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into learning architectures. Collaborating with experimental research groups, enabling real-world validation and application of newly developed algorithms.
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PhD research will focus on characterizing and optimizing architectured fabrics and textiles using 3D micro tomography as a main tool to investigate tribological and thermal properties of different
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8 Oct 2025 Job Information Organisation/Company École Polytechnique Fédérale de Lausanne (EPFL) Department School of Architecture, Civil and Environmental Engineering (ENAC) Research Field
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interactions and their integration with wider energy networks. Your tasks The focus of this research is to design and develop (physics-informed) hierarchical graph neural network architectures that can capture
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develop (physics-informed) hierarchical graph neural network architectures that can capture the complexity of multi-scale urban energy infrastructures. The PhD will explore how these models can represent
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improvement in efficiency through parallelization, near-sensor processing, and heterogeneous architectures with specialized accelerators. Working, teaching and research at ETH Zurich We value diversity and
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components and nucleic acids interact and self-assemble. Apply data analysis and modeling to deepen understanding of nanoparticle architectures, and contribute to standardization-relevant method development