Physics-informed Gaussian process probabilistic modeling with multi-source data for prognostics of degradation processes

Sequential optimization-based parameter identification for multi-timescale electromechanical model of battery

Enhancing gearbox fault diagnosis under phase estimation errors: A dynamic time warping and blind deconvolution approach

Optimized relative entropy for robust fault detection in excavator traveling gearboxes via smeared envelope spectrum analysis of cyclo-non-stationary signals

Integrated optimization of ply number, layer thickness, and fiber angle for variable-stiffness composites using dynamic multi-fidelity surrogate model

Physics-based digital twin updating and twin-based explainable crack identification of mechanical lap joint

Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery

Spectrum-guided GAN with density-directionality sampling: Diverse high-fidelity signal generation for fault diagnosis of rotating machinery

Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing

Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions