The DimensionLab ecosystem
Open tools.
More possibilities.
Connect your solver, find a dataset, or build on the same components as Frontier. Start with the source.
16 resources in the curated directory
Frontier Connectors
Read simulation geometry and fields through a common interface.
Apache-2.0
Frontier Format
A shared representation for meshes, fields, and simulation provenance.
Apache-2.0
ArrayRoute
Read chunked scientific arrays within an explicit memory budget.
Apache-2.0
Frontier SDK
Experiment tracking for physics ML, including offline logging.
Apache-2.0
PhysicsNeMo bridge
Connect NVIDIA PhysicsNeMo training workflows to Frontier.
Apache-2.0
Frontier Hub
A curated catalog of physics datasets, with fetchers and converters.
Apache-2.0
Frontier Viz
GPU rendering for simulation meshes and fields across hosts.
Apache-2.0
Frontier Editor
An editor core for physics configurations, recipes, and logs.
Apache-2.0
Foldstate
Deterministic statecharts with replay, branching, and an event log.
Apache-2.0
Frontier for Zed
Schemas, snippets, and context for editing Frontier files in Zed.
Apache-2.0
OpenFOAM connector
Read OpenFOAM case directories for physics ML workflows.
Apache-2.0
VTK connector
Bring VTK mesh and field exports into a common data workflow.
Apache-2.0
AhmedML
Ahmed-body aerodynamics with geometry variants and simulation fields.
CC-BY-SA-4.0
DrivAerML
High-fidelity CFD data for variations of the DrivAer vehicle.
CC-BY-SA-4.0
The Well
Time-dependent physics datasets in a shared HDF5 layout.
CC-BY-4.0
AirfRANS
Steady flow simulations around NACA airfoils for surrogate research.
ODbL-1.0
A curated starting point, with source links and licenses for every entry. Frontier components and third-party datasets have different authors and terms. Accounts, community publishing, and marketplace features are planned.