An element-independent random-forest/XGBoost model can interpolate composition from PVD cathode powers and invert powers from target composition on a 7-element, 82-point dataset, with RMSE of about 0.1 in composition and 70 W in power.
Krejčí et al., « Development and testing of multicomponent fuel cladding with enhanced accidental performance », Nucl
1 Pith paper cite this work, alongside 97 external citations. Polarity classification is still indexing.
1
Pith paper citing it
97
external citations · OpenAlex
fields
cond-mat.mtrl-sci 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Machine Learning Assisted Design of Complex and High Entropy Alloys by Hybrid HiPIMS/Pulsed-DC PVD Process for Low Carbon Energy Applications in Extreme Environments
An element-independent random-forest/XGBoost model can interpolate composition from PVD cathode powers and invert powers from target composition on a 7-element, 82-point dataset, with RMSE of about 0.1 in composition and 70 W in power.