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math.OC2022
Accelerated Newton-Raphson GRAPE methods for optimal control
David L. Goodwin, Mads Sloth Vinding
A Hessian based optimal control method is presented in Liouville space to mitigate previously undesirable polynomial scaling of computation time. This new method, an improvement to…
physics.med-ph2022
Clipped DeepControl: deep neural network two-dimensional pulse design with an amplitude constraint layer
Mads Sloth Vinding, Torben Ellegaard Lund
Advanced radio-frequency pulse design used in magnetic resonance imaging has recently been demonstrated with deep learning of (convolutional) neural networks and reinforcement lear…