Every product line started as a research partnership, and every partnership leaves a paper trail. These are the white papers, open datasets, and citations the Constellation runtime has produced with the labs that use it.
A working subset of papers co-authored with research partners or published by our engineering team. Preprints are open; venue copies follow each publisher's policy.
How Nova-Sim guarantees bit-reproducible restarts across heterogeneous GPUs, even when the forward pass runs in mixed precision.
The Nova-Obs design study: ingesting 8 PB of legacy survey data into an immutable, deduplicated store without a single export step.
The Nova-Loop scheduler framed as constrained optimization: maximize information per node-hour against a fixed grant.
With a partner climate lab: 1,200 downscaling runs scheduled, metered, and attributed to a single funding line end to end.
The unified scheduler that lets a calibration pipeline and a simulation graph compete for the same nodes under per-grant fairness.
A field report on reproducing archived experiments as a single provenance query, including signed cost-and-lineage exports for reviewers.
Datasets attached to the papers above are released under permissive licenses. If Constellation produced a result in your work, the four lines below are how to cite it.
Reference radiative-transfer fields with deterministic checkpoints. CC-BY-4.0.
Calibrated survey frames, content-addressed and versioned. CC-BY-4.0.
The full regional climate ensemble with per-run cost metadata. CC-BY-4.0.
Anderson CloudNova Systems, "Constellation Runtime," v3.0, 2026. orbit@cloudnova.systems.
Every result on this page was produced inside the same runtime you can request access to. Bring a question; we will help you reproduce a paper or start a new one.