pyLOM

This tool is a port of the POD/DMD of the tools from UPM in MATLAB to C/C++ using a python interface. So far POD,

Institution:

Research Group:

BSC Group: CASE

Researcher/s:

Benet Eiximeno, Beka Begiashvili, Fermín Gutierrez, David Ramos, Miguel Jaraiz, Pablo Yeste, Ángel Ladrón, Nicolás Becerra, Víctor Francés-Belda, Isaac Robledo, Javier Nieto-Centenero, Arnau Miró, Gonzalo Rubio, Lucas Lacasa, Rodrigo Castellanos, Carlos Sanmiguel, Esther Andrés, Eusebio Valero, Oriol Lehmkuhl

Description:

PyLOM is an open-source library that turns large databases into lightweigh, reduced-order models (ROMs). This squarely hits the trend demanding AI-accelerated HPC workflows and reduces computation time for digital twins.

Value Proposition:

AI-accelerated ROMs deliver real-time from Exascale data

Aplication areas:

External & internal aerodynamics, ground-vehicle drag studies, turbomachinery flow control, wind-farm wake modelling, urban flows, HVAC & indoor-air simulations for smart buildings

Target market:

Aerospace & automotive OEMs; Wind-energy developers; Motorsport teams; Building-engineering firms; City planners; Cloud-HPC providers offering digital-twin platforms

Protection:

MIT License

More information

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