Modeling of CO2 solubility in piperazine (PZ) and diethanolamine (DEA) solution via machine learning approach and response surface methodology
With the help of machine-learning algorithms, data-driven models have become increasingly capable of predicting CO2 solubility. As part of this study, two machine learning approaches are evaluated: artificial neural networks (ANNs) and support vector machines (SVM), as well as response surface metho...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-12-01
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| Series: | Case Studies in Chemical and Environmental Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2666016423001627 |