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"Opossum", "user" : "intcdc", "description" : "", "date" : "2026-02-20 15:13:17", "changeDate" : "2026-02-20 15:13:17", "count" : 2, "pub-type": "dataset", "publisher":"DaRUS", "year": "2026", "url": "https://doi.org/10.18419/DARUS-5685", "author": [ "Max Benjamin Zorn","Robin Paule","Zuardin Akbar","Thomas Wortmann" ], "authors": [ {"first" : "Max Benjamin", "last" : "Zorn"}, {"first" : "Robin", "last" : "Paule"}, {"first" : "Zuardin", "last" : "Akbar"}, {"first" : "Thomas", "last" : "Wortmann"} ], "version" : "V1", "doi" : "10.18419/DARUS-5685", "bibtexKey": "DARUS-5685_2026" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/26ef6ea1af73b504c4f72f331f0ebb7a3/intcdc", "tags" : [ "data","rp21" ], "intraHash" : "6ef6ea1af73b504c4f72f331f0ebb7a3", "interHash" : "555055bf7631a2fc9383bd1bcce32c76", "label" : "Twico Control Engine", "user" : "intcdc", "description" : "", "date" : "2026-01-23 13:59:06", "changeDate" : "2026-01-23 13:59:06", "count" : 2, "pub-type": "dataset", "publisher":"DaRUS", "year": "2026", "url": "https://doi.org/10.18419/DARUS-5649", "author": [ "Lior Skoury","Thomas Wortmann" ], "authors": [ {"first" : "Lior", "last" : "Skoury"}, {"first" : "Thomas", "last" : "Wortmann"} ], "version" : "V1", "doi" : "10.18419/DARUS-5649", "bibtexKey": "DARUS-5649_2026" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/23e5e5052601eb9fa54fff1c439c5b097/mohannazadeh", "tags" : [ "data","density","learning","machine","probabilistic" ], "intraHash" : "3e5e5052601eb9fa54fff1c439c5b097", "interHash" : "fa2f104baa9aeeb4d3925945dac14034", "label" : "Appropriate data density models in probabilistic machine learning approaches for data analysis", "user" : "mohannazadeh", "description" : "", "date" : "2026-01-21 10:36:02", "changeDate" : "2026-01-21 10:36:02", "count" : 3, "pub-type": "inproceedings", "booktitle": "International Conference on Artificial Intelligence and Soft Computing", "year": "2019", "url": "", "author": [ "Thomas Villmann","Marika Kaden","Mehrdad Mohannazadeh Bakhtiari","Andrea Villmann" ], "authors": [ {"first" : "Thomas", "last" : "Villmann"}, {"first" : "Marika", "last" : "Kaden"}, {"first" : "Mehrdad", "last" : "Mohannazadeh Bakhtiari"}, {"first" : "Andrea", "last" : "Villmann"} ], "pages": "443--454", "bibtexKey": "villmann2019appropriate" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/29727b5b393a2f25749553327a6e8f3f2/delshani", "tags" : [ "ai","data","icd","intcdc","myown","rp20" ], "intraHash" : "9727b5b393a2f25749553327a6e8f3f2", "interHash" : "14cb5201a41ed8fc7cd97eb2549869c7", "label" : "BHoM to bhOWL converter", "user" : "delshani", "description" : "Official DaRUS dataset release of the BHoM to bhOWL converter (DOI: 10.18419/DARUS-3364).\r\n", "date" : "2026-01-16 19:03:51", "changeDate" : "2026-01-16 19:04:53", "count" : 6, "pub-type": "dataset", "publisher":"DaRUS", "year": "2023", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/darus-3364", "author": [ "Diellza Elshani","Alessio Lombardi","Daniel Hernández","Steffen Staab","Al Fisher","Thomas Wortmann" ], "authors": [ {"first" : "Diellza", "last" : "Elshani"}, {"first" : "Alessio", "last" : "Lombardi"}, {"first" : "Daniel", "last" : "Hernández"}, {"first" : "Steffen", "last" : "Staab"}, {"first" : "Al", "last" : "Fisher"}, {"first" : "Thomas", "last" : "Wortmann"} ], "abstract": "The dataset is the release version v2.0.0 of the BHoM to bhOWL converter, which helps convert BHoM data to a knowledge graph in any software BHoM supports. BHoM (The Buildings and Habitats object Model) is collaborative framework that runs within several AEC design software, which helps to represent data in a object oriented database model. OWL (Web Ontology Language) provides a standardized and expressive language for representing knowledge and relationships within a domain. It allows for the creation of ontologies, which are formal descriptions of the concepts and relationships within a domain. Additionally, OWL can support reasoning and inference over ontologies, allowing for automated reasoning about the relationships between different concepts and data elements. This can be particularly useful in identifying inconsistencies or gaps in data, or in suggesting additional data sources or mappings that may be needed to support integration efforts.Our BHoM to bhOWL converter is developed as an extension to BHoM framework, and runs within any software that BHoM supports (eg. Grasshopper 3D, Excel, etc.) The dataset contains also example Grasshopper 3D files that exemplify the process of converting BHoM data to bhOWL.", "doi" : "10.18419/DARUS-3364", "bibtexKey": "elshani2023bhowl" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/287ac90bc8599643677391f82c19fd400/icd", "tags" : [ "ai","data" ], "intraHash" : "87ac90bc8599643677391f82c19fd400", "interHash" : "cda59123d13c68da008b3c417350adf4", "label" : "Linked RDF graphs of an architectural and structural representation of a timber structure", "user" : "icd", "description" : "", "date" : "2026-01-16 19:00:26", "changeDate" : "2026-01-16 19:00:50", "count" : 4, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-4360", "author": [ "Diellza Elshani","Alessio Lombardi","Daniel Hernández","Steffen Staab","Al Fisher","Thomas Wortmann" ], "authors": [ {"first" : "Diellza", "last" : "Elshani"}, {"first" : "Alessio", "last" : "Lombardi"}, {"first" : "Daniel", "last" : "Hernández"}, {"first" : "Steffen", "last" : "Staab"}, {"first" : "Al", "last" : "Fisher"}, {"first" : "Thomas", "last" : "Wortmann"} ], "doi" : "10.18419/DARUS-4360", "bibtexKey": "elshani2025linked" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/287ac90bc8599643677391f82c19fd400/delshani", "tags" : [ "ai","data","icd","intcdc","myown","rp20" ], "intraHash" : "87ac90bc8599643677391f82c19fd400", "interHash" : "cda59123d13c68da008b3c417350adf4", "label" : "Linked RDF graphs of an architectural and structural representation of a timber structure", "user" : "delshani", "description" : "", "date" : "2026-01-16 18:59:54", "changeDate" : "2026-01-16 19:00:50", "count" : 4, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-4360", "author": [ "Diellza Elshani","Alessio Lombardi","Daniel Hernández","Steffen Staab","Al Fisher","Thomas Wortmann" ], "authors": [ {"first" : "Diellza", "last" : "Elshani"}, {"first" : "Alessio", "last" : "Lombardi"}, {"first" : "Daniel", "last" : "Hernández"}, {"first" : "Steffen", "last" : "Staab"}, {"first" : "Al", "last" : "Fisher"}, {"first" : "Thomas", "last" : "Wortmann"} ], "doi" : "10.18419/DARUS-4360", "bibtexKey": "elshani2025linked" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/2cc8b3bb916c2405e8c29983cabcac4bb/icd", "tags" : [ "ai","data" ], "intraHash" : "cc8b3bb916c2405e8c29983cabcac4bb", "interHash" : "e78003337d415fc06b21888df8e0392a", "label" : "Dataset for geof3D: 3D SPARQL Geometry Functions, Test Artefacts, Queries, and Evaluation Results", "user" : "icd", "description" : "This dataset accompanies the paper \u201Cgeof3D: SPARQL Geometrical Functions for Co-Designing Buildings\u201D and contains all resources required to reproduce the experiments, evaluations, and use cases presented in the work. It includes the full set of SPARQL extension functions used for 3D geometric operations, a collection of 3D geometries in Well-Known Text format used as input data, the SPARQL queries applied in the Low-Carbon Residential Lighthouse co-design use case, and the evaluation results generated from performance and correctness testing. Together, these components provide complete support for reproducing the workflows, validation steps, and analytical results described in the publication, enabling further research in semantic spatial computation and multi-disciplinary co-design.", "date" : "2026-01-16 18:58:09", "changeDate" : "2026-01-16 18:58:52", "count" : 2, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://doi.org/10.18419/DARUS-5535", "author": [ "Diellza Elshani","Daniel Hernández","Ali Nakhaee","Victor Anthony Arrascue Ayala","Steffen Staab","Thomas Wortmann" ], "authors": [ {"first" : "Diellza", "last" : "Elshani"}, {"first" : "Daniel", "last" : "Hernández"}, {"first" : "Ali", "last" : "Nakhaee"}, {"first" : "Victor Anthony", "last" : "Arrascue Ayala"}, {"first" : "Steffen", "last" : "Staab"}, {"first" : "Thomas", "last" : "Wortmann"} ], "doi" : "10.18419/DARUS-5535", "bibtexKey": "https://doi.org/10.18419/darus-5535" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/2cc8b3bb916c2405e8c29983cabcac4bb/delshani", "tags" : [ "ai","data","icd","myown","rp20" ], "intraHash" : "cc8b3bb916c2405e8c29983cabcac4bb", "interHash" : "e78003337d415fc06b21888df8e0392a", "label" : "Dataset for geof3D: 3D SPARQL Geometry Functions, Test Artefacts, Queries, and Evaluation Results", "user" : "delshani", "description" : "This dataset accompanies the paper \u201Cgeof3D: SPARQL Geometrical Functions for Co-Designing Buildings\u201D and contains all resources required to reproduce the experiments, evaluations, and use cases presented in the work. It includes the full set of SPARQL extension functions used for 3D geometric operations, a collection of 3D geometries in Well-Known Text format used as input data, the SPARQL queries applied in the Low-Carbon Residential Lighthouse co-design use case, and the evaluation results generated from performance and correctness testing. Together, these components provide complete support for reproducing the workflows, validation steps, and analytical results described in the publication, enabling further research in semantic spatial computation and multi-disciplinary co-design.", "date" : "2026-01-16 18:54:57", "changeDate" : "2026-01-16 18:58:52", "count" : 2, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://doi.org/10.18419/DARUS-5535", "author": [ "Diellza Elshani","Daniel Hernández","Ali Nakhaee","Victor Anthony Arrascue Ayala","Steffen Staab","Thomas Wortmann" ], "authors": [ {"first" : "Diellza", "last" : "Elshani"}, {"first" : "Daniel", "last" : "Hernández"}, {"first" : "Ali", "last" : "Nakhaee"}, {"first" : "Victor Anthony", "last" : "Arrascue Ayala"}, {"first" : "Steffen", "last" : "Staab"}, {"first" : "Thomas", "last" : "Wortmann"} ], "doi" : "10.18419/DARUS-5535", "bibtexKey": "https://doi.org/10.18419/darus-5535" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/24cd0d7b4ee6c410bf21fe623a9395c85/intcdc", "tags" : [ "data","rp21","rp9" ], "intraHash" : "4cd0d7b4ee6c410bf21fe623a9395c85", "interHash" : "5c006cecb24c569149007af9ce518d6e", "label" : "Digital-Twin Data for Large-Scale 3D Printing", "user" : "intcdc", "description" : "", "date" : "2026-01-14 20:10:07", "changeDate" : "2026-01-15 15:37:08", "count" : 4, "pub-type": "dataset", "year": "2025", "url": "", "author": [ "Lior Skoury","Ofer Asaf","Aaron Sprecher","Achim Menges","Thomas Wortmann" ], "authors": [ {"first" : "Lior", "last" : "Skoury"}, {"first" : "Ofer", "last" : "Asaf"}, {"first" : "Aaron", "last" : "Sprecher"}, {"first" : "Achim", "last" : "Menges"}, {"first" : "Thomas", "last" : "Wortmann"} ], "abstract": "Overview : This project contains a dataset from research on a data-informed digital twin for large-scale 3D printing. The data was collected through a series of experiments using two machines: (i) a Kuka KR50R2500 industrial robot and (ii) a MAI® MULTIMIX-3D mortar mixing pump. Additionally, measurements of the printed object's width were recorded during the experiments. The dataset has been used to explore correlations between machine performance, material behavior, and the final printed structure. The accompanying codebase enables replication of the study\u2019s results, offering tools for data processing, clustering, visualization, and the analysis of various material properties and printing parameters. The experiments in this study were conducted in two phases: Correlation Analysis: The first phase focused on exploring the relationships between machine performance, material behavior, and the resulting printed object. Data from these experiments was then used to develop a clustering-based prediction model and a set of feedback control services to automate the operation of the Kuka robot and the mortar mixing pump. Evaluation of Feedback Control: In the second phase, the feedback control services were implemented in a new set of experiments to assess their effectiveness in optimizing the 3D printing process.", "affiliation" : "Skoury, Lior/University of Stuttgart, Asaf, Ofer/Technion \u2013 Israel Institute of Technology, Sprecher, Aaron/Technion \u2013 Israel Institute of Technology, Menges, Achim/University of Stuttgart, Wortmann, Thomas/University of Stuttgart", "orcid-numbers" : "Skoury, Lior/https://orcid.org/0000-0002-2835-827X, Asaf, Ofer/https://orcid.org/0000-0002-4403-3053, Sprecher, Aaron/0000-0002-2621-7350, Menges, Achim/0000-0001-9055-4039, Wortmann, Thomas/https://orcid.org/0000-0002-5604-1624", "doi" : "10.18419/darus-4817", "bibtexKey": "skoury2025digitaltwin" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/233e418a858f44341ed85693d684a9b9d/intcdc", "tags" : [ "data","ap28" ], "intraHash" : "33e418a858f44341ed85693d684a9b9d", "interHash" : "932c9cbad2f414b6f9515b5d1260f17b", "label" : "Reuse Compendium : A List of Reuse-related References in Architecture", "user" : "intcdc", "description" : "", "date" : "2026-01-14 16:55:40", "changeDate" : "2026-01-14 16:55:40", "count" : 4, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-4687", "author": [ "Maria Wyller","Hana Svatoš-Ražnjević","Eva Schad","Achim Menges" ], "authors": [ {"first" : "Maria", "last" : "Wyller"}, {"first" : "Hana", "last" : "Svatoš-Ražnjević"}, {"first" : "Eva", "last" : "Schad"}, {"first" : "Achim", "last" : "Menges"} ], "abstract": "This dataset contains a list of 348 references relating to reuse in architecture. It covers historical and contemporary reuse projects and examples in architecture, recent research projects using digital technologies for reuse or developing new building systems, art and design projects, as well as context and statisitcs related websites and a few companies. The dataset includes links to sources and catagorizes the references into three fields; focus (architecture, art & design, research, statistics, granular), area (historical, contemporary, conceptual, statistical, contextual, building technology), and material (wood, concrete, rubble, metal, clay, earth, mixed, bricks, stone, spolia).", "doi" : "10.18419/DARUS-4687", "bibtexKey": "wyllersvatos2025reuse" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/233e418a858f44341ed85693d684a9b9d/icd", "tags" : [ "data" ], "intraHash" : "33e418a858f44341ed85693d684a9b9d", "interHash" : "932c9cbad2f414b6f9515b5d1260f17b", "label" : "Reuse Compendium : A List of Reuse-related References in Architecture", "user" : "icd", "description" : "", "date" : "2026-01-14 16:55:40", "changeDate" : "2026-01-14 16:55:40", "count" : 4, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-4687", "author": [ "Maria Wyller","Hana Svatoš-Ražnjević","Eva Schad","Achim Menges" ], "authors": [ {"first" : "Maria", "last" : "Wyller"}, {"first" : "Hana", "last" : "Svatoš-Ražnjević"}, {"first" : "Eva", "last" : "Schad"}, {"first" : "Achim", "last" : "Menges"} ], "abstract": "This dataset contains a list of 348 references relating to reuse in architecture. It covers historical and contemporary reuse projects and examples in architecture, recent research projects using digital technologies for reuse or developing new building systems, art and design projects, as well as context and statisitcs related websites and a few companies. The dataset includes links to sources and catagorizes the references into three fields; focus (architecture, art & design, research, statistics, granular), area (historical, contemporary, conceptual, statistical, contextual, building technology), and material (wood, concrete, rubble, metal, clay, earth, mixed, bricks, stone, spolia).", "doi" : "10.18419/DARUS-4687", "bibtexKey": "wyllersvatos2025reuse" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/233e418a858f44341ed85693d684a9b9d/hana_s-r", "tags" : [ "ap28","data","myown" ], "intraHash" : "33e418a858f44341ed85693d684a9b9d", "interHash" : "932c9cbad2f414b6f9515b5d1260f17b", "label" : "Reuse Compendium : A List of Reuse-related References in Architecture", "user" : "hana_s-r", "description" : "", "date" : "2026-01-14 16:53:28", "changeDate" : "2026-01-14 16:55:40", "count" : 4, "pub-type": "dataset", "publisher":"DaRUS", "year": "2025", "url": "https://darus.uni-stuttgart.de/citation?persistentId=doi:10.18419/DARUS-4687", "author": [ "Maria Wyller","Hana Svatoš-Ražnjević","Eva Schad","Achim Menges" ], "authors": [ {"first" : "Maria", "last" : "Wyller"}, {"first" : "Hana", "last" : "Svatoš-Ražnjević"}, {"first" : "Eva", "last" : "Schad"}, {"first" : "Achim", "last" : "Menges"} ], "abstract": "This dataset contains a list of 348 references relating to reuse in architecture. It covers historical and contemporary reuse projects and examples in architecture, recent research projects using digital technologies for reuse or developing new building systems, art and design projects, as well as context and statisitcs related websites and a few companies. The dataset includes links to sources and catagorizes the references into three fields; focus (architecture, art & design, research, statistics, granular), area (historical, contemporary, conceptual, statistical, contextual, building technology), and material (wood, concrete, rubble, metal, clay, earth, mixed, bricks, stone, spolia).", "doi" : "10.18419/DARUS-4687", "bibtexKey": "wyllersvatos2025reuse" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/24cd0d7b4ee6c410bf21fe623a9395c85/icd", "tags" : [ "ai","data" ], "intraHash" : "4cd0d7b4ee6c410bf21fe623a9395c85", "interHash" : "5c006cecb24c569149007af9ce518d6e", "label" : "Digital-Twin Data for Large-Scale 3D Printing", "user" : "icd", "description" : "", "date" : "2026-01-14 16:38:51", "changeDate" : "2026-01-15 15:37:08", "count" : 4, "pub-type": "dataset", "year": "2025", "url": "", "author": [ "Lior Skoury","Ofer Asaf","Aaron Sprecher","Achim Menges","Thomas Wortmann" ], "authors": [ {"first" : "Lior", "last" : "Skoury"}, {"first" : "Ofer", "last" : "Asaf"}, {"first" : "Aaron", "last" : "Sprecher"}, {"first" : "Achim", "last" : "Menges"}, {"first" : "Thomas", "last" : "Wortmann"} ], "abstract": "Overview : This project contains a dataset from research on a data-informed digital twin for large-scale 3D printing. The data was collected through a series of experiments using two machines: (i) a Kuka KR50R2500 industrial robot and (ii) a MAI® MULTIMIX-3D mortar mixing pump. Additionally, measurements of the printed object's width were recorded during the experiments. The dataset has been used to explore correlations between machine performance, material behavior, and the final printed structure. The accompanying codebase enables replication of the study\u2019s results, offering tools for data processing, clustering, visualization, and the analysis of various material properties and printing parameters. The experiments in this study were conducted in two phases: Correlation Analysis: The first phase focused on exploring the relationships between machine performance, material behavior, and the resulting printed object. Data from these experiments was then used to develop a clustering-based prediction model and a set of feedback control services to automate the operation of the Kuka robot and the mortar mixing pump. Evaluation of Feedback Control: In the second phase, the feedback control services were implemented in a new set of experiments to assess their effectiveness in optimizing the 3D printing process.", "affiliation" : "Skoury, Lior/University of Stuttgart, Asaf, Ofer/Technion \u2013 Israel Institute of Technology, Sprecher, Aaron/Technion \u2013 Israel Institute of Technology, Menges, Achim/University of Stuttgart, Wortmann, Thomas/University of Stuttgart", "orcid-numbers" : "Skoury, Lior/https://orcid.org/0000-0002-2835-827X, Asaf, Ofer/https://orcid.org/0000-0002-4403-3053, Sprecher, Aaron/0000-0002-2621-7350, Menges, Achim/0000-0001-9055-4039, Wortmann, Thomas/https://orcid.org/0000-0002-5604-1624", "doi" : "10.18419/darus-4817", "bibtexKey": "skoury2025digitaltwin" } ] }