Quanscient MultiphysicsAI for MEMS microspeaker design and optimization
Dr Abhishek Deshmukh; Juha Riippi; Alexandre Halbach; Valtteri Lahtinen; Asser Lähdemäki; Andrew Tweedie
Key takeaways
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Nonlinear multiphysics simulation captures harmonic distortion in MEMS microspeakers.
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Harmonic balance analysis enables efficient frequency-domain THD computation.
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Large-scale cloud-based data generation supports AI surrogate model training.
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Pareto front analysis identified designs achieving 30% higher SPL with similar THD.
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Quanscient Allsolve provides a unified platform for simulation, validation, and AI-based optimization.
Introduction
Electrostatically actuated...