ProbNeural-Operator-Lab extends neural operators with principled uncertainty quantification through linearized Laplace approximations. This enables active learning, risk-aware decision making, and ...
Abstract: We consider feedback transformations of the backstepping/feedback linearization type that have been prevalent in finite dimensional nonlinear stabilization, and, with the objective of ...
In this paper, the Equivalent Linearization Method (ELM) with a weighted averaging, which is proposed by Anh (Anh, 2015), is applied to analyze some vibrating systems with nonlinearities. The strongly ...
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