Fig. 4: Optimized LSTM prediction of an STO order-disorder phase transition.
From: Forecasting of in situ electron energy loss spectroscopy
a Timestep near the start of the experiment (t ≈ 15 s), where the sample is crystalline and nearly fully oxidized. b Timestep near the end of an experiment (t ≈ 60 s), where the sample is largely amorphous and heavily reduced. The blue line indicates the real spectrum at an 8 timestep horizon, while the orange indicates the LSTM model output. Shaded regions of each full spectrum indicate the Ti L2,3 and O K edges.
