Data-driven constitutive model of complex fluids using recurrent neural networks

Revisiting the basis of transient rheological material functions: Insights from recoverable strain measurements

(2021) Piyush K. Singh et al.   JOURNAL OF RHEOLOGY

Rheology-Informed Neural Networks (RhINNs) for forward and inverse metamodelling of complex fluids

(2021) Mohammadamin Mahmoudabadbozchelou et al.   Scientific Reports

nn-PINNs: Non-Newtonian physics-informed neural networks for complex fluid modeling

(2021) Mohammadamin Mahmoudabadbozchelou et al.   Soft Matter

Using a combined neural network ─ genetic algorithm approach for predicting the complex rheological characteristics of microfluidized sugarcane juice

(2020) Ayon Tarafdar et al.   LWT-FOOD SCIENCE AND TECHNOLOGY

Review on tube model based constitutive equations for polydisperse linear and long-chain branched polymer melts

(2019) Esmaeil Narimissa et al.   JOURNAL OF RHEOLOGY

Structure-Property Relationships via Recovery Rheology in Viscoelastic Materials

(2019) Johnny Ching-Wei Lee et al.   PHYSICAL REVIEW LETTERS

Modeling and prediction of rheological behavior of Al2O3-MWCNT/5W50 hybrid nano-lubricant by artificial neural network using experimental data

(2018) Mohammad Hemmat Esfe et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Rheological behavior characteristics of ZrO 2 -MWCNT/10w40 hybrid nano-lubricant affected by temperature, concentration, and shear rate: An experimental study and a neural network simulating

(2018) Mohammad Hemmat Esfe et al.   PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Prediction of rheological behavior of SiO2-MWCNTs/10W40 hybrid nanolubricant by designing neural network

(2017) Afshin Ahmadi Nadooshan et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

A sequence of physical processes determined and quantified in LAOS: An instantaneous local 2D/3D approach

(2012) Simon A. Rogers   JOURNAL OF RHEOLOGY

A review of nonlinear oscillatory shear tests: Analysis and application of large amplitude oscillatory shear (LAOS)

(2011) Kyu Hyun et al.   PROGRESS IN POLYMER SCIENCE

Rheology of food materials

(2010) Peter Fischer et al.   CURRENT OPINION IN COLLOID & INTERFACE SCIENCE