SHRAV: State-Hypothesis-Reason-Action-Verify Framework for Physical Modeling and Inverse DesignNew

SHRAV introduces a novel computational framework organized around five components: State, Hypothesis, Reason, Action, and Verify. The central mechanism is a state-continuation core with declared reuse boundaries that enables computation to continue from reusable state. The framework supports forward configurations that evolve predictive state and readout physical quantities, making it applicable across different physics domains for both modeling and inverse design tasks.