Investigating the metastability of amorphous calcium carbonate by droplet microfluidics experiments using machine learning

Investigating the metastability of amorphous calcium carbonate by droplet microfluidics experiments using machine learning

Abstract Amorphous calcium carbonate (ACC) plays an important role in the crystallization pathways of calcite and its polymorphs influencing many natural and anthropogenic processes, such as carbon sequestration. Characterizing the dissolution rate of ACC in presence of additives of contaminants in...

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Bibliographic Details
Main Authors: Ryan Santoso, Lisa Guignon, Guido Deissmann, Jenna Poonoosamy
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Droplet microfluidics
Machine learning
Amorphous calcium carbonate
Online Access:https://doi.org/10.1038/s41598-025-05984-0
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