Concepedia

Predicting overall mass transfer coefficients of CO2 capture into monoethanolamine in spray columns with hybrid machine learning

Ulderico Di Caprio, Min Wu, Florence H. Vermeire, Tom Van Gerven, Peter Hellinckx, Steffen Waldherr, Emine Kayahan, M. Enis Leblebici

Journal of CO2 Utilization · 2023 · 18 citations · 45 references

DOIFull text

Open access

References

45

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.5K citations · Full text

, , +14

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.3K citations · Full text

SciPy 1.0: fundamental algorithms for scientific computing in Python

Nature Methods · 2020 · 35.1K citations · Full text

A study of cross-validation and bootstrap for accuracy estimation and model selection

Ron Kohavi · 1995 · 10.7K citations

On Physically Similar Systems; Illustrations of the Use of Dimensional Equations

Edgar Buckingham · Physical Review · 1914 · 3.4K citations · Full text

, , +7