Accelerated screening of gas diffusion electrodes for carbon dioxide reduction

Abstract

The electrochemical conversion of carbon dioxide to chemicals and fuels is expected to be a key sustainability technology. Electrochemical carbon dioxide reduction technologies are challenged by several factors, including the...

PASCAL: the perovskite automated spin coat assembly line accelerates composition screening in triple-halide perovskite alloys

“…Automation of thin lm experiments is somewhat more difficult because solid samples require more advanced hardware to manipulate than liquids. Nevertheless, the signicant benets of materials automation 12,[30][31][32][33] have inspired pioneering efforts to automate spin coating platforms for thin lm halide perovskite research. 20,[34][35][36][37][38] Furthermore, precision automation enables acceleration of materials discovery with machine learning by reducing noise that can slow learning.…”