Verso Industries delivers the "Math That Works." We have rejected the quadratic bottleneck of the Transformer architecture in favor of the Hierarchical State-Space Memory Network (HSMN).
The physics of a $500 3D printer are mathematically isomorphic to the physics of a $200 million ASML EUV Lithography machine. By perfecting the "Master Engineer" on the widespread, accessible platform of 3D printing, we have created a "Physical Development Kit" for the entire industrial world.
We are embedding the HighNoon Operational AI directly into the Marlin firmware ecosystem. Our "Brain-and-Reflex" architecture enables autonomous failure prevention and automated self-calibration, demonstrating Real-Time, Closed-Loop Control of a physical system via AI.
Verso Industries breaks the "Numerical Wall" by deploying HSMN as a Differentiable Surrogate Model. We demonstrate this capability through our work on Electrohydrodynamic (EHD) Thrusters.
We train the HSMN to act as a surrogate for the numerical solver, predicting full 3D fields and enabling Inverse Design. We can mathematically discover the optimal physical geometry in seconds rather than weeks.
The discovery of new materials is stalled by the difficulty of simulating quantum interactions. Verso Industries deploys the "Quantum Lens" to solve this.
We treat molecules as graphs and simulate their quantum behavior using Continuous-Time Quantum Walks (CTQW). This unlocks "Generative Materials Science," enabling the design of new polymers, catalysts, and electrolytes from first principles.
