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It introduces a novelty geometric convergence method for finding reciprocal arrangements on doubly curved reference surfaces which include an adaptable length of members, demonstrating that existing methods \u2014 typically focused on generating reciprocal arrangements from predefined geometric rotations \u2014 represent only a subset of the broader design space for this typology. The proposed Adaptive Reciprocal Framing Tessellation method is applicable to both synclastic and anticlastic surfaces and allows for a strategic placement of support conditions of the anisotropic timber system, although some boundary conditions are needed to guarantee convergence of the structural arrangement. A structural performance evaluation of a set of generated patterns is given by assessing displacements and stress checks of members according to Eurocode 5 in an integrated computational engineering design workflow", "venue" : "México City, México", "language" : "eng", "eventdate" : "27-31 October, 2025", "eventtitle" : "IASS Annual Symposium 2025, \u201CThe living past as a source of innovation\u201D", "bibtexKey": "prandini2025adaptive" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/27ad61d12d9570b74db7ae210cf93bc5c/itke", "tags" : [ "computer-aided","curved","prandini","shells","surface","frames","knippers","reciprocal","engineering","tesselation","adaptive","form","itke","2025","anisothropic","timber","free" ], "intraHash" : "7ad61d12d9570b74db7ae210cf93bc5c", "interHash" : "0c6ead4d248a2b5871aa99fb772d9ccb", "label" : "Adaptive Reciprocally Framed Tessellation for doubly curved surfaces", "user" : "itke", "description" : "", "date" : "2026-02-19 15:42:47", "changeDate" : "2026-02-19 15:42:47", "count" : 2, "pub-type": "proceedings", "booktitle": "Proceedings of the IASS Annual Symposium 2025, \u201CThe living past as a source of innovation\u201D", "year": "2025", "url": "", "author": [ "Renan Prandini","Jan Knippers" ], "authors": [ {"first" : "Renan", "last" : "Prandini"}, {"first" : "Jan", "last" : "Knippers"} ], "abstract": "This paper revisits the determination of reciprocal structural arrangements for constructing tridimensional surfaces using exclusively straight members. It introduces a novelty geometric convergence method for finding reciprocal arrangements on doubly curved reference surfaces which include an adaptable length of members, demonstrating that existing methods \u2014 typically focused on generating reciprocal arrangements from predefined geometric rotations \u2014 represent only a subset of the broader design space for this typology. The proposed Adaptive Reciprocal Framing Tessellation method is applicable to both synclastic and anticlastic surfaces and allows for a strategic placement of support conditions of the anisotropic timber system, although some boundary conditions are needed to guarantee convergence of the structural arrangement. A structural performance evaluation of a set of generated patterns is given by assessing displacements and stress checks of members according to Eurocode 5 in an integrated computational engineering design workflow", "venue" : "México City, México", "language" : "eng", "eventdate" : "27-31 October, 2025", "eventtitle" : "IASS Annual Symposium 2025, \u201CThe living past as a source of innovation\u201D", "bibtexKey": "prandini2025adaptive" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/249179074a803ceca79b56019ca15d43b/icd", "tags" : [ "matpro","peer","ai","timber" ], "intraHash" : "49179074a803ceca79b56019ca15d43b", "interHash" : "cbd9776f472d35100b9be63629687892", "label" : "A machine learning based model for self-shaping wood bilayers: leveraging local natural variations for bending prediction", "user" : "icd", "description" : "", "date" : "2026-01-19 14:28:39", "changeDate" : "2026-01-19 15:16:59", "count" : 4, "pub-type": "article", "journal": "Advanced Engineering Informatics", "year": "2026", "url": "https://www.sciencedirect.com/science/article/pii/S1474034625009541", "author": [ "Zuardin Akbar","Serena Gambarelli","Thomas Wortmann" ], "authors": [ {"first" : "Zuardin", "last" : "Akbar"}, {"first" : "Serena", "last" : "Gambarelli"}, {"first" : "Thomas", "last" : "Wortmann"} ], "editor": [ "Timo Hartmann","Chun-Hsien Chen","Pieter Pauwels","Ghang Lee","André Borrmann" ], "editors": [ {"first" : "Timo", "last" : "Hartmann"}, {"first" : "Chun-Hsien", "last" : "Chen"}, {"first" : "Pieter", "last" : "Pauwels"}, {"first" : "Ghang", "last" : "Lee"}, {"first" : "André", "last" : "Borrmann"} ], "volume": "70","pages": "104061","abstract": "Self-shaping wood bilayers exhibit uncertainties in bending behaviour due to natural material variations such as growth rings and grain patterns that influence properties such as differential swelling coefficients and stiffness. While previous physics-based models use simplified assumptions about these variations, our method uses machine learning to capture spatially varying local features from each sample. This data-driven method learns complex, non-linear relationships of these features with bilayer curvature. Our framework encompasses bilayer production, data acquisition and preparation utilising computer vision, as well as the development of machine learning models. We analysed 64 sycamore maple (Acer pseudoplatanus L.) bilayers, yielding 1,216 data points on spatially local natural variations that correlate with their curvatures. Random Forest proved to be the most accurate, achieving a coefficient of determination (R2) above 0.9 during training and over 0.8 on unseen test data. This framework demonstrates the integration of fine-grained material data into predictive models for material-driven wood design, adaptable to different species and data-driven methods.", "language" : "en", "issn" : "1474-0346", "doi" : "https://doi.org/10.1016/j.aei.2025.104061", "bibtexKey": "AKBAR2026104061" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/2e39c9adfa6bcd8d879838c703e1fc9ce/hansjakobwagner", "tags" : [ "inproceedings","myown","peer","rp3","timber","wood" ], "intraHash" : "e39c9adfa6bcd8d879838c703e1fc9ce", "interHash" : "97de608d8d80008610c6ad52a7742ad8", "label" : "Concept to Construction: Co-design and Integrative Development Processes for the IntCDC Multi-Story Timber Building System", "user" : "hansjakobwagner", "description" : "", "date" : "2026-01-19 00:04:57", "changeDate" : "2026-01-19 00:04:57", "count" : 4, "pub-type": "inproceedings", "booktitle": "Proceedings of the World Conference on Timber Engineering 2025 (WCTE)","publisher":"World Conference on Timber Engineering 2025", "year": "2025", "url": "https://www.proceedings.com/080513-0012.html", "author": [ "Simon Treml","Lorenz Riedel","Hans Jakob Wagner","Cristóbal Tapia","Simon Aicher","Jan Knippers","Achim Menges" ], "authors": [ {"first" : "Simon", "last" : "Treml"}, {"first" : "Lorenz", "last" : "Riedel"}, {"first" : "Hans Jakob", "last" : "Wagner"}, {"first" : "Cristóbal", "last" : "Tapia"}, {"first" : "Simon", "last" : "Aicher"}, {"first" : "Jan", "last" : "Knippers"}, {"first" : "Achim", "last" : "Menges"} ], "pages": "90-99","abstract": "In the context of the climate crisis and increasing urbanization, there is an urgent necessity to expand the typological possibilities in timber construction. Wide-span, point-supported timber systems for multi-story buildings offer the potential to substitute COၷ-intensive construction materials such as concrete and steel, utilize buildings as carbon sinks, and provide additional qualitative living and working spaces in urban areas. The development and incremental refinement of bespoke systems from initial conceptualization to technical feasibility and regulatory approval require the integration and coordination of comprehensive expert knowledge. A highly integrative approach and interdisciplinary exchange of expert knowledge within the research team, as well as iterative and reciprocal expert knowledge exchange with innovative stakeholders from the construction industry, are imperative. This paper presents the development of a co\u0002design framework for the IntCDC Multi-Story Timber Building System (MSTBS), which facilitates reciprocal and iterative knowledge exchange within the interdisciplinary core research team, as well as between researchers and stakeholders from the construction industry. The research demonstrates how an organizational co-design framework fosters the methodical collaboration between research and industry partners and enables the development of a novel timber building system, contributing to the transition towards more sustainable building practices.", "venue" : "Brisbane, Australia", "isbn" : "9798331320904", "language" : "eng", "eventdate" : "2025-06-22/2025-06-26", "eventtitle" : "14th World Conference on Timber Engineering 2025 (WCTE 2025)", "doi" : "https://doi.org/10.52202/080513-0012", "bibtexKey": "treml2025concept" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/261339ad0d1a7c879fa679a3960493661/mgobel", "tags" : [ "publication_of_work","timber","wangentower" ], "intraHash" : "61339ad0d1a7c879fa679a3960493661", "interHash" : "f45bfe6a3393c9f367cb34424b6b7161", "label" : "Public Facilities｜Wangen Tower", "user" : "mgobel", "description" : "", "date" : "2026-01-17 19:17:46", "changeDate" : "2026-01-17 19:28:36", "count" : 1, "pub-type": "inbook", "journal": "WabiSabi","publisher":"WabiSabi Media", "year": "2025", "url": "https://www.wabisabiissue.com/en/Issue", "author": [ "Angel Chi" ], "authors": [ {"first" : "Angel", "last" : "Chi"} ], "volume": "19","pages": "28-33", "language" : "English Chinese", "issn" : "2790-0495", "bibtexKey": "chi2025public" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/2c4d2168569f1fe14f6f538950f663d09/icd", "tags" : [ "articles_book_chapters","bugawood","fibre","hybridflax","livmats","timber","wangentower" ], "intraHash" : "c4d2168569f1fe14f6f538950f663d09", "interHash" : "d0640a8196a27e5e5c61df07b51cd898", "label" : "Materialeffizientes Bauen mit biogenen Rohstoffen", "user" : "icd", "description" : "", "date" : "2026-01-17 18:14:26", "changeDate" : "2026-03-15 17:34:37", "count" : 3, "pub-type": "incollection", "journal": "Landinfo","publisher":"Landesanstalt für Landwirtschaft, Ernährung und Ländlichen Raum (LEL)", "year": "2025", "url": "https://lel.landwirtschaft-bw.de/site/pbs-bw-rebrush2024/get/documents_E-338580956/MLR.LEL/PB5Documents/lel/Abteilung_1/Landinfo/Landinfo_extern/2025/Heft_4/E-Paper/index.html", "author": [ "Monika Göbel","Christoph Zechmeister","Hans Jakob Wagner","Achim Menges" ], "authors": [ {"first" : "Monika", "last" : "Göbel"}, {"first" : "Christoph", "last" : "Zechmeister"}, {"first" : "Hans Jakob", "last" : "Wagner"}, {"first" : "Achim", "last" : "Menges"} ], "number": "04","pages": "30-32", "language" : "German", "issn" : "0947-9392", "preprinturl" : "https://lel.landwirtschaft-bw.de/site/pbs-bw-rebrush2024/get/documents_E-338580956/MLR.LEL/PB5Documents/lel/Abteilung_1/Landinfo/Landinfo_extern/2025/Heft_4/E-Paper/index.html", "bibtexKey": "gbel2025materialeffizientes" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/283c5c077ad6362d03cb786939450685f/icd", "tags" : [ "publication_of_work","timber","wangentower" ], "intraHash" : "83c5c077ad6362d03cb786939450685f", "interHash" : "d79bc9ada29ed15b7782bf2e8d431eca", "label" : "Wangen Tower", "user" : "icd", "description" : "", "date" : "2026-01-16 18:13:03", "changeDate" : "2026-01-18 15:24:58", "count" : 1, "pub-type": "incollection", "series": "WEtransFORM: On the Future of Building","publisher":"Jovis","address":"Kunst- und Ausstellungshalle der Bundesrepublik", "year": "2025", "url": "https://www.bundeskunsthalle.de/wetransform", "author": [ "Eva Kraus","Sven Sappelt" ], "authors": [ {"first" : "Eva", "last" : "Kraus"}, {"first" : "Sven", "last" : "Sappelt"} ], "pages": "154-155", "isbn" : "978-3-98612-267-6", "language" : "de en", "bibtexKey": "kraus2025experiment" } , { "type" : "Publication", "id" : "https://puma.ub.uni-stuttgart.de/bibtex/297e08dc6b4bcd2e457933a54aace8a0e/mgobel", "tags" : [ "publication_of_work","timber","wangentower" ], "intraHash" : "97e08dc6b4bcd2e457933a54aace8a0e", "interHash" : "31f2ee6f4df10922806a21b81a67b8ad", "label" : "Dare to Experiment! 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