Rezultaty - Ruochen Wang
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Physics-Informed Neural Networks with Unknown Partial Differential Equations: An Application in Multivariate Time Series
Wydane 2025-06-01Dokumenty pełnotekstoweA significant advancement in Neural Network (NN) research is the integration of domain-specific knowledge through custom loss functions. This approach addresses a crucial challenge: How can models utilize physics or mathematical principles to enhance predictions when dealing with sparse, noisy, or i...
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Reference Model-Based Backstepping Control of Semi-Active Suspension for Vehicles Equipped with Non-Pneumatic Wheels
Wydane 2025-05-01Dokumenty pełnotekstoweIn view of the deterioration of vehicle dynamic performance caused by the increased radial stiffness of a non-pneumatic wheel and its nonlinearity, a semi-active suspension error tracking backstepping control strategy based on the model reference method is proposed. Firstly, the segmental linearizat...
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A bioequivalent cornea cross-linking method using photo-initiators LAP and visible light
Wydane 2025-10-01Dokumenty pełnotekstoweAlthough cell-encapsulating hydrogels are of tremendous interest in regenerative medicine, few of them have been used in clinics and rarely used natural extracellular matrices as polymer precursors. One successful example is to use riboflavin (RF)/ultraviolet A (UVA) to cross-link corneal collagen,...
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