52 citations · 54 across the 4 of their papers we have counts for
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Motion and deformation of capsules flowing through a corner in the inertial and non-inertial regimes
Damien P. Huet, Antoine Morente, Guodong Gai +1
We investigate the inertial and non-inertial dynamics of three-dimensional elastic capsules flowing through a square channel presenting a sharp corner. Our study analyzes the traje…
Physics-informed neural network for modelling force and torque fluctuations in a random array of bidisperse spheres
Zihao Cheng, Anthony Wachs
We present a physics-informed neural network (PINN) model to predict the hydrodynamic force and torque fluctuations in a random array of stationary bidisperse spheres. The PINN mod…
A Cartesian-octree adaptive front-tracking solver for immersed biological capsules in large complex domains
Damien P. Huet, Anthony Wachs
We present an open-source adaptive front-tracking solver for biological capsules in viscous flows. The membrane elastic and bending forces are solved on a Lagrangian triangulation…
Physics-inspired architecture for neural network modeling of forces and torques in particle-laden flows
Arman Seyed-Ahmadi, Anthony Wachs
We present a physics-inspired neural network (PINN) model for direct prediction of hydrodynamic forces and torques experienced by individual particles in stationary beds of randoml…