GART: Geometry-Aware Resolution Transition — Clean Technical Preprint v0.1.4
Year: 2026
Type: preprint
Abstract: GART (Geometry-Aware Resolution Transition) is an adaptive runtime architecture that treats computational resolution as a dynamic resource rather than a fixed global state. The system allocates representational detail only where interaction pressure demands it, via a Smoothstep Sigmoid transition function f(R). Validated across 3 domains: compute/thermal (−93.4% load reduction), battery management (wins 3/4 metrics vs Adaptive BMS), and rocket propulsion control (collapse prevented in cryogenic leak scenario). Bilingual Vietnamese-English. Independent research, Hanoi, Vietnam, 2026.
Author: Trịnh, Bùi Quang
Language: English
Subfield: Hardware and Architecture
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7162849342
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