kth.sePublications
Change search
Link to record
Permanent link

Direct link
Gudmundsson, KjartanORCID iD iconorcid.org/0000-0003-0615-4505
Publications (10 of 56) Show all publications
Dervishaj, A. & Gudmundsson, K. (2025). Is Circular Construction the answer to concrete’s carbon footprint?. Stockholm: KTH Royal Institute of Technology
Open this publication in new window or tab >>Is Circular Construction the answer to concrete’s carbon footprint?
2025 (English)Other, Exhibition catalogue (Other academic) [Artistic work]
Abstract [en]

Buildings significantly contribute to climate change. Reusing structural components from buildings, particularly concrete—the most widely used construction material—offers a promising pathway within a Circular Economy to reduce this impact. However, demonstrating the feasibility of this approach and investigating supportive methods and tools is essential. Therefore, our research focuses on the reuse of precast concrete, aiming to reduce its carbon footprint and advance sustainable construction practices.

Place, publisher, year, pages
Stockholm: KTH Royal Institute of Technology, 2025. p. 1
Series
The Future of Sustainability Research
Keywords
concrete, carbonation, CO2 uptake, climate change, carbon footprint, embodied carbon, sustainability, GHG emissions, durability, reuse, design, buildings, LCA, digital workflows, reverse logistics, bibliometric analysis, VOSviewer, circular construction, circular economy
National Category
Architectural Engineering Building Technologies Construction Management Construction Management
Research subject
Architecture, Architectural Technology; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Materials; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Concrete Structures
Identifiers
urn:nbn:se:kth:diva-359369 (URN)
Projects
ReCreate project
Funder
EU, Horizon 2020, 958200
Note

QC 20250131

Available from: 2025-01-30 Created: 2025-01-30 Last updated: 2025-02-14Bibliographically approved
Jia, F., Fonsati, A. & Gudmundsson, K. (2025). Natural Language Communication with Sensor Data Through a LLM-Integrated Protocol: A Case Study. In: Francis, Adel; Miresco, Edmond; Melhado, Silvio (Ed.), Advances in Information Technology in Civil and Building Engineering: . Paper presented at The 20th conference of the International Society for Computing in Civil and Building Engineering, August 25-28, 2024, Montreal (pp. 64-75). Springer Nature, 629
Open this publication in new window or tab >>Natural Language Communication with Sensor Data Through a LLM-Integrated Protocol: A Case Study
2025 (English)In: Advances in Information Technology in Civil and Building Engineering / [ed] Francis, Adel; Miresco, Edmond; Melhado, Silvio, Springer Nature , 2025, Vol. 629, p. 64-75Conference paper, Published paper (Refereed)
Abstract [en]

The ability to share data can facilitate cooperation and decision making throughout the entire life cycle of buildings, from initial stages of planning, through design and construction, up to the management of assets and towards end of life and recycling or reuse. Accordingly, the different actors of the Construction industry can share data and functionalities across software platforms through automated processes. Such processes involve stakeholders with heterogeneous backgrounds; for this reason, it is of value to make data available to people without expert knowledge of specific programs or computer systems.

This study is concerned with digital protocols for automated capturing of real-time sensor data for the assessment of building performance. The research explores a Large Language Model (LLM) driven protocol for sensor data acquisition to evaluate building performance, leveraging the existing database where building data is stored. Using pre-written prompts which instruct how to carry out tasks in a step-by-step manner, the LLM can utilize pre-defined functions built upon API calls for communication with sensor data, including data acquisition, post-processing, and interpretation. The LLM receives instructions by the User using natural language. Initial tests underscore the protocol feasibility, highlighting its potential utility to improve the data communication of existing digital twins for individuals without professional expertise in building management. A case study exemplifies how human instructions in natural language trigger the LLM to invoke a request for indoor climate sensor data in a building.

The developed tool was tested by professionals working in the Construction industry and the Educational Sector to provide feedback on its practical application. This evaluation helped to identify weaknesses for future developments and proved the flexibility and adaptability of the method.

As advancements in Artificial Intelligence (AI), particularly in LLMs, continue to surge, there is anticipation for further refinements. This includes cost reduction, enhanced stability, and the integration of more advanced functionalities such as advanced data analysis using machine learning coded by LLM.

Place, publisher, year, edition, pages
Springer Nature, 2025
Keywords
Digital Twin (DT);Artificial Intelligence (AI); Natural Processing Language (NPL); Large Language Models (LLMs)
National Category
Architectural Engineering Computer Engineering Artificial Intelligence
Research subject
Civil and Architectural Engineering, Building Service and Energy Systems
Identifiers
urn:nbn:se:kth:diva-361909 (URN)10.1007/978-3-031-87364-5_6 (DOI)2-s2.0-105002399124 (Scopus ID)
Conference
The 20th conference of the International Society for Computing in Civil and Building Engineering, August 25-28, 2024, Montreal
Note

Part of proceedings ISBN 978-3-031-87363-8, 978-3-031-87364-5

QC 20250408

Available from: 2025-04-02 Created: 2025-04-02 Last updated: 2025-04-23Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2025). Parametric design workflow for solar, context-adaptive and reusable facades in changing urban environments. Journal of Building Performance Simulation, Taylor & Francis, 18(2), 161-190
Open this publication in new window or tab >>Parametric design workflow for solar, context-adaptive and reusable facades in changing urban environments
2025 (English)In: Journal of Building Performance Simulation, Taylor & Francis, ISSN 1940-1493, E-ISSN 1940-1507, Vol. 18, no 2, p. 161-190Article in journal (Refereed) Published
Abstract [en]

This study proposes a concept and workflow for solar, context-adaptive and reusable facades. Integrating solar control with parametric facade design, the workflow uses solar radiation to inform facade modules with variable openness or properties (e.g. frit cover), enabling envelopes to adapt to urban context changes while promoting circularity. The method was tested through simulations, assessing daylight, glare, energy and circularity in changing urban scenarios. A Solar Circularity Indicator (SCI) was introduced to track façade alterations and reuse. In the 100 m new obstruction scenario, 79% of facade modules were maintained, while 29% of altered modules were reused, yielding an 85% SCI. Sunlight Autonomy metrics aligned well with SCI. Re-design improved Spatial Daylight Autonomy by up to 4% with minimal energy increase (<1%). Our solution provided 2% more useful daylight (100–3000 lux) than glazed facades and 11% less glare. The workflow provides a framework for circular, performance-based designs that preserve aesthetics and adaptability.

Place, publisher, year, edition, pages
Informa UK Limited, 2025
Keywords
parametric design, computational design, digital workflow, envelope, facade, buildings, sunlight autonomy, daylighting, sunlight, daylight, facade design, engineering, design process, simulations, circularity, solar circularity indicator, circular economy, circular construction, reuse, climate change, changing urban environments, urban context, energy, glare, visual comfort, climate based daylight modelling, daylight factor, metrics, performance, densification, health, urbanization, cities, urban design, planning, EN 17037, adaptability, flexibility, circular facades, solar facades, adaptive facades, design for disassembly, prefabrication, shadings, solar gain control, solar control, design strategies, adaptation, key performance indicators, evolvability, algorithmic design
National Category
Architecture Humanities and the Arts Building Technologies Architectural Engineering Construction Management Construction Management Other Civil Engineering
Research subject
Architecture, Architectural Design; Architecture, Architectural Technology; Architecture; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Building Service and Energy Systems; Architecture, Urban Design; Architecture, History and Theory of Architecture; Planning and Decision Analysis, Strategies for sustainable development; Urban and Regional Planning
Identifiers
urn:nbn:se:kth:diva-357021 (URN)10.1080/19401493.2024.2432916 (DOI)001368149600001 ()2-s2.0-86000382132 (Scopus ID)
Note

QC 20250311

Available from: 2024-12-02 Created: 2024-12-02 Last updated: 2025-05-27Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2025). Sunlight Autonomy for Buildings: A New Methodology for Evaluating Sunlight Performance in Urban and Architectural Design. LEUKOS The Journal of the Illuminating Engineering Society of North America, 21(1), 34-64
Open this publication in new window or tab >>Sunlight Autonomy for Buildings: A New Methodology for Evaluating Sunlight Performance in Urban and Architectural Design
2025 (English)In: LEUKOS The Journal of the Illuminating Engineering Society of North America, ISSN 1550-2724, E-ISSN 1550-2716, Vol. 21, no 1, p. 34-64Article in journal (Refereed) Published
Abstract [en]

Due to urbanization and growing density in cities in the past century, metrics were introduced to assess daylight performance such as minimum sunlight hours and the daylight factor. The paper initially explores the shortcomings of early-stage daylight and sunlight evaluation methods. A novel methodology called Sunlight Autonomy (SA) is proposed for evaluating sunlight performance in buildings. The SA is based on the “Exposure to sunlight” criteria in EN 170307 “Daylight in Buildings,” where a computational method is used for the evaluation on a specified day. The SA concept expands the analysis temporally over the entire year, and spatially on building facades, leading to new metrics for a point of evaluation, and spatial metrics for buildings. The SA methodology is analyzed in a case study across four European cities. The SA metrics on facades between February 1st and March 21st, days in EN 17037, led to differences up to 63%. This revealed a significant shortcoming in EN 17037, relevant for Nordic regions. The differences of spatial metrics between March 21st and 50% of the year were within 5%, and up to 33% between February 1st and 75% of the year. The timestep affects the metrics and a window evaluation showed that the error of a 10-minute analysis was within 5% of daily insolation and 5 days for the annual SA. The potential of these metrics for urban planning and the architectural design process is examined. The interaction between SA and EN 17037, as well as other ongoing research developments, is discussed.

Place, publisher, year, edition, pages
Informa UK Limited, 2025
Keywords
sunlight autonomy, solar autonomy, daylight, sunlight, views, EN 17037, standards, urban planning, computational design, solar access, sun access, climate-based daylight modelling, dynamic sunlight metrics, annual daylight metrics, simulation, architectural design, regulations, Nordics, health, well-being
National Category
Architectural Engineering Building Technologies Construction Management
Research subject
Architecture; Architecture, Architectural Design; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Building Service and Energy Systems; Planning and Decision Analysis, Urban and Regional Studies; Physics, Optics and Photonics
Identifiers
urn:nbn:se:kth:diva-343837 (URN)10.1080/15502724.2023.2297967 (DOI)001147189300001 ()2-s2.0-85183048286 (Scopus ID)
Note

QC 20241220

Available from: 2024-02-26 Created: 2024-02-26 Last updated: 2025-02-14Bibliographically approved
Dervishaj, A., Malmqvist, T., Silfwerbrand, J. & Gudmundsson, K. (2024). A digital workflow for assessing lifespan, carbonation, and embodied carbon of reusing concrete in buildings. Journal of Building Engineering, 96, 1-23, Article ID 110536.
Open this publication in new window or tab >>A digital workflow for assessing lifespan, carbonation, and embodied carbon of reusing concrete in buildings
2024 (English)In: Journal of Building Engineering, E-ISSN 2352-7102, Vol. 96, p. 1-23, article id 110536Article in journal (Refereed) Published
Abstract [en]

Concrete is the most used construction material, accounting for 8% of global CO2 emissions. Various strategies aim to reduce concrete's embodied carbon, such as using supplementary cementitious materials, utilizing cleaner energy, and carbonation. However, a large potential lies in reusing concrete for new buildings in a Circular Economy, thereby closing material loops and avoiding CO2 emissions.

This study focuses on the reuse of precast concrete elements. We present a digital workflow for assessing reuse by predicting the remaining service life, estimating CO2 uptake by natural carbonation, and calculating the embodied carbon savings of concrete reuse. Both carbonation rates from EN 16757 and our investigation were applied to a case study building.

While EN 16757 rates suggest that most precast elements have reached the end of their service life, our assessment shows that these elements have a sufficient lifespan for reuse. Plaster and coverings significantly delay carbonation and extend service life. During the first service life following EN 16757, carbonation was 19,2 kg CO2/m3, whereas our prediction was 5,4 kg CO2/m3. Moreover, CO2 uptake during service life, including reuse, was less than 6% of the embodied carbon. The climate benefits of reuse greatly exceeded those of carbonation.

Furthermore, carbonation did not have a decisive influence when applying Cut-Off, Distributed, and End-of-Life allocations for assessing embodied carbon of re-used elements in subsequent life cycles. The digital workflow is useful in quickly assessing lifespan, carbonation, and embodied carbon of concrete. It can be leveraged as a decision-making tool when designing for reuse.

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
concrete, circular economy, carbonation, life cycle assessment, LCA, digital technologies, circular construction, reuse, design for reuse, sustainability, regeneration, sustainable buildings, sustainable construction, corrosion, service life, environmental impacts, IPCC, climate change, allocations, GHG emissions, embodied carbon, CO2 uptake
National Category
Building Technologies Architectural Engineering Construction Management Environmental Engineering Construction Management
Research subject
Architecture; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Materials; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering, Concrete Structures; Industrial Ecology; Civil and Architectural Engineering, Structural Engineering and Bridges
Identifiers
urn:nbn:se:kth:diva-353054 (URN)10.1016/j.jobe.2024.110536 (DOI)001304410400001 ()2-s2.0-85202299910 (Scopus ID)
Projects
ReCreate project
Funder
EU, Horizon Europe, 958200
Note

QC 20240911

Available from: 2024-09-11 Created: 2024-09-11 Last updated: 2025-02-14Bibliographically approved
Elshani, D., Dervishaj, A., Hernández, D., Gudmundsson, K., Staab, S. & Wortmann, T. (2024). An Ontology for the Reuse and Tracking of Prefabricated Building Components. In: Eva Blomqvist, Raúl García-Castro, Daniel Hernández, Pascal Hitzler, Mikael Lindecrantz, María Poveda-Villalón (Ed.), Proceedings - The 2nd International Workshop on Knowledge Graphs for Sustainability (KG4S 2024), Hersonissos, Greece, May 27th, 2024: colocated with the 21st Extended Semantic Web Conference (ESWC 2024). Paper presented at 2nd International Workshop on Knowledge Graphs for Sustainability, KG4S 2024, May 27, 2024, Hersonissos, Greece (pp. 53-64). RWTH Aachen University, 3753
Open this publication in new window or tab >>An Ontology for the Reuse and Tracking of Prefabricated Building Components
Show others...
2024 (English)In: Proceedings - The 2nd International Workshop on Knowledge Graphs for Sustainability (KG4S 2024), Hersonissos, Greece, May 27th, 2024: colocated with the 21st Extended Semantic Web Conference (ESWC 2024) / [ed] Eva Blomqvist, Raúl García-Castro, Daniel Hernández, Pascal Hitzler, Mikael Lindecrantz, María Poveda-Villalón, RWTH Aachen University , 2024, Vol. 3753, p. 53-64Conference paper, Published paper (Refereed)
Abstract [en]

Several assessment methodologies have been proposed to measure the environmental impact of buildings. However, these methodologies require processing data which is often not available or requires a high integration effort. In this paper, we propose an ontology to describe the use and reuse of prefabricated components in buildings. This ontology describes the relation between the physical object, the building component, with the digital object that represents the element in the building information model. We show that this ontology can be used to answer questions like which building components have been reused and which activities were involved in the life cycle of a building. 

Place, publisher, year, edition, pages
RWTH Aachen University, 2024
Series
CEUR Workshop Proceedings, ISSN 1613-0073
Keywords
component reuse, sustainability, precast concrete, circular economy, ontologies, asset tracking
National Category
Computer and Information Sciences Building Technologies
Research subject
Civil and Architectural Engineering; Civil and Architectural Engineering, Concrete Structures; Computer Science
Identifiers
urn:nbn:se:kth:diva-352823 (URN)2-s2.0-85204297371 (Scopus ID)
Conference
2nd International Workshop on Knowledge Graphs for Sustainability, KG4S 2024, May 27, 2024, Hersonissos, Greece
Note

This work was partially funded by the European Union’s Horizon 2020 research and innovationprogram, GA 958200 (ReCreate project); the Deutsche Forschungsgemeinschaft (DFG): Germany’s Excellence Strategy – EXC 2120/1, GA 390831618 (RP20); and the DFG: SPP 1921, GA318363223 (COFFEE project STA 572_15-2). 

QC 20240930

Available from: 2024-09-07 Created: 2024-09-07 Last updated: 2024-09-30Bibliographically approved
Fonsati, A., Gudmundsson, K. & Jia, F. (2024). Digital twin for educational purpose, the case study of the U-building at the KTH in Stockholm. MATEC Web of Conferences, 396, 01002
Open this publication in new window or tab >>Digital twin for educational purpose, the case study of the U-building at the KTH in Stockholm
2024 (English)In: MATEC Web of Conferences, E-ISSN 2261-236X, Vol. 396, p. 01002-Article in journal (Refereed) Published
Abstract [en]

Nowadays, the Digital Twin (DT) concept is one of the most talked-about topics in the building sector. Previous research has addressed both the definition of DT concept and the development of applications for specific purposes, such as facility and asset management, built environment performance monitoring etc. However, the specificity of such applications reduces both its replicability and understanding. This results in the spread of confusion when approaching such concepts. For this reason, this study explores how DTs can be effectively used for educational purposes. The methods used include the integration of several systems and tools, highlighting different approaches for data integration and capture. The proposed methodology was tested on a real case study, the U-building on the KTH Campus in Stockholm, which is equipped with a Building Management System (BMS). The building is used as a pilot in master courses to allow students to produce a first attempt of using a DT, by connecting real-time monitored data and digital objects. The results show how efficient data communication helps towards the organization and assimilation of complex concepts. Furthermore, the testing of several approaches proves the replicability and flexibility of the method within different environments and for several uses.

Place, publisher, year, edition, pages
EDP Sciences, 2024
National Category
Architectural Engineering
Identifiers
urn:nbn:se:kth:diva-347725 (URN)10.1051/matecconf/202439601002 (DOI)
Note

QC 20240614

Available from: 2024-06-13 Created: 2024-06-13 Last updated: 2025-02-18Bibliographically approved
Dervishaj, A., Gudmundsson, K. & Malmqvist, T. (2024). Digital workflow to support the reuse of precast concrete and estimate the climate benefit. In: International Conference on Challenges for the Next Generation Built Environment, 09/05/2024 - 10/05/2024, Bologna, Italy: . Paper presented at International Conference on Challenges for the Next Generation Built Environment (NEXTBUILT 2024), May 9-10, 2024, Bologna, Italy (pp. 1-10). Bologna: IOP Publishing, 1402, Article ID 012026.
Open this publication in new window or tab >>Digital workflow to support the reuse of precast concrete and estimate the climate benefit
2024 (English)In: International Conference on Challenges for the Next Generation Built Environment, 09/05/2024 - 10/05/2024, Bologna, Italy, Bologna: IOP Publishing , 2024, Vol. 1402, p. 1-10, article id 012026Conference paper, Published paper (Refereed)
Abstract [en]

Concrete production contributes to around 8-9% of global CO2 emissions. Reusing building components in a circular economy can contribute to closing material loops and lowering CO2 emissions. When reusing concrete elements, it is necessary to have effective methods for evaluating their reuse potential. In this study, a novel digital workflow is developed to support the reuse of precast concrete elements by evaluating their lifespan based on carbonation depth. The workflow relies on automated retrieval of material quantities and information from a digital model. This model is then coupled with environmental data on construction products and calculation methods for CO2 uptake in concrete by carbonation. The remaining service life of concrete elements was calculated for a case study. For reference, CO2 uptake during the first service life was estimated at 4973 kg CO2 or 4% of the embodied carbon. Hence, the potential benefits of reuse outweigh those of carbonation. The presented approach supports the decision-making process when evaluating the reuse potential for concrete elements. The digital workflow can help designers make quick decisions concerning the lifespan and carbon footprint of concrete. The digital tool can be extended in future work with more parameters to evaluate additional sustainability indicators.

Place, publisher, year, edition, pages
Bologna: IOP Publishing, 2024
Keywords
concrete, carbonation, CO2 uptake, reuse, LCA, BIM, computational methods, climate change, precast, buildings, Sweden, service life, lifespan, embodied carbon, GHG, greenhouse gas emissions, life cycle, circular economy, circular construction
National Category
Engineering and Technology Civil Engineering Architectural Engineering Building Technologies Construction Management Construction Management Architecture
Research subject
Architecture; Architecture, Architectural Technology; Civil and Architectural Engineering, Building Technology; Civil and Architectural Engineering; Civil and Architectural Engineering, Building Materials; Civil and Architectural Engineering, Concrete Structures
Identifiers
urn:nbn:se:kth:diva-354863 (URN)10.1088/1755-1315/1402/1/012026 (DOI)2-s2.0-85207486941 (Scopus ID)
Conference
International Conference on Challenges for the Next Generation Built Environment (NEXTBUILT 2024), May 9-10, 2024, Bologna, Italy
Projects
ReCreate project
Funder
EU, Horizon 2020, 958200
Note

QC 20241017

Available from: 2024-10-15 Created: 2024-10-15 Last updated: 2025-02-14Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2024). From LCA to circular design: A comparative study of digital tools for the built environment. Resources, Conservation and Recycling, 200, 1-19, Article ID 107291.
Open this publication in new window or tab >>From LCA to circular design: A comparative study of digital tools for the built environment
2024 (English)In: Resources, Conservation and Recycling, ISSN 0921-3449, E-ISSN 1879-0658, Vol. 200, p. 1-19, article id 107291Article in journal (Refereed) Published
Abstract [en]

This paper reviews digital tools for supporting the Circular Economy (CE) in the built environment. The study provides a bibliometric analysis and focuses on computer-aided design (CAD), building information modeling (BIM), and computational plugins that can be used by practitioners. While Life Cycle Assessment (LCA) is the primary methodology for evaluating buildings' environmental performance, the study identifies tools beyond LCA, including computational methods and circularity indicators, that can support the evaluation of circular design strategies. Our review highlights limitations in tools’ functionalities, including a lack of representative data for LCA and underdeveloped circularity indicators. The paper calls for further development of these tools in terms of interoperability aspects, integration of more sources of data for LCA and circularity, and possibilities for a comprehensive evaluation of design choices. Computational plugins offer greater flexibility, while BIM-LCA integrations have the potential to replace dedicated LCA software and spreadsheets. Additionally, the study identifies opportunities for novel digital methods, such as algorithms for circular design with various types of reused building elements, and sharing of digital twins and material passports. This research can inform future studies and support architects and engineers in their efforts to create a sustainable built environment.

Place, publisher, year, edition, pages
Elsevier BV, 2024
Keywords
building information modeling, BIM, LCA, life cycle assessment, circular economy, circular construction, bibliometric analysis, VOSviewer, algorithms, parametric design, computational design, circular design, circularity indicators, data, digitalisation, built environment, buildings, architectural design, sustainability
National Category
Environmental Engineering Civil Engineering Construction Management
Identifiers
urn:nbn:se:kth:diva-340334 (URN)10.1016/j.resconrec.2023.107291 (DOI)001113095300001 ()2-s2.0-85176947076 (Scopus ID)
Projects
ReCreate project (Horizon 2020 grant no. 958200)
Note

QC 20231204

Available from: 2023-12-04 Created: 2023-12-04 Last updated: 2025-02-14Bibliographically approved
Dervishaj, A. & Gudmundsson, K. (2023). Common Data Environment development for reuse. Stockholm
Open this publication in new window or tab >>Common Data Environment development for reuse
2023 (English)Report (Refereed)
Alternative title[en]
D3.1 Common Data Environment
Abstract [en]

The purpose of this deliverable is to develop a Common Data Environment (CDE) model as well as workflow solutions for the ReCreate project to effectively store, share, and exchange data related to precast concrete reuse across the project’s country clusters.

Place, publisher, year, edition, pages
Stockholm: , 2023
Keywords
common data environment, CDE, building information modelling, BIM, reuse, circular economy, circular construction, standards, ISO 19650, digital workflow, precast concrete
National Category
Engineering and Technology Civil Engineering Computer and Information Sciences
Research subject
Civil and Architectural Engineering; Civil and Architectural Engineering, Concrete Structures; Computer Science
Identifiers
urn:nbn:se:kth:diva-362337 (URN)
Projects
ReCreate project
Funder
EU, Horizon 2020, 958200
Note

QC 20250415

Available from: 2025-04-12 Created: 2025-04-12 Last updated: 2025-04-15Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-0615-4505

Search in DiVA

Show all publications