Strategie Und Eigensinn. Kunstvereine Als Modellinstitutionen Für Den Umgang Mit Gegenwartskunst

Berg, Stephan

doi:10.1515/9783839403723-005

Cited by 1 publication

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“…The building architecture is expressed in terms of its underlying compositional logic [23,20,18,17,24,26,25]. This "Façade Grammar" (Figure 7) is utilized to handle hybrid use buildings by analyzing patterns in its structure.…”

Section: Ai Based / Knowledge-driven Reconstruction Of Semantic Build...mentioning

confidence: 99%

Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING

Borrmann,

Biswanath,

Braun

et al. 2024

Lecture Notes in Geoinformation and Cartography

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The AI4TWINNING project aims at the automated generation of a system of inter-related digital twins of the built environment spanning multiple resolution scales providing rich semantics and coherent geometry. To this end, an interdisciplinary group of researchers develops a multi-scale, multi-sensor, multi-method approach combining terrestrial, airborne, and spaceborne acquisition, different sensor types (visible, thermal, LiDAR, Radar) and different processing methods integrating top-down and bottom-up AI approaches. The key concept of the project lies in intelligently fusing the data from different sources by AI-based methods, thus closing information gaps and increasing completeness, accuracy and reliance of the resulting digital twins. To facilitate the process and improve the results, the project makes extensive use of informed machine learning by exploiting explicit knowledge on the design and construction of built facilities. The final goal of the project is not to create a single monolithic digital twin, but instead a system of interlinked twins across different scales, providing the opportunity to seamlessly blend city, district and building models while keeping them up-to-date and consistent. As testbed and demonstration scenario serves a urban zone around the city campus of TUM, for which large data sets from various sensors are available.

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Section: Ai Based / Knowledge-driven Reconstruction Of Semantic Build...mentioning

confidence: 99%

Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING

Borrmann,

Biswanath,

Braun

et al. 2024

Lecture Notes in Geoinformation and Cartography

View full text Add to dashboard Cite

show abstract

Strategie Und Eigensinn. Kunstvereine Als Modellinstitutionen Für Den Umgang Mit Gegenwartskunst

Cited by 1 publication

References 0 publications

Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING

Artificial Intelligence for the Automated Creation of Multi-scale Digital Twins of the Built World—AI4TWINNING

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