Data and Tools
NLR's computational applications—data, tools, and software—drive advancements across energy efficiency, transportation, power technologies, and the knowledge base to optimize energy systems.
Our applications aim to solve models of behavior and control of energy carriers. Technologies incorporate material and chemistry theory, inverse design, development of digital twins for mobility, and network systems understanding and control.
Below is a selected list of computational applications. Browse all NLR's data and tools.
By Type
Biomass Feedstock Conversion Interface Handling Computational Models
Energy Research and Forecasting Model
G2Aero Software: Aerodynamic Shape Parametrization Using Separable Shape Tensors
BiRD: BioReactorDesign Gas-Liquid Flows for Biofuel Production
Lithium-Ion Battery Chemo-Mechanical Cathode Cracking
Mesoflow: Mesoscale Modeling Tool for Biomass Pyrolysis and Catalytic Upgrading
Alphabetical Listing
AMAR: Adaptive Mesh and Algorithm Refinement Modeling
Artificial Intelligence/Machine Learning User Applications and Support Tools
Biomass Feedstock Conversion Interface Handling Computational Models
BiRD: BioReactorDesign Gas-Liquid Flows for Biofuel Production
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Last Updated Jan. 30, 2026