Physics-residual machine learning predicts oxygen-evolution catalyst activity beyond the training range from sparse polarization measurements.

arXiv:2609.23549v2 Announce Type: replace-cross Abstract: Discovery campaigns for oxygen evolution reaction catalysts repeatedly choose, make and measure catalysts. High-throughput platforms stop polarization curves below potentials that damage the catalyst, s