Nucleation and growth of cholesteric collagen tactoids: A time-series statistical analysis based on integration of direct numerical simulation (DNS) and long short-term memory recurrent neural network (LSTM-RNN)
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Title
Nucleation and growth of cholesteric collagen tactoids: A time-series statistical analysis based on integration of direct numerical simulation (DNS) and long short-term memory recurrent neural network (LSTM-RNN)
Authors
Keywords
Biological chiral lyotropic liquid crystals, Biomimetic collagen-based biomaterials, Liquid-crystalline self-assembly, Chiral nematic tactoids, Cholesteric nucleation, Growth and coarsening, Universal growth laws, Uphill diffusion, Time-dependent Ginzburg-Landau model, Long Short-Term Memory Recurrent Neural Network, Symbolic Regression
Journal
JOURNAL OF COLLOID AND INTERFACE SCIENCE
Volume 582, Issue -, Pages 859-873
Publisher
Elsevier BV
Online
2020-08-18
DOI
10.1016/j.jcis.2020.08.052
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