Navigating Small Datasets with Machine Learning : Gaussian Process Modeling for Colloidal Gelation
Small datasets, which are common in many traditional science and engineering disciplines, present a challenge for powerful machine learning methods that are better suited for large datasets. Through the example of spontaneous colloidal sol-gel transition, we present a data-driven framework based on...
| Publié dans: | Langmuir : the ACS journal of surfaces and colloids. - 1985. - 41(2025), 32 vom: 19. Aug., Seite 21232-21242 |
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| Auteur principal: | |
| Autres auteurs: | , |
| Format: | Article en ligne |
| Langue: | English |
| Publié: |
2025
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| Accès à la collection: | Langmuir : the ACS journal of surfaces and colloids |
| Sujets: | Journal Article |
| Accès en ligne |
Volltext |