2 papers
physics.plasm-ph2024
Machine Learning for Chemistry Reduction in N-H Low-Temperature Plasmas
Diogo R. Ferreira, Alexandre Lança, Luís Lemos Alves
Low-temperature plasmas are partially ionized gases, where ions and neutrals coexist in a highly reactive environment. This creates a rich chemistry, which is often difficult to un…
physics.plasm-ph2023
Disruption Prediction in Fusion Devices through Feature Extraction and Logistic Regression
Diogo R. Ferreira
This document describes an approach used in the Multi-Machine Disruption Prediction Challenge for Fusion Energy by ITU, a data science competition which ran from September to Novem…