Abstract: In data-driven nonlinear modeling, kernel partial least squares (KPLS) is a useful tool for quality-related process monitoring. However, in time-varying nonlinear processes, degraded ...
Abstract: Wire Arc Additive Manufacturing (WAAM) has been changing high-end manufacturing by building metal components layer by layer. This process, which allows for the production of large and ...
Experimental results show that the models constructed by the proposed method not only maintain geological semantic consistency and coherence but also accurately characterize the spatial distribution ...
FantasyWorld is a unified feed-forward model for joint video and 3D scene generation. The front end employs Preconditioning Blocks (PCBs) that reuse the frozen WanDiT denoiser to supply partially ...
Abstract: Existing Physics-Informed Neural Network (PINN) frameworks are geometry-specific, necessitating costly retraining for any alteration in the structural geometry. This study incorporates a ...
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