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math.OC2019★ 11 cited
Mitigation of tipping point transitions by time-delay feedback control
Mohammad Farazmand
In stochastic multistable systems driven by the gradient of a potential, transitions between equilibria is possible because of noise. We study the ability of linear delay feedback…
math.OC2018
Multiscale analysis of accelerated gradient methods
Mohammad Farazmand
Accelerated gradient descent iterations are widely used in optimization. It is known that, in the continuous-time limit, these iterations converge to a second-order differential eq…