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construction sites while traction-bus batteries can be repurposed as second-life energy storage for peak shaving. Job description The rapid electrification of transport, buildings, and industry is creating
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To alleviate grid congestion, traction grids can provide EV charging for zero-emission construction sites while traction-bus batteries can be repurposed as second-life energy storage for peak
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that are simple and efficient enough for parametric design, yet reliable enough to be trusted? Can a coupled engineering-level model reliably reproduce the interaction between clay and lining, turning high-fidelity
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Bring physics into world models — and make embodied agents fast, reliable and ready for the real world! Join us! World models are controllable, physics- and mechanism-grounded simulators of reality
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neural networks, covering representation, optimisation, generalisation, robustness and reliability, while remaining sufficiently tractable to inform engineering practice. A key objective is to transform
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, what structural or demographic patterns the model captures, and when its decisions are reliable enough to support scientific interpretation or decision-making. At the same time, explanations and learned
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with traffic jams spreading like oil spills over entire networks. We believe traffic management based on reliable predictions is therefore crucial to ensure accessibility and safety, especially during
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complex dynamic system. Minor disruptions can lead to major delays with traffic jams spreading like oil spills over entire networks. We believe traffic management based on reliable predictions is therefore