It would be interesting to empirically identify the state space that leads to increased probability of failure and then seek to understand the rationale for thi

It would be interesting to empirically identify the state space that leads to increased probability of failure and then seek to understand the rationale for this failure through physics. Ultimately, the ML model is picking up on some combination of factors that exposes physical weaknesses of the device.