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physics.flu-dyn2025
Diffuse interface approach to oxygen transport and metabolism under blood flow dynamics in microcirculations
Naoki Takeishi, Junya Kobayashi, Shigeo Wada +1
The relationship between the spatiotemporal distribution of oxygen transport and blood flow dynamics, accounting for the motion and deformation of individual red blood cells (RBCs)…
physics.flu-dyn2025
Fine-tuning physics-informed neural networks for cavity flows using coordinate transformation
Ryuta Takao, Satoshi Ii
Physics-informed neural networks (PINNs) have attracted attention as an alternative approach to solve partial differential equations using a deep neural network (DNN). Their simpli…