activity
20242026
most citedWaterLily.jl: A differentiable and backend-agnostic Julia solver for incompressible viscous flow around dynamic bodies

10 citations · 11 across the 10 of their papers we have counts for

collaborators

10 papers

physics.comp-ph2026

Scaling WaterLily.jl with MPI and an improved geometric multigrid solver

Bernat Font, Marin Lauber, Tzu-Yao Huang +1

We present recent performance-oriented developments in WaterLily, a scale-resolving incompressible flow solver written in pure Julia that runs seamlessly on CPUs and GPUs of any ve…

physics.flu-dyn2026

Stability of Kirigami parachutes in effectively infinite numerical domains

Gabriel D. Weymouth, Marin Lauber

Kirigami, the art of cutting flat sheets into deployable 3D structures, has recently inspired a new class of parachutes which can deploy into a naturally stable inverted canopy. Ho…

physics.flu-dyn2026

Sharp-interface Simulations of Energetic Multiphase Flows with Large Density and Viscosity Ratios

Tzu-Yao Huang, Nicolas Valle, Artur K. Lidtke +2

Flows with high density ratios, such as wave breaking and air entrainment in maritime applications, remain challenging to simulate due to their energetic and strongly nonlinear nat…

physics.flu-dyn2026

Linear Kelvin Wave Predictions in the Limit

Gabriel D Weymouth

Linear wave theory captures the essential physics of free-surface flows at a fraction of the computational cost of nonlinear and viscous methods, making it attractive for design, r…

physics.flu-dyn2025

Boundary layer flow dynamics of propulsive flapping foils with increasing Reynolds numbers

Andhini N. Zurman-Nasution, Gabriel D. Weymouth, Bharathram Ganapathisubramani

We study flapping foils at optimally propulsive Strouhal number with increasing chord-based Reynolds number at , , and to examine changes in their…

physics.flu-dyn2025

Predicting airfoil pressure distribution using boundary graph neural networks

Sankalp Jena, Gabriel D. Weymouth, Artur K. Lidtke +1

Surrogate models are essential for fast and accurate surface pressure and friction predictions during design optimization of complex lifting surfaces. This study focuses on predict…

cs.RO2024★ 1 cited

Closed-loop underwater soft robotic foil shape control using flexible e-skin

Leo Micklem, Huazhi Dong, Francesco Giorgio-Serchi +3

The use of soft robotics for real-world underwater applications is limited, even more than in terrestrial applications, by the ability to accurately measure and control the deforma…

physics.flu-dyn2024

Resolvent analysis of a swimming foil

Jonathan M. O. Massey, Sean Symon, Bharathram Ganapathisubramani +1

This study employs resolvent analysis to explore the dynamics and coherent structures in the boundary layer of a foil that swims via a travelling wave undulation. A modified NACA f…

physics.flu-dyn2024★ 10 cited

WaterLily.jl: A differentiable and backend-agnostic Julia solver for incompressible viscous flow around dynamic bodies

Gabriel D. Weymouth, Bernat Font

Integrating computational fluid dynamics (CFD) solvers into optimization and machine-learning frameworks is hampered by the rigidity of classic computational languages and the slow…

physics.flu-dyn2024

Using Biot-Savart boundary conditions for unbounded external flow on Eulerian meshes

Gabriel D. Weymouth, Marin Lauber

We introduce a novel boundary condition for incompressible Eulerian simulations formulated using a Biot-Savart vorticity integral that maintains high-accuracy results even when the…