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A Streaming Sparse Cholesky Method for Derivative-Informed Gaussian Process Surrogates Within Digital Twin Applications
数字孪生场景中利用导数信息的高斯过程代理模型,提出流式稀疏Cholesky方法大幅提升计算效率与可扩展性。
arXiv:2511.00366v2 Announce Type: replace-cross Abstract: Digital twins are developed to model the behavior of a specific physical asset (or twin), an…