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Algebraic Theory of Information Quantities

Information theory is a discipline at the intersection of statistics, engineering and computer science. As the study of information quantities, such as compression or communication capacities, information content or measures of statistical dependency, it is one of the theoretical underpinnings of data science.

Computational problems in information theory are highly non-linear. The goal of this project is to transfer state-of-the-art methods of computational non-linear algebra to information theory, to study the inherent algebraic complexity of information-theoretical problems and to provide tools for solving them in practice. The algebraic point of view has proven to be fruitful in seemingly unrelated areas, as witnessed by a surge of recent work in algebraic statistics, in particular on likelihood geometry. However, maximizing the likelihood function is the same as minimizing relative entropy — a specific information quantity. Hence, this project also aims at generalizing the techniques developed in likelihood geometry.

One focus is on the practical computation of information quantities using numerical and differential algebraic geometry. Such quantities are defined via non-linear optimization problems and we aim to pinpoint the algebraic complexity of these problems in instances of general interest, such as common information measures. The final objective is finding fundamental laws and limits of data science imposed by non-linear inequalities constraining the entropic region. These inequalities provide, by duality, universal bounds for many of the optimization problems studied in information theory.

WHeelchair Activity Monitoring project (WHAM)

Wheelchair users (WCU) are three to five times more inactive than the general population, leading to a high risk of developing preventable secondary conditions. Although physical activity (PA) guidelines have been specifically developed for WCU, we lack systematic approaches to implement them in practice, as well as valid algorithms to monitor PA change in WCU through sensor-based solutions. Accordingly, the overall scientific aim of the WHeelchair Activity Monitoring project (WHAM) is to advance PA research and practice in WCU by developing valid digital markers for monitoring of and providing feedback on PA, paving the way for implementation and intervention. I will accomplish this through combining the complementary research fields of 1) behavioural intervention studies focusing on increasing PA in WCU (core competence University of British Columbia, UBC; outgoing phase) and 2) sensor-based PA monitoring (core competence Norwegian University of Science and Technology, NTNU; returning phase – consolidated by non-academic placement at Maastricht Instruments, which develop research prototypes including PA monitors). WHAM’s scientific aim is achieved through three objectives: 1) Measure the effect of a pragmatic exercise intervention trial on self-reported physical activity levels and cardio-respiratory fitness, 2) Develop valid algorithms for tracking PA markers in WCU, and 3) Co-create a framework that outlines how PA can be conjointly monitored and provided feedback on in WCU. This fellowship will enable me to become established as an internationally recognized researcher in the field of “physical activity and disability”, while bringing together ongoing national disjointed research activities in this field. Altogether, my overall ambition is to contribute to reducing inequalities in daily-life participation among WCU compared to the rest of the population.

EOSC Beyond: advancing innovation and collaboration for research

EOSC Beyond overall objective is to advance Open Science and innovation in research in the context of the European Open Science Cloud (EOSC) by providing new EOSC Core capabilities allowing scientific applications to find, compose and access multiple Open Science resources and offer them as integrated capabilities to researchers. To do so, EOSC Beyond supports a new concept of EOSC: a federated and integrated network of Nodes operated at different levels, national, regional, international and thematic, to serve the specific scientific missions of their stakeholders. Further specific objectives of the project are to accelerate ‘time to product’ of new scientific applications with software adapters, enable Open Science with machine composability and dynamic deployment of shared resources, support innovation in EOSC with a testing and integration environment, and align the EOSC Core architecture and specifications to integrate with European dataspaces. The project extends the state of the art of the EOSC Core and adopts a co-design methodology, including requirements elicitation, software development and validation in collaboration with different use cases from EOSC national and regional initiatives (e-Infra CZ, Czechia, NFDI, Germany, and NI4OS, South East Europe region), thematic research infrastructures from Social Sciences and Humanities (CESSDA), Life Sciences (CNB-CSIC and Instruct-ERIC), Environmental Science (ENES and LifeWatch), and Health and Food (METROFood-RI). EOSC Beyond builds on the capacities of prospective EOSC Nodes and partners with multi-annual experience in developing solutions for large-scale federated digital infrastructures and aligns with the technical architecture and requirements of data spaces from different business sectors. Ultimately, EOSC Beyond supports Open Science in modern, data-intensive, and multidisciplinary research, facilitating resource discovery, access, and reuse across scientific communities, organisations, and countries.


Harmonization of Advanced Materials Ecosystems serving strategic Innovation Markets to pave the way to a Digital Materials & Product Passport

The overarching objective of DigiPass is to enhance the digital maturity of the European communities that develop materials and intermediate products. The project will develop recommendations and clear routes toward digitalized circular business models. The overarching key result of DigiPass is to create a sustainable platform which includes support for Digital Materials & Product Passport and for collaborative innovation-by-design processes in a circular economy served by advanced materials. A business model for operating such a platform completes the overarching objective.
DigiPass is harmonizing and synergizing collected materials data sources and digital infrastructures. This will enable interoperability of data exchange, and standardization of advanced materials knowledge representation at all maturity levels. Accelerating the design, development, and production of advanced, safe, and sustainable chemicals and materials, as they are necessary for innovative products, calls for a collaborative approach involving different stakeholders to support durability, repair and overhaul, reuse, and recyclability of products. DigiPass project impacts all materials development communities over the whole circular value chain. 


Enhanced X(cross)-disciplinary Community-driven Imaging Technologies for Earth and Environmental material research

The EXCITE² Network is revolutionizing Earth and environmental material science research by consolidating a critical mass of 18 research facilities in 12 European and associated partner countries into a unified infrastructure and providing transnational access to advanced imaging technologies. This enables scientists to decipher complex processes within Earth materials at scales from nanometres to hundreds of centimetres, gaining unparalleled insight into the chemical and physical processes that govern, among others, environmental toxicity and its impact on human health, critical metal extraction for renewable energies, and the utilisation of Earth materials as long-term storage for climate-altering gases. The consortium fosters knowledge-sharing and talent attraction, bolstering the problem-solving capacity of the European Research Area. Moreover, EXCITE² is driving interdisciplinary collaboration and cross-fertilisation across academic institutions, scientific disciplines, and industry, propelling Europe towards a sustainable future. The initiative offers dedicated training programmes to a new generation of researchers within the European open science landscape, paired with access to world-class imaging facilities and expertise for problem-solving research and innovation. EXCITE² is introducing innovative service developments, such as artificial intelligence and leading-edge imaging experiments, to increase the user's problem-solving capacity. In addition, the consortium is implementing customised project valorisation strategies to maximize the impact of research outcomes in academia, society, and the economy. Citizen science projects allow the public to participate directly within the EXCITE² Network, contributing to solving EU challenges. As such, EXCITE² is paving the way towards a sustainable future, driving scientific excellence, and creating positive societal impact.

Engineering carbon quantum dots for zinc ion hybrid capacitors

Zinc ion hybrid capacitors (ZIHCs) integrate two energy storage mechanisms of battery-type electrode and capacitive electrode, bearing the advantages in energy density, power density, and safety. Until now, the cycle retention rate of ZIHC's capacity reported is still not more than 80%, restricting its development and commercial application severely. Focusing on the issue, the project aims at overcoming the limitation of traditional electrode materials and re-defining the designing concept to construct Carbon Quantum Dots (C-QDs) for ZIHCs. Advanced methods will be used to harvest carbon quantum dots from coal tar pitch (a sort of industrial solid castoff). The bulk sp2-carbon network, innumerable edge sites, profuse surface functional groups, and regular size ensures that as-synthesis C-QDs have high electrical conductivity, sufficient ion transport channels and rich adsorption sites. Moreover, the new concept of dynamic evolution is introduced for insight into the structure and interface failure of ZIHC's electrode. The interface-reconstruction mechanism and the attenuation model of capacity will be established for the first time. Further, the methods to strengthen structures of C-QD electrode will be developed based on a trade-off strategy. The ultimate goal is to improve the energy storage efficiency of ZIHCs by 20% and to increase their cycle performance more than 95% unprecedentedly. This research will develop long-running high performance ZIHCs, for contributing European energy storage industry. The ER will achieve abundant research experience and scientific skills from the project and the capability to launch her own research group in future.

IMProving User experience, Long-term sustainability and Services of EU-OPENSCREEN

EU-OPENSCREEN (EU-OS), the distributed European Research Infrastructure for Chemical Biology and early drug discovery, provides world-class services in high-throughput compound screening and medicinal chemistry to users from academia and industry. As one of the largest open-access initiative globally, EU-OPENSCREEN plays an increasingly important role in facilitating early stage drug discovery in Europe. It recently integrated fragment-based drug discovery and chemoproteomics as two new services, but the increasing complexity of modern drug discovery projects requires an even more comprehensive portfolio and integration of emerging technologies. To ensure that EU-OS continues to offer a comprehensive suite of relevant services and support a growing user community to conduct forefront research, IMPULSE will develop, validate and integrate new services in AI/ML, new chemical modalities, and innovative disease-relevant cell models combined with CRISPR-Cas9/RNAi-based genetic screening. IMPULSE will work towards the implementation of common operational and data standards to increase data reproducibility and FAIRness. Bespoke outreach and training activities will raise awareness among key user groups of its new services and advance operational excellence and reproducibility in pre-clinical drug discovery. New models for pre-competitive drug discovery with industry or charities, and growing ERIC member community will reinforce the sustainability and accessibility of EU-OPENSCREEN.

Aqua Research Infrastructure Services for the health and protection of our unique, oceans, seas and freshwater ecosystems

AQUARIUS will provide a highly comprehensive suite of integrated research infrastructures appropriate to addressing significant challenges for the long-term sustainability of our unique oceans, seas and freshwater ecosystems. For the first time, diverse research infrastructures will be combined to facilitate the work of researchers and key stakeholders focused on challenges and opportunities for both marine and freshwater systems. An impressive range of 57 research infrastructure services will be made available to include research vessels, mobile marine observation platforms, aircraft,  drones, satellite, sensors, fixed freshwater and marine observatories and test sites, experimental facilities, and sophisticated data infrastructures. AQUARIUS will support the development phase of the EU Mission to Restore our Ocean and waters by 2030, the Sustainable Blue Economy Partnership, the European Green Deal, and international climate initiatives. It will also be an essential component in achieving the European Digital Twin of the Ocean and the UN Decade for Ocean Sciences. The needs of researchers will be met through a robust and transparent system of transnational access funding Calls, facilitated by centralised user-friendly access portal. The Call programme will be informed through stakeholder engagement and brokerage events. Projects to be selected for Access must convincingly integrate multiple infrastructures and contribute to the core policy objectives of Mission Ocean, that is, to protect and restore marine and freshwater ecosystems and biodiversity; to prevent and eliminate pollution of our oceans, seas and waters; and to ensure a sustainable, carbon-neutral and circular blue economy. A thematic and geographic focus will be the hallmark of the proposed transnational Calls, aligning with the Lighthouse Regions, that is, the Baltic and the North Sea Basins, Black Sea, Atlantic/Arctic, and Mediterranean Sea along with their associated rivers.

EOSC-ENTRUST: A European Network of TRUSTed research environments

The mission of EOSC-ENTRUST is to create a European network of trusted research environments for sensitive data and to drive European interoperability by joint development of a common blueprint for federated data access and analysis. 
Countries and institutions have made significant investments in secure and trusted data environments to meet the need for research and policy-driven analysis of sensitive datasets such as people's health and socio-economic status, the habitats of vulnerable species and geo-spatial locations of protected sites. There are now a large number of such secure environments in operation - linked to national centres, individual organisations or specific research communities. This fragmented landscape poses challenges for both users and providers: researchers are faced with a large number of different systems and access procedures; providers need to manage federated access across multiple, potentially incompatible, technology and governance frameworks.
EOSC-ENTRUST brings together providers of operational Trusted Research Environments from 15 European countries with a shared goal to implement, validate and promote their capabilities through a common European framework using shared standards and common legal, operational and technical language. This blueprint for interoperability is anchored in the EOSC Interoperability Framework spanning the four dimensions of Legal, Organisational, Technical and Semantic interoperability. EOSC-ENTRUST has identified four driver projects covering Genomics, Clinical trials, Social science, and public-private partnerships to benchmark capabilities, inform blueprint design and demonstrate secure  data analysis using federated workflows.
Targeted outreach activities will expand this open network with further providers and develop policy papers and guidelines for the full range of stakeholders to create a long-term operational TRE framework within the European Open Science Cloud.


Providing research infrastructure services to support Next Generation EU

This four-year project will harness outputs from key social science RIs in Europe and other reliable sources to support the aims of the ‘Next Generation EU’ programme and to inform EU youth policy. Virtual access will be provided to the outputs through special installations (portals) developed during the project. The core of the proposal is a set of existing research ‘services’, which will be re-purposed and customised to focus directly on the five themes: Make it Green; Make it Digital; Make it Healthy; Make it Strong; and Make it Equal. 

For each area, the consortium will work collaboratively to produce seven sets of resources:

i)	A searchable inventory of relevant variables drawn from multiple cross-national datasets; 

ii)	Analytical summaries, suitable for policy makers and analysts new to the field, as well as interactive resources available through the project portal;

iii)	Harmonised and merged extracts from these datasets that reduce the burden on analysts and increase sample sizes;

iv)	New data collected through the ESS’s established CRONOS web panel infrastructure. Eleven countries will field five waves of the panel, each one dedicated to a NextGenEU theme. Free and rapid access to the data will be available through the CRONOS portal alongside analytical summaries;

v)	In-person and virtual deliberative forums with young people (aged 18-34) in four countries covering the five Next Generation EU’ themes;

vi)	An educational tool (E-NextGen) channelling our data for use in classrooms and by the general public;

vii)	Comprehensive training materials related to all project outputs.


Koblet fluid- og faststoffdynamikk som driver for sterkt lokaliserte brudd i geomaterialer

Midlene fra FRIPRO-Fri prosjektstøtte fordelt på år

Midlene fra FRIPRO-Fri prosjektstøtte fordelt på fylker

Midlene fra FRIPRO-Fri prosjektstøtte fordelt på fagområde

Forsker

Jordskjelv, isbrekollapser, jordras og steinskred; mange ulike naturkatastrofer innledes av et brudd som forplanter seg gjennom steinmasse eller sediment. I UNLOC vil vi utforske de fysiske fellestrekkene ved opphavet til disse ulike naturkatastrofene og beskrive de grunnleggende prosessene som styrer forplantningen av brudd i geomaterialer. Kompleksiteten i geomaterialer har sitt utspring i den faste mikrostrukturen, som enten kan være sammenhengende, oppsprukket eller granulær, og fluidene (for eksempel vann og luft) som fyller porene i materialet. Som i et sandslott, kontrollerer mengden væske, og trykket i den, den mekaniske styrken og oppførselen til materialet. Når materialet svikter, blir denne koblingen svært intrikat siden det raskt deformerende faststoffet vekselvirker med den dynamiske strømningen av fluider gjennom porene.

I UNLOC vil vi få unik eksperimentell innsikt i de mekaniske betingelsene for brudd, først i et idealisert porøst materiale og deretter i naturlig stein og sand som vil bli avbildet med høy oppløsning av en kraftig røntgenskanner ved det Europeiske synkrotronstråleanlegget. Parallelt med det eksperimentelle arbeidet vil vi utvikle numeriske og teoretiske modeller for å simulere og forklare forplantningen av brudd ved oppstarten av katastrofiske hendelser i geomaterialer.

I lys av de globale klimaendringene blir det stadig viktigere å vurdere risikoene knyttet til den raske endringen av alpine og polare miljøer. I UNLOC vil vi utvikle allsidige modeller og simuleringsverktøy og gjøre dem åpent tilgjengelige for fremtidige forskningsprosjekter. Gjennom prosjektet vil vi samarbeide med en kunstner for å vise frem hovedfunnene og -utfordringene for et bredt publikum.

The propagation of highly-localized ruptures precedes various kinds of catastrophic failures in geomaterials. Examples include landslides, rockfalls, glacier surges and earthquakes. Quantitative predictions of these processes remain elusive and challenging because material failure stems from highly-localized shear bands that focus deformation down to the pore scale. In UNLOC, we will perform ground-breaking basic research to simulate and image the highly-localized micro-mechanical processes that cause the rapid failure of geomaterials. The UNLOC team will develop and release a multi-scale theoretical and numerical framework capable of bridging the gap between these two relevant length scales. The development and validation of the developed models will be conducted hand-in-hand with two experimental campaigns. The first one will image the localized deformation of dry and wet natural rocks and sands using synchrotron X-ray microtomography, and the second one will image and quantify dynamic fluid flow in a rapidly opening cavity. UNLOC will bring new insights into the universal micro-mechanical mechanisms that cause failure in geomaterials and improve knowledge on the role of pore fluid in those processes. Our overarching goal is to establish a firm theoretical and numerical framework that can be readily adapted to the diversity of systems prone to develop localized failures.

Uncovering the coupled fluid and solid dynamics driving highly-localized rupture in geomaterials (UNLOC)

Robotic and autonomous systems largely rely on the complex and often distributed and hierarchical control systems that have to ensure the main functionalities with a flexible and safe operation. The classical automatic feedback controllers continue to experience the new challenges coming from an increasing complexity in dynamic behavior of the systems to be controlled on the one hand, and from the digitalization and associated transformations of data, their spatial distribution and communication time delays, on the other hand. PID (Proportional-Integral-Derivative) type controllers remain further the most used in industrial applications, including robotics, also due to their ease of understanding, integration, and tuning in both the time and frequency domains, while several performance limitations and shortcomings of PID controllers are known in academia. A scientific target of the project is to propose the advanced nonlinear control methods which would be, however, equivalent to the widely accepted standard linear controls (such as PID) in terms of the structure and simplicity of implementation. To reach the individual project goals and increase researcher mobility between the participating Institutions, the project will implement several practical measures and further strengthen the academic relationship between the research groups at UiA in Norway and INRIA Lille in France. This includes also promoting and facilitating the academic exchange of young researchers involved in the project through their participation in the seminars, short-term visits, and other forms of scientific communication. Synergies expected from the complementary competencies will also increase the visibility of both groups on national level and within the international communities of control and systems engineering. The project activities aim of establishing basis and elaborated portfolio of preliminary works for further collaboration in the frame of Horizon Europe or other funding programs.

Equivalent nonlinear control methods for digitalization in robotics and autonomous systems

Non-minimum phase systems are relevant class of dynamic systems with unstable internal dynamics. For such systems, even though the complementary external dynamics are stabilized by state-feedback control, internal states may still converge slowly or even diverge. Focusing on linear systems, transfer functions of non-minimum phase systems show zeros in the positive complex half-plane. It is known that if there is an odd number of real-valued positive zeros in the transfer function, then the associated step response shows at least one undershoot which is more pronounced the more such zero is closer to the imaginary axis. This performance impairment cannot be easily counteracted by classical compensators as unstable pole/zero cancellation would internally destabilize the entire control loop. Thus, customary controller designs accept a lower performance. In past common research, the involved PIs found a feasible pole/zero cancellation technique that compensates some fractional-order minimum phase components of the numerator polynomial. Such action will still render the control loop internally stable. Since this approach is entirely novel, there is a number of open questions that shall be addressed and answered in the solicited project. The main scope of the collaborative research encompasses the analysis of system dynamics, the compensator design for the non-minimum phase systems, and its application in case studies. In order to reach the individual project targets, the project will implement several practical measures and further strengthen the academic relationship between the research groups at UiA in Norway and TU-Ilmenau in Germany. Synergies expected from the complementary cooperative research will increase visibility of both groups on national level and within the international communities of control and systems engineering. It will also contribute to an enhanced education quality of the master and doctoral students, and postdoc experience at both institutions.

New Compensators for Non-Minimum Phase Systems

Fractional-order systems are dynamic systems the mathematical description of which, and thus modelling, comprises fractional differential equations, that is, contains derivatives of non-integer order. Such fractional-order systems already proved useful in studying the various nonlinear, and even anomalous, behaviours in biology, material science, electrochemistry, and others. For instance, typical dynamic phenomena, calling for derivatives and integrals of fractional orders, can be of a chaotic, creeping, viscoelastic, and memory-containing type. So far both - the modelling and identification of physical plants to be controlled and the control systems to be designed and implemented - experienced limited benefits from the fractional-order systems theory, although the associated mathematical body has already reached certain maturity. The main scope for our collaborative research encompasses the analysis of the dynamics, including modelling and identification, and control design for the fractional-order systems with potential real-world examples. For reaching individual project targets and to comply with the overall program objectives, the solicited project will implement different practical measures and strengthen the academic relationship between the research groups at TUIlm (Technische Universität Ilmenau) in Germany and UIA (Universitetet i Agder) in Norway. The synergies expected from the complementary cooperative research work will increase visibility of both groups on national level and within the large international communities of control and systems engineering. It will also contribute to an enhanced education quality of the master and doctoral students at both institutions. The case studies on the fractional-order systems in control and mechatronic applications can also attract attention of various maritime, offshore, and construction industries, which are essential for the East- and West-Agder regions in Norway and local Thuringian industry in Germany.

0 projects

IS-AUR-Samarb.progr. Norge Frankrike

Equivalent nonlinear control methods for digitalization in robotics and autonomous systems

Awarded: NOK 0.10 mill.

Project Period: 2023-2024

Location: Agder

IS-DAAD-Forskerutveksl. Norge-Tyskland

New Compensators for Non-Minimum Phase Systems

Awarded: NOK 60,000

Project Period: 2021-2022

Location: Agder

IS-DAAD-Forskerutveksl. Norge-Tyskland

Dynamics and Control of Fractional-Order Systems

Awarded: NOK 0.12 mill.

Project Period: 2019-2020

Location: Agder