Machine learning-based optimization of a multi-step ion exchange chromatography for ternary protein separation.
Chaoying DingMarianthi IerapetritouPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- multi step
- machine learning
- mass spectrometry
- lower bounding
- single step
- global optimization
- pattern recognition
- knn
- learning algorithm
- dimensionality reduction
- amino acids
- decision trees
- supervised learning
- natural language processing
- protein sequences
- data mining
- drug discovery
- feature selection
- computational biology
- protein structure
- high throughput
- linear combination
- semi supervised
- support vector machine
- active learning