached using triggered particle correlations. The QGP is predicted by the fundamental theory of strong interactions and is characterized by an equilibrated system of free quarks and gluons that are the constituents of atomic nuclei. My investigation of the QGP properties will give unique insights into the development of the early universe and the properties of matter under extreme conditions. Among other results, particle correlation measurements have revealed first compelling evidence for the existence of the QGP state. Due to the limited sensitivity of the used probes, the conclusions are to some extent qualitative rather than quantitative. To get a deeper understanding of the mechanisms at work I propose to study heavy-quark correlations and their in-medium modification in collisions of heavy nuclei by combining the information from different detection systems. I have verified the feasibility of this measurement at lower energies. I am currently one of the world’s experts in measuring heavy-quark correlations and I propose to perform such a measurement at the forefront particle accelerator, the Large Hadron Collider, located at the European Laboratory for Particle Physics CERN. My investigation will be done utilizing the dedicated ALICE (A Large Ion Collider Experiment) detector, which is most suited for measurements in heavy-ion collisions. I would like to do my project with one Postdoc and one Ph.D. student during a period of five years. My research team will be embedded in one of the leading institutes in the field of heavy-ion physics which provided a crucial hardware component to the ALICE experiment. My exp
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 'Promoting Financial Awareness and Stability' in the context of a Horizon 2020 call.

assistant: **Objectives**

The need to advance financial capability and financial awareness among informed citizens and market participants was identified as a major target to achieve an improved social performance, better client protection and, ultimately, greater societal well-being. The new socio-economic landscape in the post-crisis world brought changes in the financial, labour and pension markets along with changes in the public finance decisions from the political sphere.  Technological developments enable and enhance the availability of large volumes of information on themes relevant to financial decision making.  However, the volume of information, the existence of often ad hoc sources, and the documented existence of  cognitive limitations by individuals when it comes to the processing of big data plus widespread financial illiteracy found even within developed economies, including those of the EU point to the need for (a) specialized financial education toolkits available to the wider public (b) advanced crowd-sourcing tools to process financial data, extract and present collective knowledge, (c) advanced forecasting models exploiting the market sentiment to identify market trends and threats, (d) novel personalized recommendation systems to support financial decisions according to the user’s profile (financial literacy level, interests, demographic characteristics etc).  Based on these requirements, PROFIT will develop a platform built on Open Source components. The platform's functionalities will be pilot-tested in collaboration with the members of the European Federation of Ethical and Alternative Banks (FEBEA), an institution committed to responsible banking and finance. The outcomes of the project are expected to enable best practices that can be made available to the wide public
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 'Training for Micro-analytical platform technology' (MAPTECH).

assistant: **Innovation**

Training for Micro-Analytical Platform Technology (MAPTech) programme for early stage researchers aims to significantly enhance expertise in microanalytical systems and nanotechnology at a European level by facilitating the structured flow of researchers, expertise and technology between research centres in Finland, Germany, Spain and the United Kingdom.This training initiative operates within an area that has been highlighted as one of significant importance to the European Research Area, and MAPTech aims to nurture expertise in this field by providing a broad portfolio of related multi-disciplinary training activities and research opportunities in microanalytical systems and nanotechnology.MAPTech will comprise: Four 36-month PhD programmes, four 18-month training placements. Complimentary activities include applied training placements in industry, training in project management and scientific ethics. Also included are modular periods of academic study where early stage researchers will be able to gain accredited postgraduate qualifications in nanotechnology and microsystems.The PhD programs will offer structured training and research with the following scope:- Incorporating printed nanostructures and nanosensors within microanalytical sensor systems.- Micro analytical device fabrication with an emphasis on polymer moulding and joining technologies- Advanced polymer micro- and nanofabrication technologies for biotechnology devices, with a focus on roll-to-roll polymeric device fabrication.- Hybrid and functional material development and incorporation into microanalytical sensor systemsMAPTech will provide the opportunity for early stage research workers to develop their expertise within several highly regarded research facilities across Europe and gain further qualifi