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36 积分 2026-03-16 加入
A Physics‐Informed Hysteretic Neural Network for Duhem Hysteresis Modeling and Parameters Identification
1个月前
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A Fractional-Order Normalized Bouc–Wen Model for Piezoelectric Hysteresis Nonlinearity
1个月前
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Physics-Informed Long-Short-Term Memory Neural Network for Parameters Estimation of Nonlinear Systems
1个月前
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When and why PINNs fail to train: A neural tangent kernel perspective
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Parameter Identification in Magnetorheological Dampers via Physics-Informed Neural Networks
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Deep-learning enabled parametric identification method of vibration-based energy harvesters with piezoelectric nonlinearity
1个月前
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Iterative Model Identification of Nonlinear Systems of Unknown Structure: Systematic Data-Based Modeling Utilizing Design of Experiments
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Sequence-to-sequence LSTM-based Dynamic System Identification of Piezo-electric Actuators
1个月前
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Comparison of Deep Learning Architectures for Nonlinear System Identification of a Hysteretic Piezoelectric Precise Positioner
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Open-loop optimization method based on the GRU and dual-grating demodulation principle for a PZT based optical voltage sensor
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