MHS
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Related Articles from SNS
Compact quasiaxisymmetric stellarators, a near axisymmetric theory
arXiv:2606.04122v1 Announce Type: new Abstract: We develop a theory of ridges in compact stellarators with quasiaxisymmetry (QA). The equilibrium with finite plasma currents and pressure is modeled by ideal magnetohydrostatics (MHS). Field lines are collimated near sharp ridges, much like X-points, making ridges attractive to divertor designs without the requirement of a rational rotational transform at the divertor.
MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models
arXiv:2606.06853v1 Announce Type: new Abstract: The new era has witnessed a remarkable capability to extend Vision-Language Models (VLMs) for tackling tasks of video understanding. While current VLMs excel at event- or story-level understanding, their ability to capture fine-grained motion details remains limited, primarily due to their focus on high-level static semantic structures and macro-event logic. In contrast, Video Diffusion Models (VDMs) are adept at modeling dynamic motion...