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Related Articles from SNS
Unexplained ground stop at SFO sparks fears of major travel disruption
Unexplained ground stop at SFO sparks fears of major travel disruption - Bookmark - CommentsGo to comments A ground stop has been issued for San Francisco International Airport (SFO) in California, the Federal Aviation Administration (FAA) announced in an advisory on Sunday. The agency did not immediately provide further details regarding the disruption. The groundstop was lifted shortly after it was issued.
Benchmarking Sequential Feedback Optimization for Wind Farm Power Maximization
arXiv:2606.08315v1 Announce Type: new Abstract: This paper benchmarks sequential feedback optimization (SFO) for wind farm power maximization using a medium-fidelity dynamic flow model. We compare SFO with two well-established approaches, adjoint-based economic model predictive control (AMPC) and extremum seeking control (ESC), under a common nine-turbine layout and identical operating constraints. The comparison focuses on steady-state power production and computational efficiency, both...
Convergence Bound and Critical Batch Size of Muon Optimizer
arXiv:2507.01598v5 Announce Type: replace Abstract: Muon, a recently proposed optimizer that leverages the inherent matrix structure of neural network parameters, has demonstrated strong empirical performance, indicating its potential as a successor to standard optimizers such as AdamW. This paper presents theoretical analysis to support its practical success. We provide convergence proofs for Muon across four practical settings, systematically examining its behavior with and without the...