Safa Jamali

Rheological State Diagrams for Rough Colloids in Shear Flow

Lilian C. Hsiao, Safa Jamali, Emmanouil Glynos et al. · Physical Review Letters · 2017 · 124 citations · Full text

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

Mohammadamin Mahmoudabadbozchelou, George Em Karniadakis, Safa Jamali · Soft Matter · 2021 · 107 citations · Full text

Engineering, Physics, Fluid-structure Interaction +15

Alternative Frictional Model for Discontinuous Shear Thickening of Dense Suspensions: Hydrodynamics

Safa Jamali, John F. Brady · Physical Review Letters · 2019 · 104 citations · Full text

Data-driven physics-informed constitutive metamodeling of complex fluids: A multifidelity neural network (MFNN) framework

Mohammadamin Mahmoudabadbozchelou, Marco Caggioni, Setareh Shahsavari et al. · Journal of Rheology · 2021 · 88 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Microstructure and rheology of soft to rigid shear-thickening colloidal suspensions

Safa Jamali, Arman Boromand, Norman J. Wagner et al. · Journal of Rheology · 2015 · 81 citations

Materials Science, Rheological Constitutive Equation, Thixotropy +14