Search Results for author: Mikael Mortensen

Found 4 papers, 4 papers with code

Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need

1 code implementation5 Apr 2023 Colin Vignon, Jean Rabault, Joel Vasanth, Francisco Alcántara-Ávila, Mikael Mortensen, Ricardo Vinuesa

We show in a case study that MARL DRL is able to discover an advanced control strategy that destabilizes the spontaneous RBC double-cell pattern, changes the topology of RBC by coalescing adjacent convection cells, and actively controls the resulting coalesced cell to bring it to a new stable configuration.

Multi-agent Reinforcement Learning

Fast parallel multidimensional FFT using advanced MPI

1 code implementation25 Apr 2018 Lisandro Dalcin, Mikael Mortensen, David E Keyes

Instead, our method takes advantage of subarray datatypes and generalized all-to-all scatter/gather from the MPI-2 standard to communicate discontiguous memory buffers, effectively eliminating the need for local data realignments.

Distributed, Parallel, and Cluster Computing Mathematical Software

A spectral-Galerkin turbulent channel flow solver for large-scale simulations

2 code implementations13 Jan 2017 Mikael Mortensen

A fully (pseudo-)spectral solver for direct numerical simulations of large-scale turbulent channel flows is described.

Numerical Analysis Numerical Analysis Fluid Dynamics

High performance Python for direct numerical simulations of turbulent flows

3 code implementations11 Feb 2016 Mikael Mortensen, Hans Petter Langtangen

We show how we are able to execute a 3D parallel FFT in Python for a slab mesh decomposition using 4 lines of compact Python code, for which the parallel performance on Shaheen is found to be slightly better than similar routines provided through the FFTW library.

Mathematical Software Distributed, Parallel, and Cluster Computing

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