SPS-Hysteresis-Compensation
- Constant shift found in predictions out of source (later acquisitions of data). Possible cause I2G_LINEAR multiplication. Possible solutions:
- Model directly full current → full field, including linear component.
- Re-design model in other ways to account for this.
- Current approach is too sensitive to changes in I2G_LINEAR
- Change the normalization method to use running mean and std.
- Continuous training on live measurements.
SPS App Hysteresis
- App in a good state, need improved model for inference.
- Need to make persistent AppStatus, improve status message.
- Plot predicted B vs measured B.