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 'MOdel Validation and Evaluation procedures of integrated planning support systems for Nature-Based Solutions' in the context of a Horizon 2020 call.

assistant: **Objectives**

Since 2014, Europe allocated €5.5 billion in sustainable watershed management, including Nature-Based Solutions (NBS) of green-blue infrastructure to combat aquatic ecosystem decline and climate change impacts (e.g. flooding, urban heat). Reliable integrated Planning Support Systems (PSS) are needed for strategic NBS implementation, an EU priority. In past decades, many PSS for NBS have emerged. However, standard validation procedures for PSS lack, which limits PSS credibility, uptake and hampers strategic NBS planning. While diverse model performance criteria and corresponding validation procedures have been proposed, no standard approach has been agreed on.My proposal, MOVE-NBS, aims to create such a standard: to build a framework of widely agreed holistic performance criteria and validation procedures for PSS. I have three objectives: 1) systematically enquiring expert preferences for model performance and validation; 2) empirically testing selected procedures; and 3) building a novel evaluation and validation framework for PSS. To advance current state-of-the-art, I propose an innovative approach: 1)  Multi-Criteria Decision Analysis (MCDA) with leading PSS and NBS experts from science and practice using online preference elicitation; 2) implementing validation procedures in four test cases of real-world NBS planning projects on three continents, using two PSS developed by myself and project partner; and 3) synthesising findings. Academic impact for PSS and the wider environmental modelling community formally capturing current high-level ideas about model performance and validation into standardised procedures, resulting from wide academic consensus. This will critically improve PSS credibility and comparability. For practice, impacts include improved interpretation
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 'Quantum geometry' (1998-2002), addressing dissemination and exploitation.

assistant: **Impact**

The purpose of the International Stefan Banach Mathematical Centre school/conference on Noncommutative Geometry and Quantum Groups" is twofold. The first aim is to provide an introduction and training in some of the mainstreams of geometry of noncommutative spaces and both algebraic and analytic theories of quantum groups by means of appropriate series of survey lectures.These survey lectures are designed to introduce the audience into the state-of-the-art of the following main research topics: Noncommutative Index Theory and Hopf Symmetry, Baum-Connes Conjecture Locally Compact Quantum Groups, Galois Type Extensions of Noncommutative Algebras.The second goal is to enable an efficient communication of most recent results and enhance the mutual understanding among researchers working on different but strongly related aspects of quantum geometry. The hope is to encourage people to undertake research in these advanced and rapidly growing areas of mathematics, and to achieve the synergetic effect of cross-fertilization by combining complementary fields of expertise.Modern mathematical research frequently runs across the classical division of mathematics into particular subjects. The afore-stated combination of topics brings together algebra, analysis, and differential geometry and K-theory techniques to address concrete mathematical problems, programmes and theories that were born in recent years. This bringing together of expertise ranging from pure algebra to functional analysis proves the particularly interdisciplinary character of this meeting. On the other hand, the well-focused programme of the school conference organizes this wide range of mathematical knowledge into coherent and manageable pieces."
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 'Motivic Mellin transforms and exponential sums through non-archimedean geometry' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

We aim to create a new and powerful theory of motivic integration which incorporates Mellin transforms. The absence of motivic Mellin transforms is a major drawback of the existing theories. Classical Mellin transforms are in essence Fourier transforms on the multiplicative group of local fields. We aim to apply this theory to study new motivic Poisson summation formulas, new transfer principles, and applications of these. All of this has so far only been studied in the presence of additive characters, and remains completely open for multiplicative characters. Understanding all this at a motivic level yields a uniform understanding when the local field varies and will require an approach using non-archimedean geometry. We will open up possibilities for applications via new transfer principles and will give access to motivic Poisson formulas of other groups than the additive group. For these applications it is important that Fubini Theorems are present at the level of the motivic integrals, which we aim to develop. We will overcome the major obstacle of the totally different nature of the dual group of the multiplicative group by a proposed sequence of germs of ideas by the author. The importance of our work on motivic Fourier transforms on the additive group is already widely recognized, and this proposal will complement it by exploring the new territory of motivic multiplicative characters. A final topic is the study of the highly non-understood exponential sums modulo powers of primes, in relation with Igusa's foundational work. We will try to discover a deeper understanding of the uniform behavior of these sums when the prime number varies. These sums are linked to geometrical concepts like the log-canonical threshold, and also to Poisson summation, after the work by
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 'Second-life Lithium-ion Battery Lifetime Extension through Self-healing Strategies', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The European Green Deal sets an ambitious goal of achieving climate neutrality by 2050, with lithium-ion batteries (LIBs) playing a pivotal role in enabling sustainable transportation and renewable energy integration. However, millions of LIBs are prematurely retired from electric vehicles (EVs) despite retaining up to 80% of their designed capacity, leading to substantial environmental and economic challenges. Leveraging emerging self-healing (SH) techniques that utilize intelligent pulse-based interventions, the BLESS project aims to unlock the untapped potential of second-life LIBs while ensuring safety and durability.To achieve this, BLESS will develop an integrated multi-timescale self-healing framework consisting of three core innovations: 1) Advanced multi-timescale state estimation, enabling rapid detection of lithium plating and capacity degradation by combining field-accessible pulse tests with machine learning; 2) Optimized pulse restoration strategies that designs adaptive pulse parameter profiles to respectively suppress lithium plating and recover lost capacity, ensuring safety and durability; 3) Joint optimization for lifetime extension, implementing a multi-objective dual-loop optimization framework to continuously regulate pulse parameters under uncertain operation conditions, enabling long-term safety and durability of second-life batteries.The methodologies will integrate electrochemistry, signal processing, machine learning, and optimization, delivering a validated experimental platform and novel algorithms. Dr. Shengyu Tao, as an MSCA fellow, will receive comprehensive interdisciplinary training at Chalmers University of Technology, combining theoretical modeling, AI-driven diagnostics, and real-world battery experiments. The outputs of 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: Describe the specific objectives and expected outcomes for 'Enabling LED Lighting within the Internet Of Things' in the context of a Horizon 2020 call.

assistant: **Objectives**

Rising electricity prices and mounting concerns about climate change are causing the global lighting market to shift toward energy-efficient light sources, including SSL. Globally, IHS estimates that LED products accounted for 42% of lighting revenues in 2015, or $16 billion. Solid-State Lighting (SSL) is now a mature technology that is rapidly climbing in share among the different commercial lighting technologies. However, the fact that SSL is approaching its theoretical roof on efficacy makes it necessary for research to focus on the rational use of energy through dedicated intelligent light engines governed by smart spaces, cities and societies. LEDMOTIVE has been working on a solution that meets the needs and to allow an increase in energy efficiency in the lighting industry. Our idea is based on a family of products that includes: a light source able to record, process and play back any light spectral fingerprint in real-time, regardless of whether it is natural, artificial, or custom-made for a particular application. Our products focus on professional lighting (research, art and health).The overall objective of the future Phase II ELLIOT project is to develop an ecosystem of interconnected and standardized products for the mass-market that allows for 44% of additional energy savings and quadruple payback compared to the latest LED.Our proposal heavily focused on wireless connectivity for emerging SSL lighting systems that are evolving quickly and are likely to experience dynamic growth over the coming decades, due to the paradigm shift brought by the Internet of ThingsThe IP background necessary for the project is provided though a family of 10 patents (priority patent is PCT/EP2011/050002).The LEDMOTIVE business model focuses particularly on the B2B model with 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: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Extreme nonlinear dynamics of driven superconductors'.

assistant: **Concept**

Due to very long energy relaxation times and strong non-linearities superconductors are the workhorse of many solid state quantum technologies. Previous studies have shown that a periodically excited superconductor can be taken to a new highly-nonlinear regime where quasiparticles perform synchronous collective Rabi oscillations. SUPERDYN will address all the challenges to observe these and similar highly nonlinear states in experiments. In particular, we will analyse thermalization process beyond a mean-field dynamics i.e. taking into account the effect of the environment, residual interactions and disorder. Results obtained with non-equilibrium diagrammatic techniques (Keldysh) will be validated comparing with computations within non-equilibrium dynamical mean-field theory (DMFT). Both the transient nonlinearities and the steady-state nonlinearities will be studied. In the latter case we expect typical effects of nonlinear quantum optics as induced transparency.  A microwave device will be designed to measure these effects. This will require developing beyond state-of-the-art software and techniques to treat quasiparticle excitations and low-energy plasma modes on an equal footing.  We will also develop a new variational method to obtain optimum driving protocols to obtain a desired transient superconducting state.  The project will benefit from the synergies with various experimental groups. Secondments in a leading DMFT  group and a leading experimental group developing quantum devices will complement the formation. The Experienced Researcher will be taken to a leadership position in the field of nonequilibrium superconductivity and solid-state quantum technologies with excellent future career prospects.


**Keywords:** out-of-equilibrium systems, dynamical systems,
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 'Complexity in Dynamical systems, Algebra, and Geometry' (CODAG).

assistant: **Innovation**

The overall goal of the project is to study relations between different measures of complexity of dynamical systems, fractal sets, and groups. The main objects of our interest are iterated monodromy groups (IMGs), which are self-similar groups naturally associated to certain dynamical systems, such as the iteration of a rational map on the Riemann sphere. IMGs provide a prominent bridge between dynamical systems and geometric group theory, and their study has been a vibrant topic in the last 20 years. In the project, we will focus on three aspects of this modern research. Subproject A: Decomposition theory of maps and groupsIn a recent work with collaborators, I established a novel decomposition theorem for rational maps based on the structure of their Julia sets. I aim to extend this result to the case of contracting self-similar groups, which will provide a new entry to the renowned Sullivan dictionary. I will also explore computational aspects of IMGs and implement the decomposition in the computer algebra system GAP.Subproject B: Algebraic properties of IMGsQuite unexpectedly, the IMGs of even very simple maps provide examples of groups with interesting properties that are exotic from the point of view of classical group theory. However, we still lack general theory that will unify these nice examples. The main objective in this research direction is to relate dynamical properties of maps to algebraic properties, such as growth and amenability, of the respective IMGs.Subproject C: Spectral properties of Schreier graphs of IMGThe study of the Laplacian spectrum and spectral measures occupies a significant place in the geometric group theory. Computations of spectra for the Schreier graphs of self-similar groups have recently been an active filed of research. Surprisi
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 'Photonic-chip based ultralow-noise microwaves' under Horizon Europe.

assistant: **Concept**

Microwave oscillators are essential for a variety of technologies, including mobile communications, radar, navigation, and data networks. However, current compact solutions, such as voltage-controlled oscillators, face fundamental noise limits. Although laboratory-scale optical approaches can achieve significantly improved performance, they often require bulky, power-hungry, and costly systems. pureWAVE aims to address this issue by implementing low-noise photonic oscillators on a scalable chip platform. If successful, pureWAVE will deliver chip-scale oscillators with phase noise two to three orders of magnitude lower than current solutions, enabling disruptive advances in mobility, communications, and data infrastructure.


**Keywords:** Low noise microwave, integrated photonics, photonic oscillator, frequency comb
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 'BrainPatch – Breakthrough non-invasive brain stimulation using AI'.

assistant: **Concept**

The World Health Organization reports that various types of neurological disorders affect millions of people around the world, including for example 24 million that suffer from Alzheimer’s disease. Having a relative or a loved one affected by disorders of the central nervous system is devastating as it can change their personality, emotions and actions, but for many of those diseases there are still no adequate treatments. Not to mention the burden on the health system.While most companies would focus on addressing a specific problem or a specific disease, BrainPatch approach aims to eventually address all the problems associated with boosting the brain functions, with alleviating the disorders and any diseases that are indirectly affected by it. Our core technology improves the effectiveness of the non-invasive brain stimulation and uses reinforcement machine learning algorithms for real-time optimisation. The technology entails simultaneous recording and stimulation of the brain signals using electrodes contacting the scalp. And the innovation is in adaptation of the stimulation protocol in real-time by using a machine learning algorithm in a closed loop. BrainPatch is a B2B platform for developing apps for non-invasive brain stimulation using AI. The business model relies on a community of AI developers developing and testing machine learning algorithms for real-time optimisation of stimulation protocol for each application for each individual. The technology will use blockchain-enabled infrastructure for ensuring secure records of efficacy, and for maximising safety and trust in the applications.The economics of BrainPatch’s business are highly compelling. Since the potential end-users of BrainPatch are people who need to improve the brain performance or people who
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 Sixth Framework proposal on 'Prader-Willi syndrom: a model linking gene expression, obesity and mental health'.

assistant: **Concept**

The aim of this project is an integrated multidisciplinary investigation of Prader-Willi Syndrome (PWS), a rare disorder associated with developmental delay, severe obesity and an elevated risk of psychotic illness. The project integrates molecular biolo gical studies and establishes the basis for an EU wide clinical study. Molecular biological and genetic studies will include the investigation of post-mortem hypothalamic tissue from people who had PWS, the development and study of different genetic mous e models of PWS, and strategies to characterise the PWS genotype. By establishing a standardised data base, specifically designed for PWS, it will enable the collection of clinical data across the EU in a manner that will allow, in the future, the invest igation of genetic and other influences on the development of people with PWS across all ages, thereby complementing the molecular biological studies that will identify the neurobiological mechanisms and signalling pathways that mediate between genotype and phenotype. The project will contribute to the understanding of early development and increase the comprehension of basic mechanisms responsible for obesity and severe psychotic illness in the general population. Given the high morbidity and mortality rate associated with having PWS, the project will provide the basis for clinical studies that will then establish a benchmark for early diagnosis as well as for best practice in the health and social care of people living with PWS. These findings will be disseminated through scientific and practice-based journals and in collaboration with the EU National PWS Associations who are partners in this study. We aim to develop a model for the multidisciplinary investigation of other rare disorders in the EU.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'SUBCOMPONENT SELF-ASSEMBLY AS A ROUTE TO NEW STRUCTURES AND MATERIALS' (SUBSA) targeting Seventh Framework.

assistant: **Abstract**

In the following proposal, we will investigate new means of creating complex structures and materials using subcomponent self-assembly. In the first part, we ask fundamental questions about how structural complexity, including topological complexity, may be created using self-assembly. In the second part, we propose to synthesize a series of metal-containing oligomeric and polymeric species. The properties of these oligomers will be studied, to see if the polymers generated using the same methodology might be of use as conductive molecular wires.