102 citations · 143 across the 7 of their papers we have counts for
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physics.plasm-ph2020★ 23 cited
Optimized finite-build stellarator coils using automatic differentiation
Nick McGreivy, Stuart R. Hudson, Caoxiang Zhu
A new stellarator coil design code is introduced that optimizes the position and winding pack orientation of finite-build coils. The new code, called FOCUSADD, performs gradient-ba…
cs.LG2020★ 8 cited
Randomized Automatic Differentiation
Deniz Oktay, Nick McGreivy, Joshua Aduol +2
The successes of deep learning, variational inference, and many other fields have been aided by specialized implementations of reverse-mode automatic differentiation (AD) to comput…