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Quadcoil

A differentiable, flexible stellarator coil proxy

Install / Use

/learn @lankef/Quadcoil
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

QUADCOIL

Welcome to the github page of QUADCOIL, the stellarator coil complexity proxy/global coil optimizer!

Developer contact: Lanke Fu, LF2869@nyu.edu

QUADCOIL is a global coil optimization code that approximates coils with a smooth sheet current. In other words, it's a "winding surface" code. However, unlike other winding surface codes, QUADCOIL:

  • Supports constrained optimization.
  • Supports non-convex quadratic penalties/constraints, such as curvature $\mathbf{K} \cdot \nabla \mathbf{K}$.
  • Includes robust winding surface generators that do not produce self-intersections.
  • Calculates derivatives with respect to plasma shape, winding surface shape, objective weights, and constraint thresholds.

Read QUADCOIL documentations here.

Related Skills

View on GitHub
GitHub Stars15
CategoryDevelopment
Updated28d ago
Forks5

Languages

Python

Security Score

90/100

Audited on Mar 10, 2026

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