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bayesian inference 1kinetic profile fitting 1magnetically confined plasma 1MCMC sampling 1modified tanh 1outlier detection 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

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…