non-newtonian-fluid

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avcodes438 / vascupinn

Physics-informed neural network solving Navier-Stokes with Carreau-Yasuda non-Newtonian rheology for blood flow in patient-specific vasculature. PyTorch, 8 passing physics tests. Reference implementation; USPTO provisional patent, Feb 2025.

pytorch medical-imaging hemodynamics navier-stokes computational-fluid-dynamics biomedical-engineering pinn scientific-machine-learning physics-informed-neural-networks non-newtonian-fluid

Updated Aug 3, 2026
Python

avcodes438 / pinn-aneurysmal-bifurcated

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Case definitions, validation table, and entry-point scripts for 'Functional and Ethical Modeling of Non-Newtonian Hemodynamics in Aneurysmal and Bifurcated Vessels Using PINNs' (Scientific Culture, Oct 2025). Not a full reproduction — see Status.

pytorch hemodynamics computational-fluid-dynamics pinn aneurysm physics-informed-neural-networks research-code non-newtonian-fluid

Updated Aug 3, 2026
Python

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