A reduced-order modeling library for a wide range of data-driven physical simulation methods

Area: Artificial intelligence

CASS member: LEADS

Description

libROM is a lightweight, scalable C++ library for data-driven physical simulation methods from the intrusive projection-based reduced order models to non-intrusive black-box approaches. It is the main tool box that the reduced order modeling team at LLNL uses to develop efficient model order reduction techniques and physics-constrained data-driven methods.

Target audience

Science teams interested in data-driven reduced order methods

License: Apache-2.0 OR MIT

Additional resources