Autonomous millimeter scale high throughput battery research system

Abstract

Discoveries of novel electrolyte-electrode combinations require comprehensive structure-property-interface correlations. Herein, we present autonomous millimeter scale high-throughput battery research system (Auto-MISCHBARES) operated with an asynchronous web-based orchestration framework that integrates modular...

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.…”