SJ
Safa Jamali
cond-mat.softphysics.flu-dyncs.LGBlood Viscositycond-mat.mtrl-sciHemorheologyphysics.app-phcoagulation cascadeColloidal forcescolloidal gels
On Valency
published · living versionsW_dej87ew4·v1 · currentpublished
RheOPT: Few-Shot Non-Newtonian Flow Prediction via Newtonian Pretraining of RheOFormer
with Maedeh Saberi, Amir Barati Farimani
1 version
Preprints & journals
45 papers in the corpus · 2015–2026Isosbestic points in time resolved SAXS: from spectroscopic analogy to model free structural markers during colloidal gelation.42895144 · Gibaud, Alain, Smit, Wilbert J, Jamali, Safa et al.2026 · 0 citationsSoft matter. 2026;22(42):7141-7156
Designing binary colloidal gel microstructure through sequential gelation.42752708 · Kaltashov, Alexander, Jamali, Safa2026 · 0 citationsSoft matter. 2026;22(38):6500-6511
Multiscale Design of Interaction-Driven Superlattice Assembly in Nanocomposite Tectons.42915012 · Jha, Anushka, Kronenberger, Stephen, Thrasher, Carl et al.2026 · 0 citationsACS nano. 2026;20(36):24902-24914
Brush-mediated angular constraints reshape structure, rigidity, and percolation in colloidal depletion gels.42627903 · Zhuang, Ziye, Campbell, Robert A, Haghighi, Paniz et al.2026 · 0 citationsScience advances. 2026;12(34):eaeh5537
Rheology and Dynamic Arrest in Colloidal Depletion Gels Mediated by Surface Brush Density2608.17764v1 · Ziye Zhuang, Robert A. Campbell, Safa Jamali et al.2026 · 0 citationsarXiv
Size matters more than packing in bimodal colloidal gel compositions2608.16874v1 · Robert A. Campbell, Ziye Zhuang, Ali Mohraz et al.2026 · 0 citationsarXiv
Bimodal colloids highlight the structural mirror of rigidity percolation and yielding2607.22901v1 · Robert A. Campbell, Ziye Zhuang, Ali Mohraz et al.2026 · 0 citationsarXiv
Shear-Induced Structural Convergence but Formation-History-Dependent Yielding in Sequentially Gelled Binary Colloidal Networks2606.07672v1 · Alexander Kaltashov, Safa Jamali2026 · 0 citationsarXiv
Hierarchical Multi-Fidelity Learning for Predicting Three-Dimensional Flame Wrinkling and Turbulent Burning Velocity2605.08232v1 · Saghar Zolfaghari, Yu Xie, Junfeng Yang et al.2026 · 0 citationsarXiv
From Double Colloidal Networks to Core-Shell and Mixed Composites through Sequential Gelation2603.28729v1 · Alexander Kaltashov, Safa Jamali2026 · 1 citationarXiv
Non-local physics-informed neural networks for forward and inverse solutions of granular flows2602.16081v1 · Saghar Zolfaghari, Safa Jamali2026 · 0 citationsarXiv
A Minimal Nonlocal Theory of Thixotropic Flow2602.13464v1 · Saghar Zolfaghari, Safa Jamali2026 · 0 citationsarXiv
Emergence and evolution of a particulate network during gelation and coarsening of attractive colloids.40948094 · Haghighi, Paniz, Nabizadeh, Mohammad, Jamali, Safa2025 · 2 citationsSoft matter. 2025;21(41):7904-7916
RheOFormer: A generative transformer model for simulation of complex fluids and flows2510.01365v2 · Maedeh Saberi, Amir Barati Farimani, Safa Jamali2025 · 0 citationsarXiv
A detailed and comprehensive account of fractional Physics-Informed Neural Networks: From implementation to efficiency2506.11241v1 · Donya Dabiri, Joshua DaRosa, Milad Saadat et al.2025 · 0 citationsarXiv
UniFIDES: Universal Fractional Integro-Differential Equation Solvers2407.01848v2 · Milad Saadat, Deepak Mangal, Safa Jamali2024 · 0 citationsarXiv
Small variations in particle-level interactions lead to large structural heterogeneities in colloidal gels.38787743 · Mangal, Deepak, Vera, Gonzalo Sanchez, Aime, Stefano et al.2024 · 11 citationsSoft matter. 2024;20(24):4692-4698
Role of interaction range on the microstructure and dynamics of attractive colloidal systems.38787651 · Mangal, Deepak, Jamali, Safa2024 · 8 citationsSoft matter. 2024;20(22):4466-4473
Network physics of attractive colloidal gels: Resilience, rigidity, and phase diagram.38194451 · Nabizadeh, Mohammad, Nasirian, Farzaneh, Li, Xinzhi et al.2024 · 40 citationsProceedings of the National Academy of Sciences of the United States of America. 2024;121(3):e2316394121
Unbiased construction of constitutive relations for soft materials from experiments via rheology-informed neural networks.38170750 · Mahmoudabadbozchelou, Mohammadamin, Kamani, Krutarth M, Rogers, Simon A et al.2024 · 36 citationsProceedings of the National Academy of Sciences of the United States of America. 2024;121(2):e2313658121
Predicting yielding in attractive colloidal gels.38366429 · Mangal, Deepak, Nabizadeh, Mohammad, Jamali, Safa2024 · 8 citationsPhysical review. E. 2024;109(1-1):014602
Topological origins of yielding in short-ranged weakly attractive colloidal gels.36610971 · Mangal, Deepak, Nabizadeh, Mohammad, Jamali, Safa2023 · 8 citationsThe Journal of chemical physics. 2023;158(1):014903
Circulating cell clusters aggravate the hemorheological abnormalities in COVID-19.36028998 · Javadi, Elahe, Li, He, Gallastegi, Ander Dorken et al.2022 · 15 citationsBiophysical journal. 2022;121(18):3309-3319
Solvation Thermodynamics of Solutes in Water and Ionic Liquids Using the Multiscale Solvation-Layer Interface Condition Continuum Model.36001344 · Rahimi, Ali Mehdizadeh, Jamali, Safa, Bardhan, Jaydeep P et al.2022 · 5 citationsJournal of chemical theory and computation. 2022;18(9):5539-5558
Structure and Dynamics of Force Clusters and Networks in Shear Thickening Suspensions.36018641 · Nabizadeh, Mohammad, Singh, Abhinendra, Jamali, Safa2022 · 38 citationsPhysical review letters. 2022;129(6):068001
Digital rheometer twins: Learning the hidden rheology of complex fluids through rheology-informed graph neural networks.35544690 · Mahmoudabadbozchelou, Mohammadamin, Kamani, Krutarth M, Rogers, Simon A et al.2022 · 42 citationsProceedings of the National Academy of Sciences of the United States of America. 2022;119(20):e2202234119
Thixotropy and rheological hysteresis in blood flow.35232206 · Javadi, Elahe, Jamali, Safa2022 · 13 citationsThe Journal of chemical physics. 2022;156(8):084901
The Mnemosyne Number and the Rheology of Remembrance2201.01201v1 · Safa Jamali, Gareth H. McKinley2022 · 39 citationsarXiv
nn-PINNs: Non-Newtonian physics-informed neural networks for complex fluid modeling.34859251 · Mahmoudabadbozchelou, Mohammadamin, Karniadakis, George Em, Jamali, Safa2021 · 132 citationsSoft matter. 2021;18(1):172-185
Increasing efficiency and accuracy of magnetic interaction calculations in colloidal simulation through machine learning.34929436 · Pan, Chunzhou, Mahmoudabadbozchelou, Mohammadamin, Duan, Xiaoli et al.2022 · 17 citationsJournal of colloid and interface science. 2022;611:29-38
Correction: Hemorheology: the critical role of flow type in blood viscosity measurements.34751691 · Javadi, Elahe, Jamali, Safa2021 · 1 citationSoft matter. 2021;17(45):10394
Jamming Distance Dictates Colloidal Shear Thickening.34678008 · Pradeep, Shravan, Nabizadeh, Mohammad, Jacob, Alan R et al.2021 · 56 citationsPhysical review letters. 2021;127(15):158002
Hemorheology: the critical role of flow type in blood viscosity measurements.34514478 · Javadi, Elahe, Jamali, Safa2021 · 14 citationsSoft matter. 2021;17(37):8446-8458
Life and death of colloidal bonds control the rate-dependent rheology of gels.34257286 · Nabizadeh, Mohammad, Jamali, Safa2021 · 49 citationsNature communications. 2021;12(1):4274
Rheology-Informed Neural Networks (RhINNs) for forward and inverse metamodelling of complex fluids.34103602 · Mahmoudabadbozchelou, Mohammadamin, Jamali, Safa2021 · 73 citationsScientific reports. 2021;11(1):12015
In silico biophysics and hemorheology of blood hyperviscosity syndrome.34087210 · Javadi, Elahe, Deng, Yixiang, Karniadakis, George Em et al.2021 · 28 citationsBiophysical journal. 2021;120(13):2723-2733
Integrating blood cell mechanics, platelet adhesive dynamics and coagulation cascade for modelling thrombus formation in normal and diabetic blood.33530862 · Yazdani, Alireza, Deng, Yixiang, Li, He et al.2021 · 76 citationsJournal of the Royal Society, Interface. 2021;18(175):20200834
Multiscale Nature of Thixotropy and Rheological Hysteresis in Attractive Colloidal Suspensions under Shear.31922828 · Jamali, Safa, Armstrong, Robert C, McKinley, Gareth H2020 · 48 citationsPhysical review letters. 2019;123(24):248003
Time-Rate-Transformation framework for targeted assembly of short-range attractive colloidal suspensions1911.02431v1 · Safa Jamali, Robert C. Armstrong, Gareth H. McKinley2019 · 37 citationsarXiv
Alternative Frictional Model for Discontinuous Shear Thickening of Dense Suspensions: Hydrodynamics.31697551 · Jamali, Safa, Brady, John F2019 · 108 citationsPhysical review letters. 2019;123(13):138002
Rheological State Diagrams for Rough Colloids in Shear Flow.29077448 · Hsiao, Lilian C, Jamali, Safa, Glynos, Emmanouil et al.2018 · 135 citationsPhysical review letters. 2017;119(15):158001
Microstructural Rearrangements and their Rheological Implications in a Model Thixotropic Elastoviscoplastic Fluid.28186811 · Jamali, Safa, McKinley, Gareth H, Armstrong, Robert C2018 · 86 citationsPhysical review letters. 2017;118(4):048003
Structural fingerprints of yielding mechanisms in attractive colloidal gels.27910991 · Boromand, Arman, Jamali, Safa, Maia, João M2018 · 66 citationsSoft matter. 2017;13(2):458-473
Polymer-mediated nanorod self-assembly predicted by dissipative particle dynamics simulations.26235000 · Khani, Shaghayegh, Jamali, Safa, Boromand, Arman et al.2015 · 41 citationsSoft matter. 2015;11(34):6881-92
Generalized mapping of multi-body dissipative particle dynamics onto fluid compressibility and the Flory-Huggins theory.25933786 · Jamali, Safa, Boromand, Arman, Khani, Shaghayegh et al.2015 · 46 citationsThe Journal of chemical physics. 2015;142(16):164902
Career total: 97 works. 45 are in this corpus.
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