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Scalable I/O – Numbox

Fast and Scalable Input/Output

Format independent solution


Parallel loading of unstructured mesh databases

Our I/O module is designed to efficiently load sequential mesh database files and perform high-quality domain decomposition. It has been developed from the ground up as a highly parallel tool designed for HPC environments including the high-performance storage systems. It is composed of several commonly used approaches that together provide to a robust solution.

The user can use the same database file stored in their favorite format for multiple solutions. Each solution can be executed on a different number of compute nodes without any additional penalty because our approach does not require a fixed number of MPI process or domains to run, as is the case of parallel binary files. This allows the engineer to use a different amount of computational resources based on their needs or availability.
  • Supported formats
    • OpenFOAM
    • NetGen
    • EnSight
    • VTK
    • Abaqus
  • New format support can be developed based on customer requests.

ESPRESO parallel input workflow scalability

mesh processing - data distribution - domain decomposition

Jet Engine

sequential ASCII FEM database 150 GB
822 milion mesh nodes
mesh loaded and decomposed in 14 seconds

384 of CPU Cores
208 seconds
768 of CPU Cores
105 seconds
1,536 of CPU Cores
56 seconds
3,072 of CPU Cores
36 seconds
6,144 of CPU Cores
28 seconds
12,288 of CPU Cores



Create unstructured meshes in your favorite robust and efficient preProcessing tool as you are used to doing, and export database files from the preProcessing tool in your preferred format.


ESPRESO Scalable I/O

Fast parallel processing and hybrid domain decomposition of unstructured meshes with direct connection to the massively parallel solvers.

Datový zdroj 3

Standard Solution

In common open-source approaches, the sequential converting to a parallel native format is needed. This creates sequential barriers for scalable solvers.


Solve the problems at the top of your database files

Asynchronous Output

For the PostProcessing purpose, storing result outputs to commonly used PostProcessing formats are implemented.

Output to commonly used postProcessing formats EnSight and VTK

Overlapping ongoing computation by storing solution results

Result monitoring of selected regions for statistical and optimization toolchains

Solution restarting without ties to the previous number of resources

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