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pretraining and downstream predictive and generative applications. Your main responsibilities are to: design, implement and benchmark foundation-model architectures for microbiome data, including transformer
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downstream predictive and generative applications. Your main responsibilities are to: • design, implement and benchmark foundation-model architectures for microbiome data, including transformer-based and
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. You will join the section Environmental and Climate Design, department of Architectural Engineering and Technology at the Faculty of Architecture and the Built Environment, TU Delft. You will work in
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to support this primary aim. Research and education blend environmental technology, urban ecology, citizen participation and environmental behaviour at different scales. There is a strong emphasis on the
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collaboration with researchers in Electrical Engineering working on emerging memory architectures and novel computing paradigms, providing a unique opportunity to contribute to mathematics with a clear
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on the theory of deep learning will investigate questions such as the structure and expressivity of emerging neural architectures relevant to space, such as implicit neural fields, continuous normalising
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with new computational representations suitable for Digital Twins and future computing architectures. The project offers substantial freedom to develop original mathematical ideas while contributing to a
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orchestration architectures, investigating centralised, distributed, or hybrid approaches for coordinating autonomous satellite operations. The research will explore how onboard AI can enable scalable, resilient
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sea-urchin spine micro-architectures and using these as templates for multifunctional, mechanically efficient structures. In parallel, ACT researchers have explored spider-inspired soft actuators