The AeroPython series of lessons is the core of a university course (Aerodynamics-Hydrodynamics, MAE-6226) by Prof. Lorena A. Barba at the George Washington University. The first version ran in Spring 2014 and these Jupyter Notebooks were prepared for that class, with assistance from Barba-group PhD... Continue »
This short proposal was submitted in November 2013 to the Grants for High-Impact Teaching and Learning Practices of The Office of Teaching & Learning, George Washington University.
We propose to develop and pilot a series of interactive online modules that teach programming in... Continue »
Poster presented at the GPU Technology Conference, March 2013, San Jose, CA.
It presents the PyGBe code (pronounced 'pig-bee'), which solves the linearized Poisson-Boltzmann equation using a boundary element method, BEM. The underlying dense systems are solved using a Krylov-subspace method, accelerated with... Continue »
The PyGBe code solves the linearized Poisson-Boltzmann equation using a boundary-integral formulation. We use a boundary element method with a collocation approach, and solve it via a Krylov-subspace method. To do this efficiently, the matrix-vector multiplications in the Krylov iterations are accelerated with a... Continue »
These animations show the vortex wake behind a snake cross-section (two-dimensional profile), obtained with full Navier-Stokes simulation. The solver is an immersed boundary method that uses GPU hardware, cuIBM (open-source under the MIT license). The cases shown vary in Reynolds number (Re=1000, 2000) and angle... Continue »
This figure shows the weak scaling of a parallel FMM-based fluid solver on GPUs, from 1 to 4096 processes. The FMM (fast multipole method) is used as the numerical engine in a vortex method fluid solver, simulating decaying isotropic turbulence. The reference method for this application... Continue »