A Gaussian process trained on simulated speckle-pattern correlations recovers shear strain, non-affine rearrangement, and polydispersity of dilute colloids with 1-6% error.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cond-mat.soft 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Machine Learning-Informed Scattering Correlation Analysis of Sheared Colloids
A Gaussian process trained on simulated speckle-pattern correlations recovers shear strain, non-affine rearrangement, and polydispersity of dilute colloids with 1-6% error.