Physics-based structural causal models are used on n<10 multi-modal datasets to quantitatively disentangle support-to-catalyst ratio and loading effects on manganese-antimony oxide ORR performance in alkaline RDE tests.
R.et al.Improved oxygen reduction activity on pt3ni (111) via increased surface site availability.Science315, 493–497 (2007)
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Bridging electrode preparation and electrocatalyst performance with physics-based causal AI
Physics-based structural causal models are used on n<10 multi-modal datasets to quantitatively disentangle support-to-catalyst ratio and loading effects on manganese-antimony oxide ORR performance in alkaline RDE tests.