Advances in colloid and interface science
Machine learning in nanoscience and beyond: Workflows, data processing, XAI and ITAP metrics, language-based models.
Junnan Song, Qingjie Sun, Andre G Skirtach, Bogdan V Parakhonskiy
Published: 202510.1016/j.cis.2025.103732
Abstract
Recent advances in nano-sciences including colloids, interfaces as well as material science in general, are increasingly driven by artificial intelligence (AI), which combines theory, computation, experiment, data acquisition and analysis, and implem…
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