AI RESEARCH
CoNBONet: Conformalized Neuroscience-inspired Bayesian Operator Network for Reliability Analysis
arXiv CS.LG
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ArXi:2603.21678v1 Announce Type: cross Time-dependent reliability analysis of nonlinear dynamical systems under stochastic excitations is a critical yet computationally demanding task. Conventional approaches, such as Monte Carlo simulation, necessitate repeated evaluations of computationally expensive numerical solvers, leading to significant computational bottlenecks.