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Sleep stage classification with a network of wearable and contactless devices
(2024)Sleep MedicineOther Conference Item -
Adaptive designs for multi-output polynomial chaos expansions and sensitivity analysis
(2024)SIAM Conference on Uncertainty Quantification (UQ 2024). Searchable Abstract DocumentAdaptive design of experiments has been demonstrated very effective in reducing the computational costs of complex uncertainty quantification tasks, such as reliability and sensitivity analysis. While traditionally associated with local- and kernel- based surrogate models like Gaussian process modelling and support vector machines, recent research has demonstrated that adaptive design of experiments can also benefit regression- based ...Other Conference Item -
Introducing efficient structural reliability methods for stochastic simulators
(2024)SIAM Conference on Uncertainty Quantification (UQ 2024). Searchable Abstract DocumentOther Conference Item -
Extending multi-fidelity surrogate modelling to stochastic simulators
(2024)SIAM Conference on Uncertainty Quantification (UQ 2024). Searchable Abstract DocumentMulti-fidelity surrogate models (MFSMs) fuse information from models with varying computational fidelities into a new surrogate model (SM). Such models can predict the output of complex systems with a higher accuracy and lower cost compared to single-fidelity SMs. MFSMs can be constructed based on high- and lower-fidelity data from physical experiments and/or computer simulations. In real-world applications, experiments are often ...Other Conference Item -
Nachhaltige Raumentwicklung im knappen und bereits besiedelten Raum
(2024)Die heutige Zeit ist geprägt von vielschichtigen Krisen wie dem Klimawandel, endliche Ressourcen und sozialer Ungleichheit. Dies betont die Dringlichkeit von transformativen Massnahmen, die gleichermassen sozial und ökologisch ausgerichtet sein müssen. In diesem Kontext spielt die Raumentwicklung und Bauaktivitäten eine entscheidende Rolle. Konkret geht es in der Schweiz, um eine nachhaltige Transformation des Gebäudebestands sowie um die ...Other Conference Item -
CO2-neutral process steam for industry: Model-based analysis of technologies and strategies
(2024)Other Conference Item -
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Distributed Algorithms as a Gateway to Deductive Learning
(2024)Leibniz International Proceedings in Informatics (LIPIcs) ~ 27th International Conference on Principles of Distributed Systems (OPODIS 2023)With the book Thinking Fast and Slow, Daniel Kahneman popularized the idea that the human brain can think in two different modes. The fast mode is instinctive and automatic, while the slow mode is deliberative and logical. As of 2023, one can argue that machine learning understands how to think fast. Deep neural networks are remarkably successful in rapidly classifying and regressing data. Thinking slow on the other hand is still a mystery. ...Other Conference Item -
Forging “Crossed Histories” of Twentieth-Century Architecture and Urban Design
(2024)At long last, historians of architecture recognize the numerous flaws of Euro–American-centred histories of architecture and urban design, which for centuries have glorified individual Western architects and their imposing “colonial” or iconic “capitalist” designs. Promising alternatives come from scholars who try to counter the unilaterality of such unbalanced histories by structuring narratives following the logics of translation, ...Other Conference Item