Geometry → resonance: predict the mode shift
Can a measured change in cavity length predict a resonant-frequency change under a specified conventional wave model?
Open research package ↗Current priority
Measured memory: earn the prediction.
Compare a specified physical-state model with conventional relaxation on independent data.
Open the flagship project →Reproducible projects / Python standard library
Research you can pick up and run.
Three focused questions, three complete packages: code, labeled synthetic data, a blank measurement schema, a preregistration template, and captured expected outputs.
Retained physical memory: write, wait, probe
Does a defined physical probe distinguish trained and matched untrained states after a delay, and does passive relaxation explain the retained difference?
Open research package ↗Cross-scale relationships: challenge one exponent
Does a single dimensionless power-law relationship predict untouched observations better than a prespecified scale-break alternative?
Open research package ↗All supplied results are synthetic demonstrations. Running the code checks an analysis pipeline; empirical conclusions require independent observations and an appropriate uncertainty budget.