bayesian inference 1kinetic profile fitting 1magnetically confined plasma 1MCMC sampling 1modified tanh 1outlier detection 1
From the 1 of 2 linked papers with an AI index.
2 papers
physics.plasm-ph2026
Automated Outlier-Robust Bayesian Profile Fitting for Magnetically Confined Plasmas with Modified Tanh Profiles and Good-and-Bad Gaussian Mixture Likelihoods
Jaewook Kim, Jekil Lee, Laurent Jung +2
The paper presents an outlier‑robust Bayesian method for automatically fitting kinetic profiles in magnetically confined plasmas using a modified tanh parametrisation and a good‑an…
physics.plasm-ph2026
Study of Low-Frequency Core-Edge Coupling in a Tokamak: I. Experimental Observation in KSTAR
Wonjun Lee, Andreas Bierwage, Seungmin Bong +6
Double-peaked fishbone events across multiple KSTAR discharges are investigated. The normalized beta and the edge safety factor under which the…