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 'Linking Academic Research with Entrepreneurial Success' in the context of a Horizon Europe call.

assistant: **Objectives**

The “Mind the Gap” project unites 7 partners (3 HEIs, 2 business partners & 2 NGOs) from diverse European innovation regions to bridge the gap between academic research and market-ready innovations. The project aims to 1) foster entrepreneurial skills among students & researchers, 2) enhance universities' capacity to support innovators, and 3) stimulate entrepreneurial activity across Europe. Using the 4Cs Framework, the project connects academia, business, and policy actors, creating a dynamic, inclusive innovation ecosystem. Key actions include 1) developing new entrepreneurial courses, 2) tailoring PhD programs, 3) integrating business acceleration, and 4) connecting stakeholders across regions. Addressing six expected call outcomes (i.e., 1) improved knowledge flows, 2) enhanced skills, 3) increased competence, 4) availability of local talents, 5) boosted entrepreneurial activity, and 6) increased youth employability), the project contributes to the New European Innovation Agenda, the European Green Deal, and the EIT HEI Initiative. Leveraging networks from EU initiatives such as CloudEARTHi, SEEDplus, and Inspiring the Minds, the consortium uses its vast expertise in academic-industry partnerships and entrepreneurship to position HEIs as engines of change, driving sustainable growth and strategic autonomy. The consortium’s diverse representation strengthens the Smart Specialization Strategies of partner countries. The project implements measures to promote gender balance, adhere to open science policies, and ensure the long-term sustainability of its activities beyond the project’s end. Through an extensive outreach and dissemination plan, it engages stakeholders—including students, researchers, university staff, policymakers, and the business sector—to position HE
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 'Open intelligent systems for Future Autonomous Vehicles' (OFAV) targeting Seventh Framework.

assistant: **Abstract**

The objective of this proposal is the development of an open architecture for future autonomous vehicles to become a standard platform shared by car makers in the design of next generation intelligent vehicles. It is based on 360 degrees sensorial suite which includes perceptual and decision making modules, with the ultimate goal of providing the vehicle with autonomous driving capabilities and/or supervise the driver's behavior. The perception module also includes vehicle-to-vehicle and vehicle-to-infrastructure subsystems, to increment the vehicle s sensing capabilities.  The research is based on the extended know-how and experience of the Principal Investigator s group at the Univ of Parma, which already marked fundamental milestones worldwide in the field of vehicular robotics. Car manufacturers and automotive suppliers are extremely interested in this research stream, but at the same time are very cautious in investing in long term and risky research like this.  Besides providing clear advantages on safety for road users, the availability of an open architecture will encourage and make possible the sharing of knowledge between public and private research communities (academic and automotive industry) and thus speed up the design of a standard platform for future vehicles.  Further research steps will be eased -and therefore made more effective-thanks to the common and open architectural layer proposed by this project.
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 'Engineered control of cellular circuits' to be submitted under Horizon Europe.

assistant: **Abstract**

Protein signaling in cells is precisely coordinated in space and time. Molecular chemogenetics, optogenetics, and biosensors have generated a scientific revolution enabling the spatiotemporal codes of protein signaling in single cells. However, it is a great challenge to study protein dynamics in a physiological multicellular environment due to the extensive variability in protein signaling within individual cells, as well as the sparsity of driver cells responsible for a specific physiological process. To build causal relationships between proteins and multi-cellular behavior, we will develop broadly applicable technologies by engineering proteins enabling the control of target proteins with light, exclusively in the relevant driver cell subpopulations. These approaches can be used in any biological field in which protein signaling is critical for multi-cellular behavior, but here we will focus on three different stages of a challenging neurobiology process. Upon sensory experience, for example, by learning a new task, only the subsets of neurons within a corresponding brain region switch to the active state. It is largely unknown how proteins that are activated in these sparsely activated neuronal circuits operate in space and time. Our technologies will enlighten the spatiotemporal dynamics of proteins in active neuron subpopulations responding to certain learning tasks in mice. Understanding such learning neuronal circuit responses at the molecular level will pave the way to develop new therapeutic approaches for brain disorders including epilepsy, depression, and autism spectrum disorders.


**Keywords:** biosensors, molecular optogenetics, chemical biology, protein engineering, protein switches, engineered allostery, neural circuits, synaptic plasticity, cellular
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 'Estuaries shaped by biomorphodynamics, inherited landscape conditions and human interference' under Horizon 2020.

assistant: **Concept**

ESTUARIES are shallow coastal water bodies with river inflow shaped by biomorphological processes, with patterns of channels and shoals, sand/mud flats, tidal marshes, vegetated banks and peat. Development was influenced by early Holocene landscape that drowned under sealevel rise, and by human interference. Estuaries harbour highly productive natural habitats and are of pivotal economic importance for food production, access to harbours and urban safety. Accelerating sealevel rise, changing river discharge and interference threaten these functions, but we lack fundamental understanding and models to predict combined effects of biomorphological interactions, inherited landscape and changing drivers.We do not understand to what extent present estuary planform shape and shoal patterns resulted from biomorphological processes interacting with inherited conditions and interference. Ecology suggests dominant effects of flow-resisting and sediment de/stabilising eco-engineering species. Yet abiotic physics-based models reproduce channel-shoal patterns surprisingly well, but must assume a fixed planform estuary shape. Holocene reconstructions emphasise inherited landscape- and agricultural effects on this planform shape, yet fossil shells and peat also imply eco-engineering effects.My aims are to develop models for large-scale planform shape and size of sandy estuaries and predict past and future, large-scale effects of biomorphological interactions and inherited conditions.We will significantly advance our understanding by our state-of-the-art eco-morphological model, my unique analogue landscape models with eco-engineers and a new, automated paleogeographic reconstruction of 10 data-rich Holocene estuaries on the south-east North Sea coast. We will systematically compare the
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 'Artificial Intelligence in Manufacturing for Sustainable Applications at SMEs' (AIRISE) targeting Horizon Europe.

assistant: **Abstract**

The AIRISE project will support European SMEs in the uptake of Artificial Intelligence applied to manufacturing, with a specific focus on the use of AI-enabled applications at the edge. The key objective for applications is a reduction of waste and carbon footprint while ensuring the resilient operation of manufacturing. The consortium will create an eco-system where the project’s AI experts will support experimenting SMEs and connect them to Digital Innovation Hubs and commercial companies to achieve real-world applications. Open Calls will allow SMEs to easily access AI expert competence through first-stage assessments that identify the status and potential and through further proposals that support them in running pilot applications and validation experiments. The ambition of AIRISE is to support more than 500 cases from SMEs and mid-caps on key AI applications at the edge. Support from the consortium will be complemented on security and connectivity by involving external resources in cybersecurity and IoT and on smart working environments by offerings on operator interfaces and collaborative robots.


**Keywords:** SMEs; Artificial Intelligence
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 'Hydrogen-rich gas from biomass steam gasification' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

This project is directed at the development of a fluidised bed gasification process for the production of a hydrogen rich gas from biomass. It is proposed to design and build a pilot scale unit that could integrate with a commercially available fuel cell power plant that is at present being modified for operation with hydrogen feed. In order to achieve the necessary high hydrogen yield, steam has been chosen as the gasification agent and suitable catalytic agents will be included in the bed inventory. The fluidisation system will consist of both a gasification and a combustion zone. The heat necessary for the gasification process will be generated by the combustion process and transferred by circulating the bed material through the two zones. A laboratory scale test rig (100 kWth) incorporating the above circulatory, heat transfer principle, using sand as bed material, has been operated successfully yielding encouraging results in straightforward gasification applications. The objective of the proposed project is the maximisation of the hydrogen content of the product gas in a scaled up, pilot-plant unit capable of fully demonstrating the feasibility of an economically viable industrial plant. To demonstrate one potentially powerful application of the product gas, it is proposed to use it for electrical energy production in a fuel cell. Phosphoric Acid Fuel Cells (PAFC) have been chosen as these represent an industrial reality, with well defined operating characteristics, readily available for field operation. An additional attraction of this application is that sufficient steam is generated as a by-product of the fuel cell operation to provide all the requirements for the steam fluidised gasifier. Achieving the above objective involves the construction and operation of
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 'Preparation of a certified reference material for oxolinic acid and flumequine residues in salmon muscle' in the context of a Fourth Framework call.

assistant: **Objectives**

Background According to Directive 96/27/EC, the quality of aquaculture products has to be controlled for residues of various veterinary drugs, including antibiotics. Actually no certified reference material is commercially available for veterinary drug residues in fish sample and no harmonisation has been possible between the different analytical methods used in this area. Therefore reference materials are needed for the fish industry (aquaculture and feed production), food control laboratories and environmental laboratories. Objectives The main objective of the project is the preparation of two certified reference materials, one for residues of oxolinic acid and one for the residues of flumequine in salmon muscle.Work programme: The four years project will be divided in different work packages: a feasibility study, two interlaboratory studies and the certification exercise. As the incurred fish muscles have unknown concentration of analytes, the interlaboratory studies and certification will be established on the basis of independent measurements. The consortium, involved in the project, includes 20 laboratories using different analytical methods, calibrants, and quantitation techniques (HPLC and LC-MS). The feasibility study will test the homogeneity of the materials and estimate the best way of keeping the materials for a long period. In the first interlaboratory study, the participants will analyse a synthetic solution with a common calibrant and their own calibrant. During the second interlaboratory study, the participants will analyse a blank fish muscle, a spiked fish extract, and an incurred fish muscle. For the certification, a spiked fish extract, a fish material incurred with oxolinic acid and a fish material incurred with flumequine will be analysed by all 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: Draft an executive summary for the EU project 'Energy forest development on areas in central-eastern europe, where agricultural prodution is uneconomical - an assessment study (ENERGY FORESTS)' (1998-2002) targeting Fifth Framework.

assistant: **Abstract**

Due to the forced agricultural policy in Central-Eastern Europe during the last five decades many areas with low-grade soils have been forced into agricultural production. The size of these low productive areas will be assessed in this study, because these areas are quite good for production of biomass. A relevant land classification method and a theoretical decision supporting model will be developed, in order to make decision taking on land utilization easier. Parallel with the work, the results will be published.
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 'Perspective of a real-time structural analysis tool assistant based on Computer Vision and Human Intuition' under Horizon 2020.

assistant: **Concept**

Many of today’s world challenges cover the domain of safety and civil society. In a world like this the need for doctors and diagnosticians of the complex building and infrastructures organisms is imperative and high-priority. The number of variables have exponentially risen and the expert point of view is becoming more and more out of reach. The gap that just some decades ago would have required some years of work experience can be closed nowadays only with the help of new technologies. Artificial Intelligence (AI) is displaying all its power for diagnosing pathologies and diseases in Human Medicine. Imagine to apply the same framework for buildings in order to have the real-time health of the living architectures. Computer science and data analytics are capable of extracting patterns from these data and of producing a knowledge graph of the external reality. The project integrates digital pattern perception with human percepetion models. This models are object of studies for cognitive neurosciences, and by monitoring neurofunctional activity it could be possible to grasp and interpret where a structural intuition resides when a human performs related simple tasks. This structural intuition, in form of a mathematical structure (algorithmic relations), would create an AI tool as structural assistant to see the forces alive by a Computer Vision device. It would represent the growth of a sixth sense for real time structural analyses, building risk perception and architectures performance investigation. The chosen research institutions to carry out in the project are: Structural Engineering Department (DISEG) of Politecnico di Torino, MIT Senseable City Lab and BioRobotic Institute of Scuola Superiore Sant’Anna di Pisa as Secondment. The intelligent structural assistant th
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 'Ferroelectric Vertical Low energy Low latency low volume Modules fOr Neural network Transformers In 3D' to be submitted under Horizon 2020.

assistant: **Abstract**

In the context of the fourth industrial revolution along with unprecedented growing global interdependencies, an innovative, inclusive and sustainable society is a sound European priority. For many people, the way towards inclusive and sustainable daily life goes through a lightweight in-ear device allowing speech-to-speech translation. Today, such IoT devices require internet connectivity which is proven to be energy inefficient. While machine translation has greatly improved, an embedded lightweight energy-efficient hardware remains elusive because existing solutions based on artificial neural networks (NNs) are computation-intensive and energy-hungry requiring server-based implementations, which also raises data protection and privacy concerns. Today, 2D electronic architectures suffer from ""unscalable"" interconnects, making it difficult for them to compete with biological neural systems in terms of real-time information-processing capabilities with comparable energy consumption. Recent advances in materials science, device technology and synaptic architectures have the potential to fill this gap with novel disruptive technologies that go beyond conventional CMOS technology. A promising solution comes from vertical nanowire field-effect transistors (VNWFETs) to unlock the full potential of truly 3D neuromorphic computing performance and density. Through actual VNWFETs fabrication setting up a design-technology co-optimization approach, the FVLLMONTI vision is to develop regular 3D stacked hardware layers of NNs empowering the most efficient machine translation thanks to a fine-grain hardware / software co-optimisation. FVLLMONTI consortium is a strong partnership with complementary expertise and extensive track-records in the fields of nanoelectronics, unconvention
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 'Temporally controlled delivery of vascular therapeutics from a regenerative template for diabetic wound healing' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Having recently returned to the EU following Graduate (Massachusetts Institute of Technology) and Postdoctoral Training (Harvard University) in the USA, I hope to work as a MSCA Reintegration Fellow to tackle a devastating element of the escalating epidemic of diabetes. Specifically, the lack of synchronicity in diabetic wound-healing can lead to chronic diabetic foot ulcers (DFUs), with limb amputation being the devastating consequence in many cases. Thus, the scientific goal of this proposal is to integrate my tools for temporally-controlled drug delivery with the existing collagen-based scaffold developed in Prof. Fergal O’Brien’s group at the Royal College of Surgeons in Ireland (RCSI). The proposed novel scaffold will be used to deliver vascular bioagents to DFUs, with ultrasound used as a trigger to delay the delivery of a vascular maturation bioagent. The target is to improve healing by stimulating vascularisation. The additional positive effects the bioagents may have on macrophage polarisation will be explored during a planned secondment.The training objective of this grant is to attain the requisite scientific and complementary skills so that I am fully prepared to run a research lab and teach in a top academic institution. This will be achieved through the expert supervision and input of Prof. O’Brien – and during a planned secondment – and will be backed up by colleagues in the lab and RCSI’s staff training activities. In addition, by managing the project, I will further develop skills relating to project planning and reporting, financial management, dissemination, patent filing and commercialisation. I will also continue to avail of opportunities to teach and to recruit and supervise students on this project or related works. If successful, this grant will