CALCULATION TIME
42.57%
Lower median time
against a dense NumPy reference.
QUANTUM RESEARCH & DEVELOPMENT
LUMENUS
Quantum research.
Measurable progress.
Exploring how quantum information can be preserved, processed and used more efficiently.
Explore the resultsMathematics. Software. Experiment.Generative artwork · illustrative
SELECTED RESEARCH RESULTS
Less time. Less data.
Equivalent computed results.
Our software has demonstrated lower calculation time and data-storage requirements in a defined local benchmark.
CALCULATION TIME · QUIMB
37.63%
Lower median time
in the quimb library comparison.
CHANNEL-DATA STORAGE
37.5%
Less stored numerical data
than the full-real reference.
Numerical agreement checked throughout.
Outputs agreed with the reference calculations to numerical precision.
Internal classical-software benchmark. Each reference is normalized to 100; lower is better. These are calculation and channel-data results, not total application speed or memory.
What these results cover
The timing comparisons use full-representation NumPy and quimb references on the same defined calculation workload. They measure median numerical-update time; model setup, validation, service overhead and record handling are outside the timed workload. Storage refers to numerical channel data only.
The figures describe these specific comparisons. Performance varies with workload and implementation. These selected results do not establish a general advantage over other quantum software. They have been checked internally; external validation and quantum-hardware evaluation remain pending.
THE LAB
Deep questions.
Working answers.
Lumenus Inc is a quantum R&D lab led by Paul Cooper. We connect mathematical research with working software and carefully measured experiments.
Our focus is practical: understand what a result makes possible, build the implementation, and test where it helps.
Quantum software
Investigating more efficient ways to work with quantum information.
Recovery & control
Exploring how information and decisions can improve the behavior of quantum systems.
Measured validation
Testing accuracy, resource use and operating limits against clearly defined comparisons.
RESEARCH COLLABORATION
Let’s explore
what comes next.
For research conversations, technical evaluation
and collaboration with Lumenus.