Research
Frontier work, in the open.
We publish research that underpins our products — from grid forecasting to embedded inference. Browse the archive.
- Nov 2024AI
Neural load balancing for urban microgrids
Transformer-based forecasting for high-density EV charging clusters.
- Oct 2024Energy
Solid-state energy density optimization
Material science gains in long-duration storage for industrial IoT nodes.
- Aug 2024Automation
Autonomous robotic calibration systems
Self-correcting hardware loops for high-precision manufacturing.
- Jul 2024AI
Sparse mixture-of-experts for control plane inference
Routing strategies that beat dense baselines on edge hardware.
- May 2024Energy
Vehicle-to-grid arbitrage at scale
A market-design study of bi-directional charging in deregulated markets.
- Mar 2024IoT
Secure OTA for ruggedized industrial nodes
Signed-image bootloader and rollback semantics for sensor fleets.