GART: Geometry-Aware Resolution Transition — Clean Technical Preprint v0.1.3

Key Points

• This research aims to develop and validate GART, an architecture optimizing computational resolution across multiple domains.
• Validated across three domains: compute/thermal, battery management, and rocket propulsion control.
• The performance metrics included load reduction percentages and comparative analysis against existing systems.
• Independent research conducted in Hanoi, Vietnam, with findings reported in English and Vietnamese.
• Achieved a 93.4% load reduction in compute/thermal scenarios.
• Performed successfully in 3 out of 4 battery management scenarios compared to Adaptive BMS.
• Prevented collapse in a rocket propulsion control scenario during a simulated cryogenic leak.