Post-processing for: On the effects of dimensionality reduction and hyperparameter optimization on ML-FGM accuracy
Abstract
Post-processing methods used to derive the results and produce the plots presented in Chapter 4 of the doctoral dissertation of Evert Bunschoten titled Consistent data-driven equations of state for reacting and nonideal compressible fluids .
Fields of Study & Subjects
Phase Equilibria and Thermodynamics
Machine Learning in Materials Science
Model Reduction and Neural Networks
Publication details
- Journal / source
- 4TU.ResearchData
- Publication date
- 30 January 2026
- Language
- EN
- Document type
- Dataset