37 citations · 51 across the 17 of their papers we have counts for
17 papers
Unitary Quantum Algorithm for the Lattice-Boltzmann Method
David Wawrzyniak, Josef Winter, Steffen Schmidt +4
We present a quantum algorithm for computational fluid dynamics based on the Lattice-Boltzmann method. Our approach involves a novel encoding strategy and a modified collision oper…
A generalized hybrid method for surfactant dynamics
Yu Fan, Shuoguo Zhang, Xiangyu Hu +1
In this paper, we develop a generalized hybrid method for both two-dimensional (2-D) and three-dimensional (3-D) surfactant dynamics. While the Navier-Stokes equations are solved b…
Analysis of the particle relaxation method for generating uniform particle distributions in smoothed particle hydrodynamics
Yu Fan, Xiaoliang Li, Shuoguo Zhang +2
We establish a theoretical framework of the particle relaxation method for uniform particle generation of Smoothed Particle Hydrodynamics. We achieve this by reformulating the part…
JAX-Fluids 2.0: Towards HPC for Differentiable CFD of Compressible Two-phase Flows
Deniz A. Bezgin, Aaron B. Buhendwa, Nikolaus A. Adams
In our effort to facilitate machine learning-assisted computational fluid dynamics (CFD), we introduce the second iteration of JAX-Fluids. JAX-Fluids is a Python-based fully-differ…
Amplification of supersonic micro-jets by resonant inertial cavitation-bubble pair
Yuzhe Fan, Alexander Bußmann, Fabian Reuter +5
We reveal for the first time by experiments that within a narrow parameter regime, two cavitation bubbles with identical energy generated in anti-phase develop a supersonic jet. Hi…
LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite
Artur P. Toshev, Gianluca Galletti, Fabian Fritz +2
Machine learning has been successfully applied to grid-based PDE modeling in various scientific applications. However, learned PDE solvers based on Lagrangian particle discretizati…