8000 Jasper123y (Jiapeng Xu) · GitHub
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  • Silicon Austria Labs, Technical University of Munich

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  1. Physics-Informed-Neural-Networks-for-advanced-eigenmode-analysis-of-MEMS Physics-Informed-Neural-Networks-for-advanced-eigenmode-analysis-of-MEMS Public

    We present and validate a PINNs-based framework for MEMS eigenmode analysis. It models multiple vibration modes in arbitrary geometries, validated via DHM on a PMUT device, and enables fast PMUT ar…

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    DRL-based inverse design of PMUTs for precise frequency control and ultra-wide bandwidth with validated fabrication results.

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