Abstract: In this article, we propose a tractable family of remainder-form mixed-monotone decomposition functions that are useful for overapproximating the image set of nonlinear mappings in ...
Abstract: With the rapid development of modern industry, actual production processes generally have a variety of complex characteristics, including nonlinearity, multimodality, and contamination.
The data and code for the paper H. Zhang, L. Liu, K. Weng, & L. Lu. Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity. IEEE ...
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