PMC

Powder X-ray diffraction patterns of the iron ochre following reaction with methane for (a) 600 °C (15 h on stream), (b) 700 °C (15 h on stream), (c) 750 °C (12 h on stream) and (d) 800 °C (11.5 h on stream)

Comparison of the thermal energy impacts on stream temperatures for Models 2 and 3 in both primarily forested and agricultural sub-basins.

Assessment of generalization performance of top-down modulation using stream II, IV, V. System-level models were trained on stream I, II, III (baseline) and on stream III, both times using blocking. Results were very similar in nature on streams I, III (not shown). Solid green curves appearance-based classifier without modulation. Solid red curves appearance-based classifier using attentional modulation trained on streams I, II, III. Dashed green curves appearance-based classifier using attentional modulation trained on stream III. As can be seen from the plots, training system-level models only on stream III do not affect performance significantly in any direction

(A) Conversion of anisole after 5 h on stream; (B) evolution of HDO conversion of anisole with time on stream; (C) selectivity data for the studied catalysts after 5 h; and (D) selectivity evolution with time on stream.