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)
出版年份 2020 全文链接
标题
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)
作者
关键词
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
出版物
JOURNAL OF COLLOID AND INTERFACE SCIENCE
Volume 582, Issue -, Pages 859-873
出版商
Elsevier BV
发表日期
2020-08-18
DOI
10.1016/j.jcis.2020.08.052
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- (2020) Hesam Hassanpour et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
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- (2020) Yifeng Chen et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
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- (2019) Kevin McBride et al. CHEMIE INGENIEUR TECHNIK
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- (2019) M. Arshadi et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Modeling and fault diagnosis design for HVAC systems using recurrent neural networks
- (2019) Hadi Shahnazari et al. COMPUTERS & CHEMICAL ENGINEERING
- Theoretical Platform for Liquid-Crystalline Self-Assembly of Collagen-Based Biomaterials
- (2019) Sayyed Ahmad Khadem et al. Frontiers in Physics
- Multiscale Modeling and Simulation of Water and Methane Hydrate Crystal Interface
- (2019) Sina Mirzaeifard et al. CRYSTAL GROWTH & DESIGN
- Structure and rheology of liquid crystal hydroglass formed in aqueous nanocrystalline cellulose suspensions
- (2019) Yuan Xu et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Six-fold director field configuration in amyloid nematic and cholesteric phases
- (2019) Massimo Bagnani et al. Scientific Reports
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- (2019) Hadi Shahnazari CHEMICAL ENGINEERING RESEARCH & DESIGN
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- (2019) Carlotta Pontremoli et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
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- (2019) P.S. Pauletto et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
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- (2019) Francis Choi et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
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- (2018) Masoud Kheradmandi et al. COMPUTERS & CHEMICAL ENGINEERING
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- (2018) Thomas Fischer et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
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- (2018) Marjan Tanzifi et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Confinement-induced liquid crystalline transitions in amyloid fibril cholesteric tactoids
- (2018) Gustav Nyström et al. Nature Nanotechnology
- Type I Collagen from Jellyfish Catostylus mosaicus for Biomaterial Applications
- (2018) Zahra Rastian et al. ACS Biomaterials-Science & Engineering
- Type I Collagen from Jellyfish Catostylus mosaicus for Biomaterial Applications
- (2018) Zahra Rastian et al. ACS Biomaterials Science & Engineering
- Aspect Ratio Distribution and Chord Length Distribution Driven Modeling of Crystallization of Two-Dimensional Crystals for Real-Time Model-Based Applications
- (2018) Botond Szilágyi et al. CRYSTAL GROWTH & DESIGN
- Amyloid Fibrils Length Controls Shape and Structure of Nematic and Cholesteric Tactoids
- (2018) Massimo Bagnani et al. ACS Nano
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- (2018) Kaiqiang Ye et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
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- (2018) Jackson E. Moore et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Development of a three-dimensionally printed scaffold grafted with bone forming peptide-1 for enhanced bone regeneration with in vitro and in vivo evaluations
- (2018) Sang Jin Lee et al. JOURNAL OF COLLOID AND INTERFACE SCIENCE
- Computational modelling of tactoid dynamics in chromonic liquid crystals
- (2017) Chiqun Zhang et al. LIQUID CRYSTALS
- Using chiral tactoids as optical probes to study the aggregation behavior of chromonics
- (2017) Karthik Nayani et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Biological plywood film formation from para-nematic liquid crystalline organization
- (2017) Oscar F. Aguilar Gutierrez et al. Soft Matter
- Cholesteric liquid crystals in living matter
- (2017) Michel Mitov Soft Matter
- LSTM: A Search Space Odyssey
- (2017) Klaus Greff et al. IEEE Transactions on Neural Networks and Learning Systems
- Application of Artificial Neural Networks for Catalysis: A Review
- (2017) Hao Li et al. Catalysts
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- (2017) Amit Kumar Bhattacharjee Scientific Reports
- Theory and Simulation of Cholesteric Film Formation Flows of Dilute Collagen Solutions
- (2016) O. F. Aguilar Gutierrez et al. LANGMUIR
- Confined semiflexible polymers suppress fluctuations of soft membrane tubes
- (2016) Sina Mirzaeifard et al. Soft Matter
- Colloidal cholesteric liquid crystal in spherical confinement
- (2016) Yunfeng Li et al. Nature Communications
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- (2015) Sayyed Ahmad Khadem et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Nanoparticle self-assembly at the interface of liquid crystal droplets
- (2015) Mohammad Rahimi et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Review and application of Artificial Neural Networks models in reliability analysis of steel structures
- (2015) A.A. Chojaczyk et al. STRUCTURAL SAFETY
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- (2015) Xiaolei Ma et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Spontaneous emergence of chirality in achiral lyotropic chromonic liquid crystals confined to cylinders
- (2015) Karthik Nayani et al. Nature Communications
- Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction
- (2014) Christopher Smith et al. NEUROCOMPUTING
- Self-assembly via branching morphologies in nematic liquid-crystal nanocomposites
- (2014) Sebastian Gurevich et al. PHYSICAL REVIEW E
- Pressure and temperature functionality of paraffin-carbon dioxide interfacial tension using genetic programming and dimension analysis (GPDA) method
- (2014) Sayyed Ahmad Khadem et al. Journal of Natural Gas Science and Engineering
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- (2013) Paulo De Sa Peixoto et al. Soft Matter
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- (2012) Xiaofeng Yang et al. JOURNAL OF COMPUTATIONAL PHYSICS
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- (2012) David Seč et al. Soft Matter
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- (2011) Marcel Petri et al. JOURNAL OF PHYSICAL CHEMISTRY A
- Chromonic review
- (2010) John Lydon JOURNAL OF MATERIALS CHEMISTRY
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- Self‐assembling in a living supramolecular linear nematic polymer‐like system
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- (2008) Sergei Bronnikov et al. SOFT MATERIALS
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