Anticipating gelation and vitrification with medium amplitude parallel superposition (MAPS) rheology and artificial neural networks

Gaborheometry: Applications of the discrete Gabor transform for time resolved oscillatory rheometry

(2023) Joshua David John Rathinaraj et al.   JOURNAL OF RHEOLOGY

On the nature of flow curve and categorization of thixotropic yield stress materials

(2023) Tulika Bhattacharyya et al.   JOURNAL OF RHEOLOGY

Scientific machine learning for modeling and simulating complex fluids

(2023) Kyle R. Lennon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Digital rheometer twins: Learning the hidden rheology of complex fluids through rheology-informed graph neural networks

(2022) Mohammadamin Mahmoudabadbozchelou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Data-driven selection of constitutive models via rheology-informed neural networks (RhINNs)

(2022) Milad Saadat et al.   RHEOLOGICA ACTA

Time–connectivity superposition and the gel/glass duality of weak colloidal gels

(2021) Bavand Keshavarz et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The medium amplitude response of nonlinear Maxwell–Oldroyd type models in simple shear

(2021) Kyle R. Lennon et al.   JOURNAL OF NON-NEWTONIAN FLUID MECHANICS

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

(2021) Mohammadamin Mahmoudabadbozchelou et al.   Scientific Reports

Particle contact dynamics as the origin for noninteger power expansion rheology in attractive suspension networks

(2021) Irene Natalia et al.   JOURNAL OF RHEOLOGY

Nonlinear mechanical behavior of elastomers under tension/tension fatigue deformation as determined by Fourier transform

(2021) Valerian Hirschberg et al.   RHEOLOGICA ACTA

Medium amplitude parallel superposition (MAPS) rheology of a wormlike micellar solution

(2021) Kyle R. Lennon et al.   RHEOLOGICA ACTA

Medium amplitude parallel superposition (MAPS) rheology. Part 1: Mathematical framework and theoretical examples

(2020) Kyle R. Lennon et al.   JOURNAL OF RHEOLOGY

Questioning a fundamental assumption of rheology: Observation of noninteger power expansions

(2020) Irene Natalia et al.   JOURNAL OF RHEOLOGY

On the universality of the scaling relations during sol-gel transition

(2020) Khushboo Suman et al.   JOURNAL OF RHEOLOGY

Medium amplitude parallel superposition (MAPS) rheology. Part 2: Experimental protocols and data analysis

(2020) Kyle R. Lennon et al.   JOURNAL OF RHEOLOGY

Performance evaluation of laponite as a mud-making material for drilling fluids

(2019) Zheng-Qiang Xiong et al.   Petroleum Science

Development of an online rheometer for simultaneous measurement of shear and extensional viscosity during the polymer extrusion process

(2019) Hans-Jürgen Luger et al.   POLYMER TESTING

Fatigue analysis of brittle polymers via Fourier transform of the stress

(2019) Valerian Hirschberg et al.   MECHANICS OF MATERIALS

Viscosity and Density Measurements Using Mechanical Oscillators in Oil and Gas Applications

(2018) Miguel Gonzalez et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

The transient behavior of soft glassy materials far from equilibrium

(2018) Jun Dong Park et al.   JOURNAL OF RHEOLOGY

Shear banding in large amplitude oscillatory shear (LAOStrain and LAOStress) of soft glassy materials

(2018) Rangarajan Radhakrishnan et al.   JOURNAL OF RHEOLOGY

Influence of molecular properties on the mechanical fatigue of polystyrene (PS) analyzed via Wöhler curves and Fourier Transform rheology

(2018) Valerian Hirschberg et al.   POLYMER

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

Machine learning and data science in soft materials engineering

(2017) Andrew L Ferguson   JOURNAL OF PHYSICS-CONDENSED MATTER

Volterra-series-based nonlinear system modeling and its engineering applications: A state-of-the-art review

(2017) C.M. Cheng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Shear Banding of Soft Glassy Materials in Large Amplitude Oscillatory Shear

(2016) Rangarajan Radhakrishnan et al.   PHYSICAL REVIEW LETTERS

Time dependence in large amplitude oscillatory shear: A rheo-ultrasonic study of fatigue dynamics in a colloidal gel

(2014) Christophe Perge et al.   JOURNAL OF RHEOLOGY

Low-dimensional intrinsic material functions for nonlinear viscoelasticity

(2013) Randy H. Ewoldt et al.   RHEOLOGICA ACTA

Power-law rheology in the bulk and at the interface: quasi-properties and fractional constitutive equations

(2012) A. Jaishankar et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Rheological representation of fractional order viscoelastic material models

(2010) Katerina D. Papoulia et al.   RHEOLOGICA ACTA

Soft glassy rheology model applied to stress relaxation of a thermoreversible colloidal gel

(2008) Guangjun Yin et al.   JOURNAL OF RHEOLOGY

Glass Transition and Aging in Dense Suspensions of Thermosensitive Microgel Particles

(2008) Eko H. Purnomo et al.   PHYSICAL REVIEW LETTERS