Research question
How does phase guidance affect the simulated accumulator state across repeated cycles and resolution checks?
Method
Experiments E1–E9 use a standard 2048 grid, five seeds, 20 cycles, and selected resolution checks at 1536, 2048, and 4096.
Key results
- The study reports reproducible numerical behaviour across seeds and selected grid resolutions.
- Cycling and stability checks are documented within the model.
Limitations
This is not electrochemical cell validation, safety certification, or evidence of deployable storage performance.
This work is a numerical proof-of-concept. It establishes model-level behaviour under the stated assumptions and does not replace independent laboratory validation.