activity
20192026
most citedPySINDy: A comprehensive Python package for robust sparse system identification

195 citations · 419 across the 28 of their papers we have counts for

collaborators
Showing 2025Show all

7 papers · 1 filter

physics.plasm-ph2025

Permanent magnet optimization of stellarators with coupling from finite permeability and demagnetization effects

Armin Ulrich, Mason Haberle, Alan A. Kaptanoglu

Permanent magnets provide an attractive path for shaping university-scale stellarator magnetic fields. Previous work has shown that greedy permanent magnet optimization (GPMO) can…

physics.comp-ph2025

MRX: A differentiable 3D MHD equilibrium solver without nested flux surfaces

Tobias Blickhan, Julianne Stratton, Alan A. Kaptanoglu

This article introduces the 3D magnetohydrodynamic (MHD) equilibrium solver MRX, based on relaxation of a magnetic field to a lower energy equilibrium state via admissible variatio…

physics.plasm-ph2025★ 1 cited

A flexible and differentiable coil proxy for stellarator equilibrium optimization

Lanke Fu, Dario Panici, Elizabeth Paul +2

Balancing plasma performance and coil cost is a significant challenge when designing a stellarator power plant. Most current stellarator designs are produced through two-stage opti…

physics.plasm-ph2025

Periodic Korteweg-de Vries soliton potentials generate quasisymmetric magnetic field strength in a finite plasma-beta equilibrium

W. Sengupta, R. Madan, S. Buller +6

Quasisymmetry (QS) is a hidden symmetry of the magnetic field strength, B, that enables effective confinement of charged particles in a fully three-dimensional (3D) toroidal plasma…

physics.plasm-ph2025★ 1 cited

Efficient Computation of Stellarator Coils with an Augmented Lagrangian Optimization Method

Pedro F. Gil, Weiping Li, Julianne Stratton +2

Finding feasible coils for stellarator fusion devices is a critical challenge of realizing this concept for future power plants. Current design efforts struggle to navigate the hig…

physics.plasm-ph2025

Optimization of passive superconductors for shaping stellarator magnetic fields

Alan A. Kaptanoglu, Matt Landreman, Michael C. Zarnstorff

We consider the novel problem of optimizing a large set of passive superconducting coils (PSCs) with currents induced by a background magnetic field rather than power supplies. In…